diff --git a/solidago/tests/generative_model/test_generative_model.py b/solidago/tests/generative_model/test_generative_model.py
index 8d10225de6..ab903dbdb0 100644
--- a/solidago/tests/generative_model/test_generative_model.py
+++ b/solidago/tests/generative_model/test_generative_model.py
@@ -29,8 +29,6 @@ def test_evaluation_generator():
 def test_generative_model():
     generative_model = GenerativeModel.load("tests/generative_model/test_generative_model.json")
     for seed in range(5):
-        generative_model(seed=seed).save(f"tests/pipeline/saved_{seed}")
-    for seed in range(5):
-        state = State.load(f"tests/pipeline/saved_{seed}")
+        state = State.load(f"tests/pipeline/saved/{seed}")
         for key in ("users", "entities", "vouches", "made_public", "assessments", "comparisons"):
             assert len(getattr(state, key)) > 0
diff --git a/solidago/tests/load_save/generated_state/vouches.csv b/solidago/tests/load_save/generated_state/vouches.csv
index 8e45b754b1..0c31e8f731 100644
--- a/solidago/tests/load_save/generated_state/vouches.csv
+++ b/solidago/tests/load_save/generated_state/vouches.csv
@@ -1,24 +1,26 @@
 by,to,kind,weight,priority
-user_0,user_4,Personhood,0.5954263337434686,0
-user_0,user_8,Personhood,0.9742272864750473,0
-user_0,user_6,Personhood,0.07999942762187195,0
-user_0,user_2,Personhood,0.6507377163366674,0
-user_0,user_9,Personhood,0.7909467137031733,0
-user_0,user_3,Personhood,0.6685105994039791,0
-user_0,user_7,Personhood,0.17400309550170712,0
-user_0,user_1,Personhood,0.9745870288432815,0
-user_6,user_0,Personhood,0.8201966493572297,0
-user_6,user_3,Personhood,0.08035213916732376,0
-user_3,user_4,Personhood,0.9358942194211972,0
-user_3,user_8,Personhood,0.999855129338358,0
-user_3,user_0,Personhood,0.6174821685930441,0
-user_3,user_9,Personhood,0.9734458550318215,0
-user_3,user_1,Personhood,0.021068292613971695,0
-user_1,user_4,Personhood,0.6923214349223931,0
-user_1,user_8,Personhood,0.5007521844552536,0
-user_1,user_0,Personhood,0.8700068988139138,0
-user_1,user_6,Personhood,0.14443621179177568,0
-user_1,user_2,Personhood,0.9458846822069802,0
-user_1,user_9,Personhood,0.3358296375028642,0
-user_1,user_3,Personhood,0.061093835548232556,0
-user_1,user_7,Personhood,0.9120543816512728,0
+user_1,user_4,Personhood,0.7896824062501574,0
+user_1,user_7,Personhood,0.840778792639736,0
+user_1,user_2,Personhood,0.5238654715100963,0
+user_1,user_6,Personhood,0.8925993384032407,0
+user_1,user_3,Personhood,0.5954263337434686,0
+user_1,user_0,Personhood,0.9742272864750473,0
+user_1,user_8,Personhood,0.07999942762187195,0
+user_1,user_9,Personhood,0.6507377163366674,0
+user_6,user_7,Personhood,0.9656889856875965,0
+user_6,user_0,Personhood,0.10640501080210074,0
+user_3,user_4,Personhood,0.9458301702861337,0
+user_3,user_7,Personhood,0.9997564507524814,0
+user_3,user_2,Personhood,0.9953659204524843,0
+user_3,user_6,Personhood,0.9510878495232823,0
+user_3,user_0,Personhood,0.9828245263711153,0
+user_3,user_8,Personhood,0.9866633771143694,0
+user_0,user_4,Personhood,0.019216777883353076,0
+user_0,user_1,Personhood,0.9734458550318215,0
+user_0,user_7,Personhood,0.7596006671457227,0
+user_0,user_2,Personhood,0.9957353605282774,0
+user_0,user_6,Personhood,0.9168263067369363,0
+user_0,user_3,Personhood,0.5610876926983055,0
+user_0,user_8,Personhood,0.5566316355632999,0
+user_0,user_9,Personhood,0.820148529887458,0
+user_8,user_9,Personhood,0.9458846822069802,0
diff --git a/solidago/tests/load_save/save_tiny_tournesol/entities.csv b/solidago/tests/load_save/save_tiny_tournesol/entities.csv
index 83f1768d7f..ef8fb8181f 100644
--- a/solidago/tests/load_save/save_tiny_tournesol/entities.csv
+++ b/solidago/tests/load_save/save_tiny_tournesol/entities.csv
@@ -1,499 +1,499 @@
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diff --git a/solidago/tests/pipeline/saved_0/assessments.csv b/solidago/tests/pipeline/saved_0/assessments.csv
deleted file mode 100644
index 7461a9b457..0000000000
--- a/solidago/tests/pipeline/saved_0/assessments.csv
+++ /dev/null
@@ -1,99 +0,0 @@
-username,criterion,entity_name,assessment,assessment_min,assessment_max
-user_0,default,entity_16,-2.0749057611785386,-inf,inf
-user_0,default,entity_15,-2.39370352625087,-inf,inf
-user_0,default,entity_11,-1.5992836978625538,-inf,inf
-user_0,default,entity_18,-2.619031854481638,-inf,inf
-user_0,default,entity_6,-1.2481876740748055,-inf,inf
-user_0,default,entity_17,-0.8195927297894479,-inf,inf
-user_0,default,entity_14,-1.2667207574469999,-inf,inf
-user_0,default,entity_19,0.8509795934379412,-inf,inf
-user_0,default,entity_4,3.053938668091461,-inf,inf
-user_1,default,entity_10,1.666205471029322,-inf,inf
-user_1,default,entity_15,1.3982102010500272,-inf,inf
-user_1,default,entity_7,0.31743364012724,-inf,inf
-user_1,default,entity_2,2.0757722679531048,-inf,inf
-user_1,default,entity_1,0.24777798376771804,-inf,inf
-user_1,default,entity_17,1.2172607977951482,-inf,inf
-user_1,default,entity_14,0.7587810143743123,-inf,inf
-user_1,default,entity_16,-0.45322198998446633,-inf,inf
-user_1,default,entity_3,-0.6293299841653897,-inf,inf
-user_1,default,entity_12,-2.053760441767217,-inf,inf
-user_1,default,entity_18,-0.9601193237500203,-inf,inf
-user_1,default,entity_11,-0.7764255417543154,-inf,inf
-user_2,default,entity_8,-3.1840313925258865,-inf,inf
-user_2,default,entity_12,-1.3582673358306874,-inf,inf
-user_2,default,entity_4,-0.3920343878647034,-inf,inf
-user_2,default,entity_13,-1.0307685022464559,-inf,inf
-user_2,default,entity_19,1.2140338299536473,-inf,inf
-user_2,default,entity_1,0.34488131370003594,-inf,inf
-user_2,default,entity_5,0.4963366907015018,-inf,inf
-user_2,default,entity_16,1.3239011724971825,-inf,inf
-user_3,default,entity_1,1.7159560105752791,-inf,inf
-user_3,default,entity_2,0.900609937541631,-inf,inf
-user_3,default,entity_10,0.010155796202459877,-inf,inf
-user_3,default,entity_19,1.9939222430641497,-inf,inf
-user_3,default,entity_18,-0.2487610576189404,-inf,inf
-user_3,default,entity_6,-1.201379294506745,-inf,inf
-user_3,default,entity_8,-1.989535014457278,-inf,inf
-user_3,default,entity_14,-1.421354527295856,-inf,inf
-user_3,default,entity_5,-0.32127542248226026,-inf,inf
-user_4,default,entity_8,0.28435161869848846,-inf,inf
-user_4,default,entity_6,2.4003825078321817,-inf,inf
-user_4,default,entity_19,0.42259228898088025,-inf,inf
-user_4,default,entity_11,0.055986495346031506,-inf,inf
-user_4,default,entity_17,0.2099984004735524,-inf,inf
-user_4,default,entity_13,0.4161872688546774,-inf,inf
-user_4,default,entity_9,1.6036019683037805,-inf,inf
-user_4,default,entity_4,-0.18158399657965602,-inf,inf
-user_4,default,entity_2,2.0454369805034163,-inf,inf
-user_4,default,entity_0,0.3854155927801495,-inf,inf
-user_4,default,entity_15,-0.14632039422818038,-inf,inf
-user_4,default,entity_5,-2.022605231132655,-inf,inf
-user_4,default,entity_18,-0.872532836583685,-inf,inf
-user_4,default,entity_3,-0.3827672112907701,-inf,inf
-user_4,default,entity_12,0.6017254822778608,-inf,inf
-user_4,default,entity_7,-2.9180266496509044,-inf,inf
-user_4,default,entity_16,-0.7599310550355487,-inf,inf
-user_5,default,entity_3,-2.1101274264627663,-inf,inf
-user_5,default,entity_14,-2.762781599519231,-inf,inf
-user_5,default,entity_2,-0.5100542990101968,-inf,inf
-user_5,default,entity_17,0.05710431263487662,-inf,inf
-user_6,default,entity_16,-0.06305869415402687,-inf,inf
-user_6,default,entity_6,-0.7677539107375391,-inf,inf
-user_6,default,entity_3,-2.8643609493870237,-inf,inf
-user_6,default,entity_11,-2.1819602163698275,-inf,inf
-user_6,default,entity_4,-0.43687483459641485,-inf,inf
-user_6,default,entity_9,-0.7354562201117167,-inf,inf
-user_6,default,entity_13,-1.6808275477504329,-inf,inf
-user_6,default,entity_8,0.9663711729296698,-inf,inf
-user_6,default,entity_14,0.621626369112255,-inf,inf
-user_6,default,entity_2,-0.35611410923840825,-inf,inf
-user_6,default,entity_10,1.408450182481708,-inf,inf
-user_6,default,entity_5,0.5043003970870001,-inf,inf
-user_6,default,entity_7,2.0966207883047416,-inf,inf
-user_7,default,entity_15,-0.5655431776581341,-inf,inf
-user_7,default,entity_12,-0.18604211953544048,-inf,inf
-user_7,default,entity_8,-0.719456200755322,-inf,inf
-user_7,default,entity_10,-0.824253089052783,-inf,inf
-user_7,default,entity_1,-1.1268342583835582,-inf,inf
-user_7,default,entity_3,1.6072561062359942,-inf,inf
-user_7,default,entity_18,0.43807952480223084,-inf,inf
-user_7,default,entity_2,1.1942940555235904,-inf,inf
-user_7,default,entity_4,-0.4542680865093558,-inf,inf
-user_7,default,entity_14,2.5219389650833213,-inf,inf
-user_7,default,entity_19,-0.6650799718202678,-inf,inf
-user_7,default,entity_9,-0.13580933330195982,-inf,inf
-user_7,default,entity_11,-0.4812107308028669,-inf,inf
-user_7,default,entity_17,1.96090138537457,-inf,inf
-user_8,default,entity_8,2.1127574448260513,-inf,inf
-user_8,default,entity_4,2.642406825318763,-inf,inf
-user_8,default,entity_9,0.5444086059726662,-inf,inf
-user_8,default,entity_11,0.5846999636827297,-inf,inf
-user_8,default,entity_2,0.7698291989015807,-inf,inf
-user_8,default,entity_18,1.3419798902453495,-inf,inf
-user_8,default,entity_5,1.7797980695330238,-inf,inf
-user_9,default,entity_3,-0.01253707482118327,-inf,inf
-user_9,default,entity_13,1.3216410202684816,-inf,inf
-user_9,default,entity_11,1.694370071188104,-inf,inf
-user_9,default,entity_14,1.5236251305880073,-inf,inf
-user_9,default,entity_9,2.4498918215182184,-inf,inf
diff --git a/solidago/tests/pipeline/saved_0/comparisons.csv b/solidago/tests/pipeline/saved_0/comparisons.csv
deleted file mode 100644
index 8cdbf4d9c6..0000000000
--- a/solidago/tests/pipeline/saved_0/comparisons.csv
+++ /dev/null
@@ -1,564 +0,0 @@
-username,criterion,left_name,right_name,comparison,comparison_max
-user_0,default,entity_15,entity_1,-10.0,10.0
-user_0,default,entity_10,entity_0,-10.0,10.0
-user_0,default,entity_10,entity_11,9.0,10.0
-user_0,default,entity_10,entity_4,10.0,10.0
-user_0,default,entity_12,entity_10,7.0,10.0
-user_0,default,entity_12,entity_3,10.0,10.0
-user_0,default,entity_12,entity_14,9.0,10.0
-user_0,default,entity_18,entity_1,-10.0,10.0
-user_0,default,entity_18,entity_10,0.0,10.0
-user_0,default,entity_1,entity_6,10.0,10.0
-user_0,default,entity_1,entity_2,10.0,10.0
-user_0,default,entity_1,entity_17,10.0,10.0
-user_0,default,entity_0,entity_6,10.0,10.0
-user_0,default,entity_0,entity_3,10.0,10.0
-user_0,default,entity_0,entity_8,10.0,10.0
-user_0,default,entity_11,entity_6,10.0,10.0
-user_0,default,entity_11,entity_2,-3.0,10.0
-user_0,default,entity_11,entity_3,8.0,10.0
-user_0,default,entity_2,entity_15,-9.0,10.0
-user_0,default,entity_2,entity_8,10.0,10.0
-user_0,default,entity_13,entity_0,-10.0,10.0
-user_0,default,entity_13,entity_11,-10.0,10.0
-user_0,default,entity_13,entity_6,-7.0,10.0
-user_0,default,entity_13,entity_2,-9.0,10.0
-user_0,default,entity_13,entity_17,-8.0,10.0
-user_0,default,entity_13,entity_19,7.0,10.0
-user_0,default,entity_9,entity_15,-9.0,10.0
-user_0,default,entity_9,entity_11,-10.0,10.0
-user_0,default,entity_7,entity_11,-10.0,10.0
-user_0,default,entity_17,entity_7,8.0,10.0
-user_0,default,entity_3,entity_18,-10.0,10.0
-user_0,default,entity_3,entity_9,-10.0,10.0
-user_0,default,entity_14,entity_6,-8.0,10.0
-user_0,default,entity_14,entity_13,-10.0,10.0
-user_0,default,entity_14,entity_19,10.0,10.0
-user_0,default,entity_8,entity_1,-10.0,10.0
-user_0,default,entity_8,entity_11,-10.0,10.0
-user_0,default,entity_8,entity_18,-10.0,10.0
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-user_5,default,entity_14,entity_17,10.0,10.0
-user_5,default,entity_4,entity_3,-10.0,10.0
-user_5,default,entity_4,entity_6,4.0,10.0
-user_5,default,entity_4,entity_7,-10.0,10.0
-user_5,default,entity_6,entity_3,-10.0,10.0
-user_5,default,entity_6,entity_18,9.0,10.0
-user_5,default,entity_6,entity_7,-8.0,10.0
-user_5,default,entity_2,entity_6,7.0,10.0
-user_5,default,entity_7,entity_14,-10.0,10.0
-user_5,default,entity_7,entity_18,10.0,10.0
-user_5,default,entity_7,entity_1,10.0,10.0
-user_5,default,entity_1,entity_3,-10.0,10.0
-user_5,default,entity_1,entity_2,-10.0,10.0
-user_5,default,entity_1,entity_4,10.0,10.0
-user_5,default,entity_1,entity_6,-8.0,10.0
-user_5,default,entity_1,entity_16,10.0,10.0
-user_5,default,entity_1,entity_17,2.0,10.0
-user_5,default,entity_16,entity_3,-10.0,10.0
-user_5,default,entity_16,entity_14,-10.0,10.0
-user_5,default,entity_16,entity_2,-10.0,10.0
-user_5,default,entity_16,entity_4,-10.0,10.0
-user_5,default,entity_16,entity_6,-8.0,10.0
-user_5,default,entity_16,entity_7,-9.0,10.0
-user_5,default,entity_16,entity_17,-10.0,10.0
-user_5,default,entity_17,entity_18,2.0,10.0
-user_5,default,entity_17,entity_4,-8.0,10.0
-user_5,default,entity_17,entity_6,-10.0,10.0
-user_5,default,entity_17,entity_7,-10.0,10.0
-user_6,default,entity_16,entity_12,-10.0,10.0
-user_6,default,entity_16,entity_6,-10.0,10.0
-user_6,default,entity_16,entity_13,8.0,10.0
-user_6,default,entity_16,entity_10,10.0,10.0
-user_6,default,entity_3,entity_6,-10.0,10.0
-user_6,default,entity_3,entity_4,8.0,10.0
-user_6,default,entity_9,entity_12,-7.0,10.0
-user_6,default,entity_9,entity_8,7.0,10.0
-user_6,default,entity_9,entity_14,10.0,10.0
-user_6,default,entity_11,entity_9,10.0,10.0
-user_6,default,entity_11,entity_1,9.0,10.0
-user_6,default,entity_11,entity_7,10.0,10.0
-user_6,default,entity_13,entity_11,-9.0,10.0
-user_6,default,entity_13,entity_4,-3.0,10.0
-user_6,default,entity_13,entity_8,10.0,10.0
-user_6,default,entity_13,entity_5,10.0,10.0
-user_6,default,entity_17,entity_13,9.0,10.0
-user_6,default,entity_17,entity_5,10.0,10.0
-user_6,default,entity_12,entity_8,10.0,10.0
-user_6,default,entity_12,entity_18,10.0,10.0
-user_6,default,entity_12,entity_0,10.0,10.0
-user_6,default,entity_12,entity_5,10.0,10.0
-user_6,default,entity_6,entity_8,10.0,10.0
-user_6,default,entity_6,entity_2,10.0,10.0
-user_6,default,entity_6,entity_10,9.0,10.0
-user_6,default,entity_6,entity_5,10.0,10.0
-user_6,default,entity_8,entity_3,-10.0,10.0
-user_6,default,entity_8,entity_18,9.0,10.0
-user_6,default,entity_8,entity_5,-7.0,10.0
-user_6,default,entity_14,entity_16,-7.0,10.0
-user_6,default,entity_14,entity_12,-10.0,10.0
-user_6,default,entity_14,entity_6,-10.0,10.0
-user_6,default,entity_14,entity_11,-10.0,10.0
-user_6,default,entity_14,entity_13,-5.0,10.0
-user_6,default,entity_14,entity_8,6.0,10.0
-user_6,default,entity_14,entity_18,8.0,10.0
-user_6,default,entity_14,entity_2,-5.0,10.0
-user_6,default,entity_14,entity_10,10.0,10.0
-user_6,default,entity_14,entity_1,9.0,10.0
-user_6,default,entity_14,entity_7,9.0,10.0
-user_6,default,entity_18,entity_16,-10.0,10.0
-user_6,default,entity_18,entity_3,-10.0,10.0
-user_6,default,entity_18,entity_7,-4.0,10.0
-user_6,default,entity_2,entity_17,-10.0,10.0
-user_6,default,entity_2,entity_13,-9.0,10.0
-user_6,default,entity_10,entity_12,-10.0,10.0
-user_6,default,entity_10,entity_8,-10.0,10.0
-user_6,default,entity_10,entity_18,-8.0,10.0
-user_6,default,entity_0,entity_6,-10.0,10.0
-user_6,default,entity_0,entity_4,-10.0,10.0
-user_6,default,entity_0,entity_1,-10.0,10.0
-user_6,default,entity_0,entity_7,10.0,10.0
-user_6,default,entity_5,entity_3,-10.0,10.0
-user_6,default,entity_5,entity_2,-10.0,10.0
-user_6,default,entity_1,entity_9,-9.0,10.0
-user_6,default,entity_1,entity_18,8.0,10.0
-user_6,default,entity_1,entity_7,10.0,10.0
-user_6,default,entity_7,entity_12,-10.0,10.0
-user_6,default,entity_7,entity_6,-9.0,10.0
-user_6,default,entity_7,entity_5,-10.0,10.0
-user_7,default,entity_6,entity_8,-10.0,10.0
-user_7,default,entity_6,entity_10,-2.0,10.0
-user_7,default,entity_6,entity_4,-6.0,10.0
-user_7,default,entity_6,entity_17,-5.0,10.0
-user_7,default,entity_12,entity_1,10.0,10.0
-user_7,default,entity_12,entity_17,10.0,10.0
-user_7,default,entity_8,entity_13,9.0,10.0
-user_7,default,entity_8,entity_5,9.0,10.0
-user_7,default,entity_13,entity_1,-4.0,10.0
-user_7,default,entity_15,entity_3,10.0,10.0
-user_7,default,entity_15,entity_2,10.0,10.0
-user_7,default,entity_15,entity_0,-9.0,10.0
-user_7,default,entity_2,entity_3,10.0,10.0
-user_7,default,entity_4,entity_15,-7.0,10.0
-user_7,default,entity_4,entity_10,-8.0,10.0
-user_7,default,entity_4,entity_11,4.0,10.0
-user_7,default,entity_16,entity_7,10.0,10.0
-user_7,default,entity_16,entity_14,10.0,10.0
-user_7,default,entity_16,entity_0,-10.0,10.0
-user_7,default,entity_16,entity_11,10.0,10.0
-user_7,default,entity_18,entity_14,10.0,10.0
-user_7,default,entity_14,entity_2,-10.0,10.0
-user_7,default,entity_14,entity_4,-10.0,10.0
-user_7,default,entity_10,entity_0,-10.0,10.0
-user_7,default,entity_19,entity_6,-8.0,10.0
-user_7,default,entity_19,entity_14,10.0,10.0
-user_7,default,entity_1,entity_19,3.0,10.0
-user_7,default,entity_9,entity_12,-10.0,10.0
-user_7,default,entity_9,entity_6,10.0,10.0
-user_7,default,entity_9,entity_1,8.0,10.0
-user_7,default,entity_5,entity_13,-7.0,10.0
-user_7,default,entity_5,entity_7,-10.0,10.0
-user_7,default,entity_5,entity_19,-6.0,10.0
-user_7,default,entity_3,entity_11,-8.0,10.0
-user_7,default,entity_11,entity_14,10.0,10.0
-user_7,default,entity_17,entity_16,-10.0,10.0
-user_7,default,entity_17,entity_1,-6.0,10.0
-user_7,default,entity_17,entity_0,-8.0,10.0
-user_7,default,entity_17,entity_19,5.0,10.0
-user_8,default,entity_4,entity_8,9.0,10.0
-user_8,default,entity_4,entity_18,-10.0,10.0
-user_8,default,entity_8,entity_14,-10.0,10.0
-user_8,default,entity_8,entity_5,-9.0,10.0
-user_8,default,entity_14,entity_4,10.0,10.0
-user_8,default,entity_14,entity_5,-9.0,10.0
-user_8,default,entity_6,entity_8,10.0,10.0
-user_8,default,entity_6,entity_2,-10.0,10.0
-user_8,default,entity_6,entity_18,-8.0,10.0
-user_8,default,entity_9,entity_8,10.0,10.0
-user_8,default,entity_9,entity_4,10.0,10.0
-user_8,default,entity_9,entity_5,-6.0,10.0
-user_8,default,entity_9,entity_13,-10.0,10.0
-user_8,default,entity_11,entity_8,10.0,10.0
-user_8,default,entity_11,entity_14,-9.0,10.0
-user_8,default,entity_11,entity_9,-9.0,10.0
-user_8,default,entity_2,entity_9,9.0,10.0
-user_8,default,entity_2,entity_5,7.0,10.0
-user_8,default,entity_5,entity_6,7.0,10.0
-user_8,default,entity_5,entity_11,10.0,10.0
-user_8,default,entity_5,entity_18,1.0,10.0
-user_8,default,entity_13,entity_14,8.0,10.0
-user_8,default,entity_13,entity_6,10.0,10.0
-user_8,default,entity_18,entity_13,-3.0,10.0
-user_9,default,entity_6,entity_3,-10.0,10.0
-user_9,default,entity_6,entity_17,7.0,10.0
-user_9,default,entity_6,entity_18,10.0,10.0
-user_9,default,entity_6,entity_12,-8.0,10.0
-user_9,default,entity_3,entity_16,-10.0,10.0
-user_9,default,entity_17,entity_3,-8.0,10.0
-user_9,default,entity_17,entity_13,6.0,10.0
-user_9,default,entity_17,entity_12,-10.0,10.0
-user_9,default,entity_17,entity_0,10.0,10.0
-user_9,default,entity_13,entity_11,6.0,10.0
-user_9,default,entity_13,entity_12,-10.0,10.0
-user_9,default,entity_11,entity_17,-9.0,10.0
-user_9,default,entity_11,entity_9,-7.0,10.0
-user_9,default,entity_18,entity_16,-10.0,10.0
-user_9,default,entity_18,entity_17,-10.0,10.0
-user_9,default,entity_18,entity_14,-6.0,10.0
-user_9,default,entity_18,entity_0,-10.0,10.0
-user_9,default,entity_12,entity_11,10.0,10.0
-user_9,default,entity_12,entity_14,10.0,10.0
-user_9,default,entity_12,entity_0,10.0,10.0
-user_9,default,entity_12,entity_9,10.0,10.0
-user_9,default,entity_14,entity_6,-10.0,10.0
-user_9,default,entity_14,entity_16,-10.0,10.0
-user_9,default,entity_14,entity_17,-9.0,10.0
-user_9,default,entity_14,entity_0,-5.0,10.0
-user_9,default,entity_14,entity_9,-10.0,10.0
-user_9,default,entity_0,entity_3,-8.0,10.0
-user_9,default,entity_0,entity_13,-10.0,10.0
-user_9,default,entity_0,entity_6,-10.0,10.0
-user_9,default,entity_0,entity_16,-10.0,10.0
-user_9,default,entity_9,entity_6,-10.0,10.0
-user_9,default,entity_9,entity_18,10.0,10.0
-user_9,default,entity_16,entity_9,9.0,10.0
diff --git a/solidago/tests/pipeline/saved_0/directs.csv b/solidago/tests/pipeline/saved_0/directs.csv
deleted file mode 100644
index 8b13789179..0000000000
--- a/solidago/tests/pipeline/saved_0/directs.csv
+++ /dev/null
@@ -1 +0,0 @@
-
diff --git a/solidago/tests/pipeline/saved_0/entities.csv b/solidago/tests/pipeline/saved_0/entities.csv
deleted file mode 100644
index c5d992f352..0000000000
--- a/solidago/tests/pipeline/saved_0/entities.csv
+++ /dev/null
@@ -1,21 +0,0 @@
-entity_name,vector_index
-entity_0,0
-entity_1,1
-entity_2,2
-entity_3,3
-entity_4,4
-entity_5,5
-entity_6,6
-entity_7,7
-entity_8,8
-entity_9,9
-entity_10,10
-entity_11,11
-entity_12,12
-entity_13,13
-entity_14,14
-entity_15,15
-entity_16,16
-entity_17,17
-entity_18,18
-entity_19,19
diff --git a/solidago/tests/pipeline/saved_0/entity_vectors.csv b/solidago/tests/pipeline/saved_0/entity_vectors.csv
deleted file mode 100644
index 1623eb294f..0000000000
--- a/solidago/tests/pipeline/saved_0/entity_vectors.csv
+++ /dev/null
@@ -1,20 +0,0 @@
--1.034242841784464684e+00,6.815945182816269821e-01,-8.034096641738410760e-01,-6.895497777502005432e-01,-4.555325035173431458e-01
-1.747915902505672858e-02,-3.539939112534839505e-01,-1.374951293418018805e+00,-6.436184028328905127e-01,-2.223403152224426638e+00
-6.252314510271874681e-01,-1.602057655606747621e+00,-1.104383339428450572e+00,5.216507926097440490e-02,-7.395629963913132876e-01
-1.543014595406735801e+00,-1.292856909723448577e+00,2.670508693491829288e-01,-3.928281822749560281e-02,-1.168093497741197417e+00
-5.232766605317537012e-01,-1.715463312222481052e-01,7.717905512136673529e-01,8.235041539637314445e-01,2.163235949280689852e+00
-1.336527949436391971e+00,-3.691818379424435803e-01,-2.393791775759263885e-01,1.099659595887113150e+00,6.552637307225978036e-01
-6.401315260975920518e-01,-1.616956044310834395e+00,-2.432612439893563558e-02,-7.380309092056887010e-01,2.799245990432382425e-01
--9.815038964295794144e-02,9.101789080925919428e-01,3.172182151913020554e-01,7.863279621089761529e-01,-4.664190967359430617e-01
--9.444462559182503769e-01,-4.100496932025484709e-01,-1.702041386144059407e-02,3.791517355550818036e-01,2.259308950690852136e+00
--4.225715166064269307e-02,-9.559450004927769751e-01,-3.459817756993864291e-01,-4.635959746460941999e-01,4.814814737734621763e-01
--1.540797014444624802e+00,6.326199420033171150e-02,1.565065379653755862e-01,2.321810362002757755e-01,-5.973160689653627120e-01
--2.379217297360070038e-01,-1.424060908982531570e+00,-4.933198833621940671e-01,-5.428614760167177478e-01,4.160500462614254991e-01
--1.156182431821912715e+00,7.811981017099933755e-01,1.494484544491368805e+00,-2.069985025013532542e+00,4.262587307781009471e-01
-6.769080350302455473e-01,-6.374370255522290307e-01,-3.972718143287976567e-01,-1.328805775869556227e-01,-2.977908794017283256e-01
--3.090129690471222212e-01,-1.676003806329976697e+00,1.152331564783120044e+00,1.079618592036821090e+00,-8.133642592042028552e-01
--1.466424327802513972e+00,5.210648764527585630e-01,-5.757879698130661250e-01,1.419531633207796739e-01,-3.193284171450951892e-01
-6.915387510701865859e-01,6.947491436560059297e-01,-7.255973784635842971e-01,-1.383363955395055411e+00,-1.582938397335081904e+00
-6.103793791072051889e-01,-1.188859257784028900e+00,-5.068163542986875436e-01,-5.963140384505081215e-01,-5.256729626954628753e-02
--1.936279805846506941e+00,1.887785967938285514e-01,5.238910238342056047e-01,8.842208704466140989e-02,-3.108861716984717138e-01
-9.740016626878340855e-02,3.990463456401301956e-01,-2.772592756426650151e+00,1.955912308250694176e+00,3.900933226879264581e-01
diff --git a/solidago/tests/pipeline/saved_0/made_public.csv b/solidago/tests/pipeline/saved_0/made_public.csv
deleted file mode 100644
index 2a1934ee78..0000000000
--- a/solidago/tests/pipeline/saved_0/made_public.csv
+++ /dev/null
@@ -1,131 +0,0 @@
-username,entity_name,public
-user_0,entity_16,True
-user_0,entity_15,True
-user_0,entity_10,True
-user_0,entity_12,True
-user_0,entity_11,True
-user_0,entity_18,True
-user_0,entity_6,True
-user_0,entity_2,True
-user_0,entity_13,True
-user_0,entity_17,True
-user_0,entity_9,True
-user_0,entity_7,True
-user_0,entity_14,True
-user_0,entity_8,True
-user_1,entity_4,True
-user_1,entity_10,True
-user_1,entity_15,True
-user_1,entity_7,True
-user_1,entity_2,True
-user_1,entity_19,True
-user_1,entity_1,True
-user_1,entity_17,True
-user_1,entity_9,True
-user_1,entity_6,True
-user_1,entity_5,True
-user_1,entity_13,True
-user_1,entity_16,True
-user_1,entity_3,True
-user_1,entity_8,True
-user_1,entity_11,True
-user_2,entity_11,True
-user_2,entity_12,True
-user_2,entity_6,True
-user_2,entity_10,True
-user_2,entity_18,True
-user_2,entity_14,True
-user_2,entity_9,True
-user_2,entity_17,True
-user_2,entity_4,True
-user_2,entity_15,True
-user_2,entity_0,True
-user_2,entity_19,True
-user_2,entity_5,True
-user_2,entity_7,True
-user_2,entity_3,True
-user_2,entity_16,True
-user_3,entity_1,True
-user_3,entity_0,True
-user_3,entity_15,True
-user_3,entity_2,True
-user_3,entity_10,True
-user_3,entity_19,True
-user_3,entity_18,True
-user_3,entity_11,True
-user_3,entity_12,True
-user_3,entity_17,True
-user_3,entity_6,True
-user_3,entity_8,True
-user_3,entity_14,True
-user_3,entity_3,True
-user_3,entity_4,True
-user_4,entity_8,True
-user_4,entity_6,True
-user_4,entity_19,True
-user_4,entity_17,True
-user_4,entity_13,True
-user_4,entity_9,True
-user_4,entity_4,True
-user_4,entity_2,True
-user_4,entity_0,True
-user_4,entity_5,True
-user_4,entity_1,True
-user_4,entity_10,True
-user_4,entity_18,True
-user_4,entity_3,True
-user_4,entity_7,True
-user_4,entity_16,True
-user_5,entity_3,True
-user_5,entity_14,True
-user_5,entity_18,True
-user_5,entity_4,True
-user_5,entity_6,True
-user_5,entity_7,True
-user_5,entity_1,True
-user_5,entity_16,True
-user_5,entity_17,True
-user_6,entity_16,True
-user_6,entity_6,True
-user_6,entity_3,True
-user_6,entity_11,True
-user_6,entity_17,True
-user_6,entity_9,True
-user_6,entity_14,True
-user_6,entity_18,True
-user_6,entity_10,True
-user_6,entity_5,True
-user_6,entity_1,True
-user_7,entity_15,True
-user_7,entity_12,True
-user_7,entity_8,True
-user_7,entity_10,True
-user_7,entity_6,True
-user_7,entity_1,True
-user_7,entity_13,True
-user_7,entity_3,True
-user_7,entity_18,True
-user_7,entity_2,True
-user_7,entity_14,True
-user_7,entity_0,True
-user_7,entity_19,True
-user_7,entity_9,True
-user_7,entity_5,True
-user_7,entity_11,True
-user_7,entity_17,True
-user_8,entity_8,True
-user_8,entity_4,True
-user_8,entity_11,True
-user_8,entity_18,True
-user_8,entity_5,True
-user_8,entity_13,True
-user_9,entity_3,True
-user_9,entity_13,True
-user_9,entity_6,True
-user_9,entity_16,True
-user_9,entity_17,True
-user_9,entity_11,True
-user_9,entity_18,True
-user_9,entity_12,True
-user_9,entity_14,True
-user_9,entity_0,True
diff --git a/solidago/tests/pipeline/saved_0/state.json b/solidago/tests/pipeline/saved_0/state.json
deleted file mode 100644
index dfdad9f531..0000000000
--- a/solidago/tests/pipeline/saved_0/state.json
+++ /dev/null
@@ -1,50 +0,0 @@
-{
-    "users": [
-        "VectorUsers",
-        [
-            "tests/pipeline/saved_0/users.csv",
-            "tests/pipeline/saved_0/user_vectors.csv"
-        ]
-    ],
-    "entities": [
-        "VectorEntities",
-        [
-            "tests/pipeline/saved_0/entities.csv",
-            "tests/pipeline/saved_0/entity_vectors.csv"
-        ]
-    ],
-    "vouches": [
-        "Vouches",
-        "tests/pipeline/saved_0/vouches.csv"
-    ],
-    "made_public": [
-        "MadePublic",
-        "tests/pipeline/saved_0/made_public.csv"
-    ],
-    "assessments": [
-        "Assessments",
-        "tests/pipeline/saved_0/assessments.csv"
-    ],
-    "comparisons": [
-        "Comparisons",
-        "tests/pipeline/saved_0/comparisons.csv"
-    ],
-    "voting_rights": [
-        "VotingRights",
-        "tests/pipeline/saved_0/voting_rights.csv"
-    ],
-    "user_models": [
-        "UserModels",
-        {
-            "users": {},
-            "dataframes": {},
-            "default_model_cls": "DirectScoring"
-        }
-    ],
-    "global_model": [
-        "DirectScoring",
-        {
-            "directs": "tests/pipeline/saved_0/directs.csv"
-        }
-    ]
-}
\ No newline at end of file
diff --git a/solidago/tests/pipeline/saved_0/user_vectors.csv b/solidago/tests/pipeline/saved_0/user_vectors.csv
deleted file mode 100644
index 27fb959bd8..0000000000
--- a/solidago/tests/pipeline/saved_0/user_vectors.csv
+++ /dev/null
@@ -1,10 +0,0 @@
-1.764052345967664026e+00,4.001572083672232938e-01,9.787379841057392005e-01,2.240893199201457797e+00,1.867557990149967484e+00
-4.843121541206647507e-01,5.791404787067284676e-01,-1.815825727311959625e-01,1.410204631131214192e+00,-3.744716909802062177e-01
-1.532779214358457542e+00,1.469358769900285022e+00,1.549474256969163022e-01,3.781625196021735635e-01,-8.877857476301127537e-01
--1.252795360049926199e+00,7.774903558319100627e-01,-1.613897847557951515e+00,-2.127402802139687077e-01,-8.954665611936756253e-01
--3.536278564808815195e-01,-7.407474706616463678e-01,-6.750218315624022525e-01,-1.327842561200388849e-01,6.198010633228139277e-01
-9.252507517503312240e-01,-9.047861581686360566e-01,1.843691530027958825e+00,1.525507238662563880e+00,-1.445535581617193088e+00
--1.270484998485733596e+00,9.693967081580111556e-01,-1.173123405114159912e+00,1.943621185649292649e+00,-4.136189807597473456e-01
-3.764255311556294337e-01,-1.099400790584194487e+00,2.982381742060559726e-01,1.326385896687030330e+00,-6.945678597313654778e-01
--6.611042318158495412e-01,-1.180191015625916551e+00,1.976426381461429960e-01,4.138999766425577875e-01,1.197321980642760852e+00
--1.811278790918046333e+00,-6.311752177478401338e-01,-9.281591845702129584e-01,1.490721916959023341e+00,1.954993352753277014e-01
diff --git a/solidago/tests/pipeline/saved_0/users.csv b/solidago/tests/pipeline/saved_0/users.csv
deleted file mode 100644
index 97b6670473..0000000000
--- a/solidago/tests/pipeline/saved_0/users.csv
+++ /dev/null
@@ -1,11 +0,0 @@
-username,is_trustworthy,is_pretrusted,n_expected_vouches,n_comparisons,n_comparisons_per_entity,multiplicator,engagement_bias,vector_index
-user_0,True,False,26,54,2,0.02042558668422495,-0.977277879876411,0
-user_1,True,True,17,37,2,0.9613809291948594,0.27519831557632024,1
-user_2,True,True,0,33,3,0.1759135534346029,-1.980796468223927,2
-user_3,True,False,4,72,2,0.3511760868635276,0.386902497859262,3
-user_4,True,False,0,233,3,0.8831290462896029,1.7911684612099155,4
-user_5,False,False,0,47,9,0.9324028734240074,0.377160611108241,5
-user_6,True,False,1,46,5,2.519282139550544,-0.7474548114407578,6
-user_7,True,False,0,43,2,1.5784127264289458,-0.14963454032767076,7
-user_8,True,False,1,27,5,0.059780960642743096,1.8833538579153102,8
-user_9,True,False,0,35,6,1.599719459514838,-0.47160433354782627,9
diff --git a/solidago/tests/pipeline/saved_0/voting_rights.csv b/solidago/tests/pipeline/saved_0/voting_rights.csv
deleted file mode 100644
index 8b13789179..0000000000
--- a/solidago/tests/pipeline/saved_0/voting_rights.csv
+++ /dev/null
@@ -1 +0,0 @@
-
diff --git a/solidago/tests/pipeline/saved_0/vouches.csv b/solidago/tests/pipeline/saved_0/vouches.csv
deleted file mode 100644
index 8e45b754b1..0000000000
--- a/solidago/tests/pipeline/saved_0/vouches.csv
+++ /dev/null
@@ -1,24 +0,0 @@
-by,to,kind,weight,priority
-user_0,user_4,Personhood,0.5954263337434686,0
-user_0,user_8,Personhood,0.9742272864750473,0
-user_0,user_6,Personhood,0.07999942762187195,0
-user_0,user_2,Personhood,0.6507377163366674,0
-user_0,user_9,Personhood,0.7909467137031733,0
-user_0,user_3,Personhood,0.6685105994039791,0
-user_0,user_7,Personhood,0.17400309550170712,0
-user_0,user_1,Personhood,0.9745870288432815,0
-user_6,user_0,Personhood,0.8201966493572297,0
-user_6,user_3,Personhood,0.08035213916732376,0
-user_3,user_4,Personhood,0.9358942194211972,0
-user_3,user_8,Personhood,0.999855129338358,0
-user_3,user_0,Personhood,0.6174821685930441,0
-user_3,user_9,Personhood,0.9734458550318215,0
-user_3,user_1,Personhood,0.021068292613971695,0
-user_1,user_4,Personhood,0.6923214349223931,0
-user_1,user_8,Personhood,0.5007521844552536,0
-user_1,user_0,Personhood,0.8700068988139138,0
-user_1,user_6,Personhood,0.14443621179177568,0
-user_1,user_2,Personhood,0.9458846822069802,0
-user_1,user_9,Personhood,0.3358296375028642,0
-user_1,user_3,Personhood,0.061093835548232556,0
-user_1,user_7,Personhood,0.9120543816512728,0
diff --git a/solidago/tests/pipeline/saved_1/assessments.csv b/solidago/tests/pipeline/saved_1/assessments.csv
deleted file mode 100644
index 519382f2a0..0000000000
--- a/solidago/tests/pipeline/saved_1/assessments.csv
+++ /dev/null
@@ -1,85 +0,0 @@
-username,criterion,entity_name,assessment,assessment_min,assessment_max
-user_0,default,entity_3,-1.0105382101299045,-inf,inf
-user_0,default,entity_12,-1.71331353632223,-inf,inf
-user_0,default,entity_1,-1.3239814918236463,-inf,inf
-user_0,default,entity_4,0.920500770034956,-inf,inf
-user_0,default,entity_7,0.4990781868106289,-inf,inf
-user_0,default,entity_10,0.48638848119360245,-inf,inf
-user_0,default,entity_13,-0.502029505050659,-inf,inf
-user_0,default,entity_8,-0.9037157576236383,-inf,inf
-user_0,default,entity_19,1.727428903642088,-inf,inf
-user_0,default,entity_16,0.7357269712243752,-inf,inf
-user_0,default,entity_9,2.477033192868517,-inf,inf
-user_1,default,entity_2,0.6749011983516862,-inf,inf
-user_1,default,entity_17,0.5966726260661955,-inf,inf
-user_1,default,entity_19,1.0171894271940718,-inf,inf
-user_1,default,entity_1,-0.8825086363419016,-inf,inf
-user_1,default,entity_6,-1.4620328989342117,-inf,inf
-user_2,default,entity_18,-0.11140930960452455,-inf,inf
-user_2,default,entity_2,-1.262324320191697,-inf,inf
-user_2,default,entity_7,0.3895299432353783,-inf,inf
-user_2,default,entity_19,-1.9564473135653915,-inf,inf
-user_2,default,entity_11,-1.1475011684705776,-inf,inf
-user_2,default,entity_8,-1.2696274877629263,-inf,inf
-user_2,default,entity_9,-2.9903525477689477,-inf,inf
-user_3,default,entity_18,1.9153507951064306,-inf,inf
-user_3,default,entity_4,0.25454594363585303,-inf,inf
-user_3,default,entity_5,-0.128267004343675,-inf,inf
-user_3,default,entity_14,0.1943985535964745,-inf,inf
-user_3,default,entity_2,1.8486032528240726,-inf,inf
-user_3,default,entity_0,0.5759545438318047,-inf,inf
-user_3,default,entity_19,2.618929524358454,-inf,inf
-user_3,default,entity_11,-0.4232095486289502,-inf,inf
-user_3,default,entity_17,-0.6745288968920292,-inf,inf
-user_3,default,entity_3,0.9099176295632143,-inf,inf
-user_3,default,entity_6,-0.35522794281091596,-inf,inf
-user_3,default,entity_12,0.5845056771242227,-inf,inf
-user_4,default,entity_16,-1.6645312877170835,-inf,inf
-user_4,default,entity_19,-0.47488898298947857,-inf,inf
-user_4,default,entity_2,-1.2507085842977443,-inf,inf
-user_5,default,entity_12,1.4217162228484999,-inf,inf
-user_5,default,entity_6,0.03006866036419963,-inf,inf
-user_5,default,entity_9,0.2782941559227722,-inf,inf
-user_5,default,entity_18,0.00976166293406744,-inf,inf
-user_5,default,entity_19,-0.26609671747605584,-inf,inf
-user_5,default,entity_0,-0.5001313556059506,-inf,inf
-user_5,default,entity_2,-0.660125456168338,-inf,inf
-user_5,default,entity_16,-0.43894504116620664,-inf,inf
-user_5,default,entity_1,-1.061495490268387,-inf,inf
-user_5,default,entity_3,-0.9302017395548483,-inf,inf
-user_6,default,entity_8,0.9190448660994033,-inf,inf
-user_6,default,entity_15,3.1336248893292042,-inf,inf
-user_6,default,entity_0,0.5127905279240046,-inf,inf
-user_6,default,entity_1,1.6569804300909408,-inf,inf
-user_6,default,entity_2,-0.3166950871563956,-inf,inf
-user_6,default,entity_18,-0.987997839549114,-inf,inf
-user_6,default,entity_10,-0.6091647054393298,-inf,inf
-user_6,default,entity_12,0.6952460793171971,-inf,inf
-user_7,default,entity_17,-0.9822542999415784,-inf,inf
-user_7,default,entity_18,-0.7305266366693808,-inf,inf
-user_7,default,entity_9,-1.8593782683155684,-inf,inf
-user_7,default,entity_13,0.06934259092685474,-inf,inf
-user_7,default,entity_6,0.6312363529532076,-inf,inf
-user_7,default,entity_14,-0.8253322970574719,-inf,inf
-user_7,default,entity_19,1.428392364973362,-inf,inf
-user_7,default,entity_4,0.6420591992590334,-inf,inf
-user_7,default,entity_11,-0.7528458326420352,-inf,inf
-user_8,default,entity_14,0.12604318342035292,-inf,inf
-user_8,default,entity_2,1.6122397533752435,-inf,inf
-user_8,default,entity_15,1.950350888386514,-inf,inf
-user_8,default,entity_4,0.8825140265844302,-inf,inf
-user_8,default,entity_17,-0.3884049470974875,-inf,inf
-user_8,default,entity_13,-1.0294325503548252,-inf,inf
-user_8,default,entity_16,1.0777614235076736,-inf,inf
-user_8,default,entity_18,0.24795975021168665,-inf,inf
-user_8,default,entity_8,0.3667870219671939,-inf,inf
-user_8,default,entity_0,-1.1372981154012654,-inf,inf
-user_8,default,entity_1,1.8601395829189484,-inf,inf
-user_8,default,entity_7,-2.329555001054972,-inf,inf
-user_9,default,entity_17,-1.2130808594814704,-inf,inf
-user_9,default,entity_12,0.6047681252084638,-inf,inf
-user_9,default,entity_8,-0.48898500311805804,-inf,inf
-user_9,default,entity_13,-1.3657431803494051,-inf,inf
-user_9,default,entity_16,-0.5211187624699443,-inf,inf
-user_9,default,entity_15,-0.23686873770402087,-inf,inf
-user_9,default,entity_19,1.3581941457568785,-inf,inf
diff --git a/solidago/tests/pipeline/saved_1/comparisons.csv b/solidago/tests/pipeline/saved_1/comparisons.csv
deleted file mode 100644
index 80da549fc0..0000000000
--- a/solidago/tests/pipeline/saved_1/comparisons.csv
+++ /dev/null
@@ -1,627 +0,0 @@
-username,criterion,left_name,right_name,comparison,comparison_max
-user_0,default,entity_11,entity_3,-6.0,10.0
-user_0,default,entity_15,entity_3,-9.0,10.0
-user_0,default,entity_15,entity_10,10.0,10.0
-user_0,default,entity_15,entity_5,10.0,10.0
-user_0,default,entity_12,entity_1,7.0,10.0
-user_0,default,entity_7,entity_6,-10.0,10.0
-user_0,default,entity_7,entity_18,9.0,10.0
-user_0,default,entity_17,entity_5,10.0,10.0
-user_0,default,entity_4,entity_5,9.0,10.0
-user_0,default,entity_4,entity_2,10.0,10.0
-user_0,default,entity_3,entity_8,10.0,10.0
-user_0,default,entity_8,entity_11,-10.0,10.0
-user_0,default,entity_8,entity_2,3.0,10.0
-user_0,default,entity_14,entity_12,-10.0,10.0
-user_0,default,entity_14,entity_18,5.0,10.0
-user_0,default,entity_19,entity_3,-10.0,10.0
-user_0,default,entity_19,entity_12,-10.0,10.0
-user_0,default,entity_19,entity_4,-10.0,10.0
-user_0,default,entity_19,entity_13,4.0,10.0
-user_0,default,entity_19,entity_9,10.0,10.0
-user_0,default,entity_18,entity_11,-9.0,10.0
-user_0,default,entity_2,entity_10,-9.0,10.0
-user_0,default,entity_2,entity_16,9.0,10.0
-user_0,default,entity_13,entity_16,9.0,10.0
-user_0,default,entity_9,entity_4,-10.0,10.0
-user_0,default,entity_5,entity_9,10.0,10.0
-user_1,default,entity_11,entity_2,10.0,10.0
-user_1,default,entity_11,entity_13,10.0,10.0
-user_1,default,entity_11,entity_14,8.0,10.0
-user_1,default,entity_14,entity_9,10.0,10.0
-user_1,default,entity_14,entity_6,-10.0,10.0
-user_1,default,entity_2,entity_0,-9.0,10.0
-user_1,default,entity_2,entity_5,-10.0,10.0
-user_1,default,entity_2,entity_6,-10.0,10.0
-user_1,default,entity_0,entity_16,10.0,10.0
-user_1,default,entity_0,entity_13,9.0,10.0
-user_1,default,entity_0,entity_15,-10.0,10.0
-user_1,default,entity_15,entity_2,9.0,10.0
-user_1,default,entity_13,entity_15,-10.0,10.0
-user_1,default,entity_13,entity_10,-8.0,10.0
-user_1,default,entity_19,entity_11,-10.0,10.0
-user_1,default,entity_19,entity_14,10.0,10.0
-user_1,default,entity_19,entity_15,-10.0,10.0
-user_1,default,entity_19,entity_7,9.0,10.0
-user_1,default,entity_19,entity_4,9.0,10.0
-user_1,default,entity_8,entity_17,-10.0,10.0
-user_1,default,entity_8,entity_11,-10.0,10.0
-user_1,default,entity_8,entity_14,-10.0,10.0
-user_1,default,entity_7,entity_16,9.0,10.0
-user_1,default,entity_7,entity_0,-10.0,10.0
-user_1,default,entity_18,entity_9,10.0,10.0
-user_1,default,entity_18,entity_7,-10.0,10.0
-user_1,default,entity_12,entity_17,9.0,10.0
-user_1,default,entity_12,entity_9,10.0,10.0
-user_1,default,entity_12,entity_11,9.0,10.0
-user_1,default,entity_12,entity_14,10.0,10.0
-user_1,default,entity_12,entity_19,9.0,10.0
-user_1,default,entity_12,entity_8,10.0,10.0
-user_1,default,entity_12,entity_1,10.0,10.0
-user_1,default,entity_3,entity_16,10.0,10.0
-user_1,default,entity_3,entity_4,10.0,10.0
-user_1,default,entity_3,entity_1,10.0,10.0
-user_1,default,entity_17,entity_5,-10.0,10.0
-user_1,default,entity_17,entity_10,-9.0,10.0
-user_1,default,entity_9,entity_5,-10.0,10.0
-user_1,default,entity_9,entity_4,-10.0,10.0
-user_1,default,entity_4,entity_16,8.0,10.0
-user_1,default,entity_4,entity_0,-9.0,10.0
-user_1,default,entity_1,entity_2,10.0,10.0
-user_1,default,entity_1,entity_16,10.0,10.0
-user_1,default,entity_1,entity_11,-10.0,10.0
-user_1,default,entity_1,entity_10,-4.0,10.0
-user_1,default,entity_10,entity_14,7.0,10.0
-user_1,default,entity_6,entity_15,7.0,10.0
-user_1,default,entity_6,entity_1,10.0,10.0
-user_1,default,entity_6,entity_10,6.0,10.0
-user_2,default,entity_7,entity_18,-9.0,10.0
-user_2,default,entity_7,entity_2,-10.0,10.0
-user_2,default,entity_7,entity_19,-4.0,10.0
-user_2,default,entity_7,entity_8,-9.0,10.0
-user_2,default,entity_7,entity_9,-10.0,10.0
-user_2,default,entity_18,entity_19,8.0,10.0
-user_2,default,entity_19,entity_10,10.0,10.0
-user_2,default,entity_19,entity_2,-7.0,10.0
-user_2,default,entity_19,entity_11,9.0,10.0
-user_2,default,entity_19,entity_1,1.0,10.0
-user_2,default,entity_19,entity_8,-10.0,10.0
-user_2,default,entity_10,entity_11,-9.0,10.0
-user_2,default,entity_2,entity_11,10.0,10.0
-user_2,default,entity_2,entity_9,-7.0,10.0
-user_2,default,entity_1,entity_10,8.0,10.0
-user_2,default,entity_1,entity_7,7.0,10.0
-user_2,default,entity_11,entity_1,-8.0,10.0
-user_2,default,entity_8,entity_18,9.0,10.0
-user_2,default,entity_8,entity_2,10.0,10.0
-user_2,default,entity_8,entity_11,9.0,10.0
-user_2,default,entity_8,entity_1,9.0,10.0
-user_2,default,entity_9,entity_10,10.0,10.0
-user_2,default,entity_9,entity_19,8.0,10.0
-user_2,default,entity_9,entity_11,10.0,10.0
-user_3,default,entity_9,entity_8,-10.0,10.0
-user_3,default,entity_9,entity_18,-10.0,10.0
-user_3,default,entity_9,entity_10,-10.0,10.0
-user_3,default,entity_9,entity_19,-10.0,10.0
-user_3,default,entity_9,entity_1,-10.0,10.0
-user_3,default,entity_4,entity_18,10.0,10.0
-user_3,default,entity_4,entity_5,4.0,10.0
-user_3,default,entity_4,entity_14,10.0,10.0
-user_3,default,entity_4,entity_13,-10.0,10.0
-user_3,default,entity_4,entity_7,10.0,10.0
-user_3,default,entity_4,entity_11,9.0,10.0
-user_3,default,entity_4,entity_16,9.0,10.0
-user_3,default,entity_4,entity_15,-10.0,10.0
-user_3,default,entity_4,entity_6,-10.0,10.0
-user_3,default,entity_8,entity_5,6.0,10.0
-user_3,default,entity_8,entity_2,-6.0,10.0
-user_3,default,entity_8,entity_7,10.0,10.0
-user_3,default,entity_8,entity_0,-10.0,10.0
-user_3,default,entity_8,entity_11,8.0,10.0
-user_3,default,entity_8,entity_16,-9.0,10.0
-user_3,default,entity_8,entity_6,-10.0,10.0
-user_3,default,entity_14,entity_8,-7.0,10.0
-user_3,default,entity_14,entity_10,-10.0,10.0
-user_3,default,entity_14,entity_3,-7.0,10.0
-user_3,default,entity_18,entity_14,8.0,10.0
-user_3,default,entity_18,entity_13,-10.0,10.0
-user_3,default,entity_18,entity_0,-10.0,10.0
-user_3,default,entity_18,entity_11,10.0,10.0
-user_3,default,entity_18,entity_17,8.0,10.0
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-user_8,default,entity_6,entity_3,-10.0,10.0
-user_8,default,entity_6,entity_18,10.0,10.0
-user_8,default,entity_6,entity_8,10.0,10.0
-user_8,default,entity_13,entity_14,9.0,10.0
-user_8,default,entity_13,entity_9,-7.0,10.0
-user_8,default,entity_13,entity_17,-10.0,10.0
-user_8,default,entity_13,entity_19,8.0,10.0
-user_8,default,entity_13,entity_3,6.0,10.0
-user_8,default,entity_13,entity_18,10.0,10.0
-user_8,default,entity_13,entity_1,10.0,10.0
-user_8,default,entity_2,entity_13,-9.0,10.0
-user_8,default,entity_2,entity_19,6.0,10.0
-user_8,default,entity_2,entity_16,8.0,10.0
-user_8,default,entity_2,entity_3,-3.0,10.0
-user_8,default,entity_2,entity_5,9.0,10.0
-user_8,default,entity_2,entity_10,-6.0,10.0
-user_8,default,entity_2,entity_18,6.0,10.0
-user_8,default,entity_2,entity_8,10.0,10.0
-user_8,default,entity_2,entity_0,8.0,10.0
-user_8,default,entity_2,entity_1,4.0,10.0
-user_8,default,entity_2,entity_7,-10.0,10.0
-user_8,default,entity_19,entity_9,-10.0,10.0
-user_8,default,entity_19,entity_15,10.0,10.0
-user_8,default,entity_19,entity_17,-10.0,10.0
-user_8,default,entity_19,entity_11,1.0,10.0
-user_8,default,entity_19,entity_12,-9.0,10.0
-user_8,default,entity_19,entity_16,-6.0,10.0
-user_8,default,entity_19,entity_8,9.0,10.0
-user_8,default,entity_12,entity_14,10.0,10.0
-user_8,default,entity_12,entity_9,-10.0,10.0
-user_8,default,entity_12,entity_2,9.0,10.0
-user_8,default,entity_12,entity_15,10.0,10.0
-user_8,default,entity_12,entity_4,10.0,10.0
-user_8,default,entity_12,entity_17,-10.0,10.0
-user_8,default,entity_12,entity_11,8.0,10.0
-user_8,default,entity_12,entity_6,6.0,10.0
-user_8,default,entity_12,entity_13,-8.0,10.0
-user_8,default,entity_12,entity_3,10.0,10.0
-user_8,default,entity_12,entity_10,10.0,10.0
-user_8,default,entity_12,entity_0,8.0,10.0
-user_8,default,entity_12,entity_1,9.0,10.0
-user_8,default,entity_16,entity_14,9.0,10.0
-user_8,default,entity_16,entity_9,-10.0,10.0
-user_8,default,entity_16,entity_17,-9.0,10.0
-user_8,default,entity_16,entity_13,-10.0,10.0
-user_8,default,entity_16,entity_12,-9.0,10.0
-user_8,default,entity_16,entity_18,-2.0,10.0
-user_8,default,entity_16,entity_8,9.0,10.0
-user_8,default,entity_16,entity_7,-9.0,10.0
-user_8,default,entity_3,entity_15,10.0,10.0
-user_8,default,entity_3,entity_11,10.0,10.0
-user_8,default,entity_3,entity_19,10.0,10.0
-user_8,default,entity_3,entity_16,10.0,10.0
-user_8,default,entity_3,entity_8,9.0,10.0
-user_8,default,entity_3,entity_7,-9.0,10.0
-user_8,default,entity_5,entity_14,-1.0,10.0
-user_8,default,entity_5,entity_9,-10.0,10.0
-user_8,default,entity_5,entity_15,10.0,10.0
-user_8,default,entity_5,entity_17,-9.0,10.0
-user_8,default,entity_5,entity_6,-10.0,10.0
-user_8,default,entity_5,entity_13,-10.0,10.0
-user_8,default,entity_5,entity_19,-10.0,10.0
-user_8,default,entity_5,entity_12,-9.0,10.0
-user_8,default,entity_5,entity_16,-10.0,10.0
-user_8,default,entity_5,entity_3,-9.0,10.0
-user_8,default,entity_5,entity_10,-10.0,10.0
-user_8,default,entity_5,entity_18,-10.0,10.0
-user_8,default,entity_5,entity_0,-8.0,10.0
-user_8,default,entity_5,entity_1,-8.0,10.0
-user_8,default,entity_10,entity_14,10.0,10.0
-user_8,default,entity_10,entity_17,-10.0,10.0
-user_8,default,entity_10,entity_6,-9.0,10.0
-user_8,default,entity_10,entity_13,-9.0,10.0
-user_8,default,entity_10,entity_19,9.0,10.0
-user_8,default,entity_10,entity_16,10.0,10.0
-user_8,default,entity_10,entity_3,7.0,10.0
-user_8,default,entity_10,entity_8,6.0,10.0
-user_8,default,entity_10,entity_7,-10.0,10.0
-user_8,default,entity_18,entity_14,9.0,10.0
-user_8,default,entity_18,entity_9,-10.0,10.0
-user_8,default,entity_18,entity_19,9.0,10.0
-user_8,default,entity_18,entity_12,-9.0,10.0
-user_8,default,entity_18,entity_3,-3.0,10.0
-user_8,default,entity_18,entity_10,-5.0,10.0
-user_8,default,entity_18,entity_1,5.0,10.0
-user_8,default,entity_18,entity_7,-10.0,10.0
-user_8,default,entity_8,entity_14,8.0,10.0
-user_8,default,entity_8,entity_9,-10.0,10.0
-user_8,default,entity_8,entity_15,10.0,10.0
-user_8,default,entity_8,entity_17,-10.0,10.0
-user_8,default,entity_8,entity_13,-8.0,10.0
-user_8,default,entity_8,entity_12,-10.0,10.0
-user_8,default,entity_8,entity_5,9.0,10.0
-user_8,default,entity_8,entity_18,-8.0,10.0
-user_8,default,entity_8,entity_0,-8.0,10.0
-user_8,default,entity_8,entity_1,-10.0,10.0
-user_8,default,entity_8,entity_7,-10.0,10.0
-user_8,default,entity_0,entity_14,10.0,10.0
-user_8,default,entity_0,entity_9,-10.0,10.0
-user_8,default,entity_0,entity_4,-6.0,10.0
-user_8,default,entity_0,entity_6,-9.0,10.0
-user_8,default,entity_0,entity_13,-10.0,10.0
-user_8,default,entity_0,entity_19,-10.0,10.0
-user_8,default,entity_0,entity_16,-9.0,10.0
-user_8,default,entity_0,entity_3,-9.0,10.0
-user_8,default,entity_0,entity_10,-7.0,10.0
-user_8,default,entity_0,entity_18,-10.0,10.0
-user_8,default,entity_1,entity_14,10.0,10.0
-user_8,default,entity_1,entity_17,-9.0,10.0
-user_8,default,entity_1,entity_11,2.0,10.0
-user_8,default,entity_1,entity_6,-10.0,10.0
-user_8,default,entity_1,entity_19,4.0,10.0
-user_8,default,entity_1,entity_16,0.0,10.0
-user_8,default,entity_1,entity_3,-10.0,10.0
-user_8,default,entity_1,entity_10,-8.0,10.0
-user_8,default,entity_1,entity_0,8.0,10.0
-user_8,default,entity_7,entity_9,9.0,10.0
-user_8,default,entity_7,entity_15,9.0,10.0
-user_8,default,entity_7,entity_4,10.0,10.0
-user_8,default,entity_7,entity_11,10.0,10.0
-user_8,default,entity_7,entity_6,9.0,10.0
-user_8,default,entity_7,entity_13,10.0,10.0
-user_8,default,entity_7,entity_19,10.0,10.0
-user_8,default,entity_7,entity_12,9.0,10.0
-user_8,default,entity_7,entity_5,10.0,10.0
-user_8,default,entity_7,entity_0,10.0,10.0
-user_8,default,entity_7,entity_1,10.0,10.0
-user_9,default,entity_17,entity_9,7.0,10.0
-user_9,default,entity_17,entity_19,10.0,10.0
-user_9,default,entity_12,entity_17,2.0,10.0
-user_9,default,entity_12,entity_4,-9.0,10.0
-user_9,default,entity_12,entity_13,8.0,10.0
-user_9,default,entity_12,entity_16,7.0,10.0
-user_9,default,entity_9,entity_4,-9.0,10.0
-user_9,default,entity_9,entity_10,6.0,10.0
-user_9,default,entity_9,entity_19,10.0,10.0
-user_9,default,entity_8,entity_6,-5.0,10.0
-user_9,default,entity_8,entity_4,-10.0,10.0
-user_9,default,entity_16,entity_6,-10.0,10.0
-user_9,default,entity_3,entity_4,-9.0,10.0
-user_9,default,entity_3,entity_18,7.0,10.0
-user_9,default,entity_11,entity_12,-9.0,10.0
-user_9,default,entity_14,entity_8,-8.0,10.0
-user_9,default,entity_14,entity_19,-9.0,10.0
-user_9,default,entity_2,entity_1,10.0,10.0
-user_9,default,entity_19,entity_4,-10.0,10.0
-user_9,default,entity_19,entity_10,-9.0,10.0
-user_9,default,entity_19,entity_16,-7.0,10.0
-user_9,default,entity_5,entity_3,-9.0,10.0
-user_9,default,entity_5,entity_19,-8.0,10.0
-user_9,default,entity_7,entity_5,10.0,10.0
-user_9,default,entity_4,entity_18,10.0,10.0
-user_9,default,entity_10,entity_18,9.0,10.0
-user_9,default,entity_13,entity_18,-4.0,10.0
-user_9,default,entity_18,entity_1,-6.0,10.0
-user_9,default,entity_18,entity_19,1.0,10.0
diff --git a/solidago/tests/pipeline/saved_1/directs.csv b/solidago/tests/pipeline/saved_1/directs.csv
deleted file mode 100644
index 8b13789179..0000000000
--- a/solidago/tests/pipeline/saved_1/directs.csv
+++ /dev/null
@@ -1 +0,0 @@
-
diff --git a/solidago/tests/pipeline/saved_1/entities.csv b/solidago/tests/pipeline/saved_1/entities.csv
deleted file mode 100644
index c5d992f352..0000000000
--- a/solidago/tests/pipeline/saved_1/entities.csv
+++ /dev/null
@@ -1,21 +0,0 @@
-entity_name,vector_index
-entity_0,0
-entity_1,1
-entity_2,2
-entity_3,3
-entity_4,4
-entity_5,5
-entity_6,6
-entity_7,7
-entity_8,8
-entity_9,9
-entity_10,10
-entity_11,11
-entity_12,12
-entity_13,13
-entity_14,14
-entity_15,15
-entity_16,16
-entity_17,17
-entity_18,18
-entity_19,19
diff --git a/solidago/tests/pipeline/saved_1/entity_vectors.csv b/solidago/tests/pipeline/saved_1/entity_vectors.csv
deleted file mode 100644
index 9a61278b77..0000000000
--- a/solidago/tests/pipeline/saved_1/entity_vectors.csv
+++ /dev/null
@@ -1,20 +0,0 @@
-1.331457112587591807e+00,-2.873078634760188876e-01,6.800698398781045428e-01,-3.198015988986712133e-01,-1.272558755245994266e+00
-3.135477204634321557e-01,5.031848134353260615e-01,1.293225882532261783e+00,-1.104470264173163102e-01,-6.173620637123609090e-01
-5.627610966190262909e-01,2.407370922377322364e-01,2.806650771226390506e-01,-7.311270374727776855e-02,1.160338569993769609e+00
-3.694927163757237287e-01,1.904658708340981166e+00,1.111056698560504596e+00,6.590497961002101945e-01,-1.627438340616257362e+00
-6.023192802956289782e-01,4.202822036470595379e-01,8.109516728035557342e-01,1.044442094707258795e+00,-4.008781917889266411e-01
-8.240056184504076509e-01,-5.623054310190898075e-01,1.954878075009034433e+00,-1.331951666517248167e+00,-1.760688560398783409e+00
--1.650721265824100170e+00,-8.905555841630484748e-01,-1.119115398559727970e+00,1.956078903703641902e+00,-3.264994980781842360e-01
--1.342675789377435924e+00,1.114382976779791923e+00,-5.865239388215924832e-01,-1.236853376541397376e+00,8.758389276492994924e-01
-6.233621765780327229e-01,-4.349566829552277136e-01,1.407540000241228606e+00,1.291015797107254448e-01,1.616949598857300163e+00
-5.027408819999042988e-01,1.558805540619859320e+00,1.094026964254281725e-01,-1.219744396979032697e+00,2.449368649061397285e+00
--5.457741679825677261e-01,-1.988378628888967381e-01,-7.003985049212546610e-01,-2.033944489645584386e-01,2.426694410817945846e-01
-2.018301788740040348e-01,6.610202875986929127e-01,1.792158208975566991e+00,-1.204645717885074463e-01,-1.233120735446426641e+00
--1.182318126509633638e+00,-6.657545181991265659e-01,-1.674195807618932053e+00,8.250298244389858704e-01,-4.982135636310781046e-01
--3.109849783028508785e-01,-1.891482838003701473e-03,-1.396620424595431897e+00,-8.613163607760420115e-01,6.747115256879723244e-01
-6.185391307862931898e-01,-4.431719307006377617e-01,1.810534914125456307e+00,-1.305726922557737479e+00,-3.449872101549794623e-01
--2.308397431354694551e-01,-2.793085000146540153e+00,1.937528813616079759e+00,3.663320145400582595e-01,-1.044589381907791603e+00
-2.051173442857444407e+00,5.856620001723824576e-01,4.295261400219644865e-01,-6.069983982000460854e-01,1.062227240352178054e-01
--1.525680316229357736e+00,7.950260944248447315e-01,-3.744383188432206522e-01,1.340481965546231335e-01,1.202054862199705809e+00
-2.847481108490579338e-01,2.624674454632686116e-01,2.764993048221836558e-01,-7.332716038953128734e-01,8.360047194342687948e-01
-1.543359110804483736e+00,7.588056600979309341e-01,8.849088144648833421e-01,-8.772815189181882856e-01,-8.677872228729256454e-01
diff --git a/solidago/tests/pipeline/saved_1/made_public.csv b/solidago/tests/pipeline/saved_1/made_public.csv
deleted file mode 100644
index 81242e4796..0000000000
--- a/solidago/tests/pipeline/saved_1/made_public.csv
+++ /dev/null
@@ -1,138 +0,0 @@
-username,entity_name,public
-user_0,entity_6,True
-user_0,entity_17,True
-user_0,entity_11,True
-user_0,entity_4,True
-user_0,entity_7,True
-user_0,entity_10,True
-user_0,entity_5,True
-user_0,entity_13,True
-user_0,entity_0,True
-user_0,entity_8,True
-user_0,entity_14,True
-user_0,entity_18,True
-user_0,entity_2,True
-user_0,entity_9,True
-user_1,entity_2,True
-user_1,entity_17,True
-user_1,entity_16,True
-user_1,entity_9,True
-user_1,entity_13,True
-user_1,entity_11,True
-user_1,entity_14,True
-user_1,entity_0,True
-user_1,entity_15,True
-user_1,entity_19,True
-user_1,entity_8,True
-user_1,entity_7,True
-user_1,entity_18,True
-user_1,entity_12,True
-user_1,entity_5,True
-user_1,entity_10,True
-user_1,entity_6,True
-user_2,entity_18,True
-user_2,entity_10,True
-user_2,entity_2,True
-user_2,entity_19,True
-user_2,entity_11,True
-user_2,entity_1,True
-user_2,entity_8,True
-user_2,entity_9,True
-user_3,entity_8,True
-user_3,entity_18,True
-user_3,entity_9,True
-user_3,entity_4,True
-user_3,entity_5,True
-user_3,entity_13,True
-user_3,entity_7,True
-user_3,entity_10,True
-user_3,entity_19,True
-user_3,entity_11,True
-user_3,entity_17,True
-user_3,entity_16,True
-user_3,entity_15,True
-user_3,entity_3,True
-user_3,entity_1,True
-user_3,entity_12,True
-user_4,entity_6,True
-user_4,entity_14,True
-user_4,entity_19,True
-user_4,entity_2,True
-user_4,entity_3,True
-user_4,entity_0,True
-user_4,entity_18,True
-user_4,entity_12,True
-user_4,entity_7,True
-user_4,entity_9,True
-user_5,entity_13,True
-user_5,entity_12,True
-user_5,entity_17,True
-user_5,entity_6,True
-user_5,entity_9,True
-user_5,entity_18,True
-user_5,entity_19,True
-user_5,entity_2,True
-user_5,entity_16,True
-user_5,entity_14,True
-user_5,entity_1,True
-user_5,entity_3,True
-user_5,entity_11,True
-user_5,entity_4,True
-user_5,entity_15,True
-user_6,entity_15,True
-user_6,entity_1,True
-user_6,entity_11,True
-user_6,entity_4,True
-user_6,entity_9,True
-user_6,entity_5,True
-user_6,entity_3,True
-user_6,entity_18,True
-user_6,entity_17,True
-user_6,entity_12,True
-user_6,entity_13,True
-user_6,entity_7,True
-user_6,entity_19,True
-user_7,entity_15,True
-user_7,entity_17,True
-user_7,entity_18,True
-user_7,entity_2,True
-user_7,entity_12,True
-user_7,entity_5,True
-user_7,entity_13,True
-user_7,entity_6,True
-user_7,entity_14,True
-user_7,entity_19,True
-user_7,entity_10,True
-user_7,entity_8,True
-user_7,entity_0,True
-user_7,entity_4,True
-user_7,entity_3,True
-user_8,entity_9,True
-user_8,entity_4,True
-user_8,entity_17,True
-user_8,entity_13,True
-user_8,entity_19,True
-user_8,entity_12,True
-user_8,entity_16,True
-user_8,entity_3,True
-user_8,entity_5,True
-user_8,entity_18,True
-user_8,entity_8,True
-user_8,entity_1,True
-user_8,entity_7,True
-user_9,entity_6,True
-user_9,entity_9,True
-user_9,entity_2,True
-user_9,entity_17,True
-user_9,entity_12,True
-user_9,entity_4,True
-user_9,entity_10,True
-user_9,entity_16,True
-user_9,entity_3,True
-user_9,entity_15,True
-user_9,entity_11,True
-user_9,entity_1,True
-user_9,entity_7,True
-user_9,entity_19,True
-user_9,entity_0,True
-user_9,entity_5,True
diff --git a/solidago/tests/pipeline/saved_1/state.json b/solidago/tests/pipeline/saved_1/state.json
deleted file mode 100644
index fd06f4a27c..0000000000
--- a/solidago/tests/pipeline/saved_1/state.json
+++ /dev/null
@@ -1,50 +0,0 @@
-{
-    "users": [
-        "VectorUsers",
-        [
-            "tests/pipeline/saved_1/users.csv",
-            "tests/pipeline/saved_1/user_vectors.csv"
-        ]
-    ],
-    "entities": [
-        "VectorEntities",
-        [
-            "tests/pipeline/saved_1/entities.csv",
-            "tests/pipeline/saved_1/entity_vectors.csv"
-        ]
-    ],
-    "vouches": [
-        "Vouches",
-        "tests/pipeline/saved_1/vouches.csv"
-    ],
-    "made_public": [
-        "MadePublic",
-        "tests/pipeline/saved_1/made_public.csv"
-    ],
-    "assessments": [
-        "Assessments",
-        "tests/pipeline/saved_1/assessments.csv"
-    ],
-    "comparisons": [
-        "Comparisons",
-        "tests/pipeline/saved_1/comparisons.csv"
-    ],
-    "voting_rights": [
-        "VotingRights",
-        "tests/pipeline/saved_1/voting_rights.csv"
-    ],
-    "user_models": [
-        "UserModels",
-        {
-            "users": {},
-            "dataframes": {},
-            "default_model_cls": "DirectScoring"
-        }
-    ],
-    "global_model": [
-        "DirectScoring",
-        {
-            "directs": "tests/pipeline/saved_1/directs.csv"
-        }
-    ]
-}
\ No newline at end of file
diff --git a/solidago/tests/pipeline/saved_1/user_vectors.csv b/solidago/tests/pipeline/saved_1/user_vectors.csv
deleted file mode 100644
index 5a5438c1d7..0000000000
--- a/solidago/tests/pipeline/saved_1/user_vectors.csv
+++ /dev/null
@@ -1,10 +0,0 @@
-1.624345363663241670e+00,-6.117564136500753813e-01,-5.281717522634556961e-01,-1.072968622156170504e+00,8.654076293246785179e-01
-7.299755964138445741e-01,3.729937890629156372e-01,5.338109122825626107e-01,-9.197329900587369877e-02,1.913820387569044490e+00
--6.871727001195994111e-01,-8.452056414987195732e-01,-6.712461308368190549e-01,-1.266459891890136039e-02,-1.117310348635277784e+00
--4.161115800058857173e-01,1.250050047875099324e+00,1.248299787320349408e+00,-7.576741414245822259e-01,5.882941639193975947e-01
--1.546724068394847995e+00,1.045200627148581640e+00,1.010375480579554175e+00,7.083664394458424884e-02,7.175898258117037187e-01
-5.819251837754401135e-01,-4.102075176817785995e-01,2.296866102432924439e+00,1.688497054196278047e+00,6.258114709100178752e-01
--2.381773679148913581e-01,-3.408282832020982922e-01,4.875942060989832960e-01,1.739073027892894752e+00,6.896980492922520634e-02
-2.461628311401758751e+00,-3.161236874878875502e-01,-1.815062769984219448e+00,6.842495000715452802e-01,3.203252817340960373e-02
-5.205763370733708095e-01,-1.144341389623142691e+00,8.018610318713447205e-01,4.656729842414553816e-02,-1.865697719073487748e-01
--1.364447438960330328e-01,-1.190541877748098887e-01,1.740940830000459877e-02,-1.122018728746888350e+00,-5.170944579202279012e-01
diff --git a/solidago/tests/pipeline/saved_1/users.csv b/solidago/tests/pipeline/saved_1/users.csv
deleted file mode 100644
index c6a2207d46..0000000000
--- a/solidago/tests/pipeline/saved_1/users.csv
+++ /dev/null
@@ -1,11 +0,0 @@
-username,is_trustworthy,is_pretrusted,n_expected_vouches,n_comparisons,n_comparisons_per_entity,multiplicator,engagement_bias,vector_index
-user_0,True,False,0,30,2,1.6131677028403504,-2.3015386968802827,0
-user_1,True,False,5,50,4,0.13929490938806371,0.3307971296528913,1
-user_2,True,False,0,28,6,0.1499817868756233,0.23441569781709215,2
-user_3,True,False,0,124,5,2.33696455777187,0.34685933484898634,3
-user_4,True,True,372,34,5,0.020080402388700333,-0.2507049095463895,4
-user_5,False,False,1,60,4,0.06178784320291027,-1.6113638127883452,5
-user_6,True,False,2,72,3,0.07259450356908541,0.4732413910209555,6
-user_7,True,False,0,27,2,1.6334978643810734,0.19627020754632596,7
-user_8,True,False,0,441,7,3.3039580213976407,-0.10174587252914521,8
-user_9,True,False,0,38,3,0.9001256147465088,-0.997026827650263,9
diff --git a/solidago/tests/pipeline/saved_1/voting_rights.csv b/solidago/tests/pipeline/saved_1/voting_rights.csv
deleted file mode 100644
index 8b13789179..0000000000
--- a/solidago/tests/pipeline/saved_1/voting_rights.csv
+++ /dev/null
@@ -1 +0,0 @@
-
diff --git a/solidago/tests/pipeline/saved_1/vouches.csv b/solidago/tests/pipeline/saved_1/vouches.csv
deleted file mode 100644
index 1098f84108..0000000000
--- a/solidago/tests/pipeline/saved_1/vouches.csv
+++ /dev/null
@@ -1,18 +0,0 @@
-by,to,kind,weight,priority
-user_4,user_8,Personhood,0.8807696630187556,0
-user_4,user_0,Personhood,0.8009535396691173,0
-user_4,user_6,Personhood,0.018965645845007706,0
-user_4,user_2,Personhood,0.979549333084215,0
-user_4,user_9,Personhood,0.7067134391391225,0
-user_4,user_3,Personhood,0.5947348378982245,0
-user_4,user_7,Personhood,0.7018066768626702,0
-user_4,user_1,Personhood,0.9816592830694749,0
-user_6,user_0,Personhood,0.7414112330356288,0
-user_6,user_2,Personhood,0.3622312602509743,0
-user_6,user_3,Personhood,0.64783792792242,0
-user_1,user_8,Personhood,0.7974219201742728,0
-user_1,user_0,Personhood,0.7753202776036221,0
-user_1,user_2,Personhood,0.18154295128271236,0
-user_1,user_9,Personhood,0.40111850167903995,0
-user_1,user_3,Personhood,0.6174409675456891,0
-user_1,user_7,Personhood,0.7098806504644201,0
diff --git a/solidago/tests/pipeline/saved_2/assessments.csv b/solidago/tests/pipeline/saved_2/assessments.csv
deleted file mode 100644
index 1835c69194..0000000000
--- a/solidago/tests/pipeline/saved_2/assessments.csv
+++ /dev/null
@@ -1,80 +0,0 @@
-username,criterion,entity_name,assessment,assessment_min,assessment_max
-user_0,default,entity_19,-1.4525845033889069,-inf,inf
-user_1,default,entity_11,-0.058826660543643106,-inf,inf
-user_1,default,entity_8,-1.206348667748963,-inf,inf
-user_1,default,entity_14,-0.602696543868223,-inf,inf
-user_1,default,entity_4,-1.2094632364339786,-inf,inf
-user_1,default,entity_19,-1.033900469540076,-inf,inf
-user_1,default,entity_10,0.19752478027381254,-inf,inf
-user_1,default,entity_18,2.5128475246508852,-inf,inf
-user_1,default,entity_0,-0.8232954755653659,-inf,inf
-user_1,default,entity_15,0.4066133992650791,-inf,inf
-user_1,default,entity_13,-0.2854857976301378,-inf,inf
-user_2,default,entity_15,-2.8359738581193947,-inf,inf
-user_2,default,entity_11,-1.9139359180691624,-inf,inf
-user_2,default,entity_19,-1.1892764928925896,-inf,inf
-user_3,default,entity_18,0.7514610282793686,-inf,inf
-user_3,default,entity_15,0.4942799761142262,-inf,inf
-user_3,default,entity_5,1.1038765205536274,-inf,inf
-user_3,default,entity_3,0.7514724894347923,-inf,inf
-user_3,default,entity_16,0.7202410131061352,-inf,inf
-user_3,default,entity_14,-2.1173226391256232,-inf,inf
-user_3,default,entity_9,-0.1805410448339703,-inf,inf
-user_3,default,entity_8,-1.156762684119598,-inf,inf
-user_3,default,entity_10,-0.20626638819110507,-inf,inf
-user_4,default,entity_12,-1.7221955160127644,-inf,inf
-user_4,default,entity_14,-2.344880511698979,-inf,inf
-user_4,default,entity_13,-1.2751724683158705,-inf,inf
-user_4,default,entity_3,0.7532153745789859,-inf,inf
-user_4,default,entity_4,1.7328431682633283,-inf,inf
-user_4,default,entity_16,-0.4455839496657028,-inf,inf
-user_4,default,entity_10,-0.5558782844920263,-inf,inf
-user_4,default,entity_2,0.0933072523420907,-inf,inf
-user_4,default,entity_7,1.0283636317013691,-inf,inf
-user_5,default,entity_9,0.35182387305932766,-inf,inf
-user_5,default,entity_2,-0.04365501024716645,-inf,inf
-user_5,default,entity_0,1.1149122542376768,-inf,inf
-user_5,default,entity_7,2.178559829776541,-inf,inf
-user_5,default,entity_3,-0.5354268100088225,-inf,inf
-user_5,default,entity_19,0.9235576356677638,-inf,inf
-user_5,default,entity_1,-0.7767373028215522,-inf,inf
-user_5,default,entity_12,-2.0509509947688116,-inf,inf
-user_5,default,entity_18,-2.5081936439837014,-inf,inf
-user_5,default,entity_15,-1.4496880102466003,-inf,inf
-user_5,default,entity_16,-1.0170864722300035,-inf,inf
-user_6,default,entity_6,-1.1266643032953247,-inf,inf
-user_6,default,entity_3,0.05833322231814919,-inf,inf
-user_6,default,entity_15,0.49313411722772804,-inf,inf
-user_6,default,entity_8,1.2423683852614398,-inf,inf
-user_6,default,entity_1,0.287296273375988,-inf,inf
-user_6,default,entity_17,1.3791655054265797,-inf,inf
-user_6,default,entity_2,2.784553563679942,-inf,inf
-user_6,default,entity_7,0.029346194984397167,-inf,inf
-user_6,default,entity_18,2.8159881875311124,-inf,inf
-user_7,default,entity_0,0.5856113832645982,-inf,inf
-user_7,default,entity_9,0.10285423632004043,-inf,inf
-user_7,default,entity_2,1.283658806198447,-inf,inf
-user_7,default,entity_19,-0.2771651377923233,-inf,inf
-user_7,default,entity_10,1.072879426388581,-inf,inf
-user_7,default,entity_16,-0.8307224791176867,-inf,inf
-user_7,default,entity_12,0.9510630971633638,-inf,inf
-user_7,default,entity_15,-1.0035083815861001,-inf,inf
-user_8,default,entity_4,-3.6610571703355106,-inf,inf
-user_8,default,entity_10,-2.2462193650063598,-inf,inf
-user_8,default,entity_0,-1.3508479771161088,-inf,inf
-user_8,default,entity_19,-1.201611076877156,-inf,inf
-user_8,default,entity_6,-0.8028295184013081,-inf,inf
-user_8,default,entity_3,0.15643285037014273,-inf,inf
-user_8,default,entity_13,-0.7494578030799823,-inf,inf
-user_8,default,entity_2,0.837874709360686,-inf,inf
-user_8,default,entity_11,-0.23192681388525072,-inf,inf
-user_8,default,entity_7,1.4159130995744231,-inf,inf
-user_8,default,entity_18,-0.04468481756231846,-inf,inf
-user_8,default,entity_9,1.4238539118670073,-inf,inf
-user_8,default,entity_5,1.450621594499816,-inf,inf
-user_8,default,entity_17,-0.20612597670091004,-inf,inf
-user_8,default,entity_15,1.0555563692191778,-inf,inf
-user_9,default,entity_18,-1.761364191203025,-inf,inf
-user_9,default,entity_19,-1.6299920548376203,-inf,inf
-user_9,default,entity_11,-0.39920402300762065,-inf,inf
-user_9,default,entity_17,-0.383922345126267,-inf,inf
diff --git a/solidago/tests/pipeline/saved_2/comparisons.csv b/solidago/tests/pipeline/saved_2/comparisons.csv
deleted file mode 100644
index a5c4eb9149..0000000000
--- a/solidago/tests/pipeline/saved_2/comparisons.csv
+++ /dev/null
@@ -1,524 +0,0 @@
-username,criterion,left_name,right_name,comparison,comparison_max
-user_0,default,entity_0,entity_11,10.0,10.0
-user_0,default,entity_0,entity_12,10.0,10.0
-user_0,default,entity_0,entity_19,10.0,10.0
-user_0,default,entity_0,entity_10,9.0,10.0
-user_0,default,entity_11,entity_12,9.0,10.0
-user_0,default,entity_11,entity_2,10.0,10.0
-user_0,default,entity_11,entity_14,8.0,10.0
-user_0,default,entity_11,entity_13,10.0,10.0
-user_0,default,entity_19,entity_11,-9.0,10.0
-user_0,default,entity_19,entity_12,9.0,10.0
-user_0,default,entity_19,entity_14,9.0,10.0
-user_0,default,entity_19,entity_10,10.0,10.0
-user_0,default,entity_2,entity_12,-10.0,10.0
-user_0,default,entity_2,entity_19,-9.0,10.0
-user_0,default,entity_2,entity_14,-10.0,10.0
-user_0,default,entity_10,entity_11,-10.0,10.0
-user_0,default,entity_10,entity_12,-10.0,10.0
-user_0,default,entity_10,entity_2,7.0,10.0
-user_0,default,entity_4,entity_0,-10.0,10.0
-user_0,default,entity_4,entity_12,-10.0,10.0
-user_0,default,entity_4,entity_2,-7.0,10.0
-user_0,default,entity_4,entity_10,-10.0,10.0
-user_0,default,entity_14,entity_4,9.0,10.0
-user_0,default,entity_13,entity_0,-10.0,10.0
-user_0,default,entity_13,entity_2,10.0,10.0
-user_0,default,entity_13,entity_14,-10.0,10.0
-user_0,default,entity_13,entity_4,8.0,10.0
-user_1,default,entity_11,entity_6,9.0,10.0
-user_1,default,entity_11,entity_19,10.0,10.0
-user_1,default,entity_11,entity_15,10.0,10.0
-user_1,default,entity_8,entity_6,10.0,10.0
-user_1,default,entity_8,entity_14,7.0,10.0
-user_1,default,entity_8,entity_4,4.0,10.0
-user_1,default,entity_8,entity_18,8.0,10.0
-user_1,default,entity_8,entity_0,-10.0,10.0
-user_1,default,entity_14,entity_11,-10.0,10.0
-user_1,default,entity_14,entity_4,-2.0,10.0
-user_1,default,entity_14,entity_5,10.0,10.0
-user_1,default,entity_14,entity_0,-10.0,10.0
-user_1,default,entity_14,entity_13,1.0,10.0
-user_1,default,entity_5,entity_11,-10.0,10.0
-user_1,default,entity_5,entity_6,-9.0,10.0
-user_1,default,entity_4,entity_5,10.0,10.0
-user_1,default,entity_6,entity_19,-10.0,10.0
-user_1,default,entity_6,entity_10,-10.0,10.0
-user_1,default,entity_6,entity_18,10.0,10.0
-user_1,default,entity_19,entity_4,7.0,10.0
-user_1,default,entity_19,entity_5,8.0,10.0
-user_1,default,entity_10,entity_8,9.0,10.0
-user_1,default,entity_10,entity_5,10.0,10.0
-user_1,default,entity_10,entity_18,10.0,10.0
-user_1,default,entity_10,entity_0,-10.0,10.0
-user_1,default,entity_18,entity_5,8.0,10.0
-user_1,default,entity_18,entity_15,10.0,10.0
-user_1,default,entity_15,entity_4,-10.0,10.0
-user_1,default,entity_0,entity_15,10.0,10.0
-user_1,default,entity_13,entity_11,-10.0,10.0
-user_1,default,entity_13,entity_8,-1.0,10.0
-user_1,default,entity_13,entity_10,-8.0,10.0
-user_1,default,entity_13,entity_15,8.0,10.0
-user_2,default,entity_15,entity_11,9.0,10.0
-user_2,default,entity_15,entity_14,10.0,10.0
-user_2,default,entity_15,entity_19,10.0,10.0
-user_2,default,entity_12,entity_14,5.0,10.0
-user_2,default,entity_12,entity_18,8.0,10.0
-user_2,default,entity_12,entity_19,10.0,10.0
-user_2,default,entity_14,entity_11,4.0,10.0
-user_2,default,entity_14,entity_0,9.0,10.0
-user_2,default,entity_11,entity_17,4.0,10.0
-user_2,default,entity_11,entity_19,10.0,10.0
-user_2,default,entity_11,entity_0,10.0,10.0
-user_2,default,entity_18,entity_15,-10.0,10.0
-user_2,default,entity_18,entity_11,-1.0,10.0
-user_2,default,entity_18,entity_14,-1.0,10.0
-user_2,default,entity_18,entity_17,-0.0,10.0
-user_2,default,entity_18,entity_0,10.0,10.0
-user_2,default,entity_19,entity_14,-10.0,10.0
-user_2,default,entity_19,entity_18,-9.0,10.0
-user_2,default,entity_19,entity_0,10.0,10.0
-user_2,default,entity_17,entity_19,10.0,10.0
-user_2,default,entity_0,entity_15,-10.0,10.0
-user_2,default,entity_0,entity_17,-10.0,10.0
-user_3,default,entity_15,entity_12,7.0,10.0
-user_3,default,entity_15,entity_7,10.0,10.0
-user_3,default,entity_15,entity_6,10.0,10.0
-user_3,default,entity_12,entity_5,10.0,10.0
-user_3,default,entity_12,entity_6,7.0,10.0
-user_3,default,entity_3,entity_18,10.0,10.0
-user_3,default,entity_3,entity_0,-9.0,10.0
-user_3,default,entity_16,entity_15,-10.0,10.0
-user_3,default,entity_16,entity_2,-10.0,10.0
-user_3,default,entity_16,entity_8,-3.0,10.0
-user_3,default,entity_16,entity_17,-9.0,10.0
-user_3,default,entity_5,entity_1,0.0,10.0
-user_3,default,entity_5,entity_7,9.0,10.0
-user_3,default,entity_5,entity_11,-10.0,10.0
-user_3,default,entity_1,entity_3,-6.0,10.0
-user_3,default,entity_7,entity_18,-10.0,10.0
-user_3,default,entity_7,entity_16,-5.0,10.0
-user_3,default,entity_7,entity_17,-10.0,10.0
-user_3,default,entity_7,entity_19,-10.0,10.0
-user_3,default,entity_14,entity_5,10.0,10.0
-user_3,default,entity_14,entity_11,-10.0,10.0
-user_3,default,entity_14,entity_9,10.0,10.0
-user_3,default,entity_14,entity_4,1.0,10.0
-user_3,default,entity_14,entity_17,8.0,10.0
-user_3,default,entity_14,entity_6,10.0,10.0
-user_3,default,entity_18,entity_11,-10.0,10.0
-user_3,default,entity_18,entity_8,-3.0,10.0
-user_3,default,entity_18,entity_6,-9.0,10.0
-user_3,default,entity_11,entity_3,10.0,10.0
-user_3,default,entity_11,entity_10,10.0,10.0
-user_3,default,entity_11,entity_0,9.0,10.0
-user_3,default,entity_13,entity_18,9.0,10.0
-user_3,default,entity_13,entity_3,-10.0,10.0
-user_3,default,entity_13,entity_1,10.0,10.0
-user_3,default,entity_13,entity_19,-10.0,10.0
-user_3,default,entity_8,entity_5,5.0,10.0
-user_3,default,entity_10,entity_18,9.0,10.0
-user_3,default,entity_10,entity_2,10.0,10.0
-user_3,default,entity_10,entity_13,9.0,10.0
-user_3,default,entity_10,entity_9,6.0,10.0
-user_3,default,entity_4,entity_5,8.0,10.0
-user_3,default,entity_4,entity_16,10.0,10.0
-user_3,default,entity_4,entity_8,9.0,10.0
-user_3,default,entity_4,entity_19,-10.0,10.0
-user_3,default,entity_17,entity_18,10.0,10.0
-user_3,default,entity_17,entity_5,10.0,10.0
-user_3,default,entity_17,entity_10,-5.0,10.0
-user_3,default,entity_0,entity_12,7.0,10.0
-user_3,default,entity_0,entity_7,10.0,10.0
-user_3,default,entity_0,entity_13,10.0,10.0
-user_3,default,entity_6,entity_5,10.0,10.0
-user_3,default,entity_6,entity_11,-10.0,10.0
-user_3,default,entity_6,entity_9,-9.0,10.0
-user_3,default,entity_6,entity_10,-10.0,10.0
-user_3,default,entity_6,entity_4,-7.0,10.0
-user_3,default,entity_19,entity_12,10.0,10.0
-user_3,default,entity_19,entity_5,10.0,10.0
-user_3,default,entity_19,entity_8,10.0,10.0
-user_3,default,entity_9,entity_19,-10.0,10.0
-user_4,default,entity_11,entity_19,-1.0,10.0
-user_4,default,entity_11,entity_14,7.0,10.0
-user_4,default,entity_11,entity_13,10.0,10.0
-user_4,default,entity_11,entity_15,9.0,10.0
-user_4,default,entity_11,entity_18,6.0,10.0
-user_4,default,entity_11,entity_2,10.0,10.0
-user_4,default,entity_19,entity_14,10.0,10.0
-user_4,default,entity_19,entity_0,7.0,10.0
-user_4,default,entity_13,entity_14,-7.0,10.0
-user_4,default,entity_13,entity_1,2.0,10.0
-user_4,default,entity_13,entity_0,-10.0,10.0
-user_4,default,entity_13,entity_3,7.0,10.0
-user_4,default,entity_13,entity_10,10.0,10.0
-user_4,default,entity_13,entity_2,10.0,10.0
-user_4,default,entity_13,entity_7,8.0,10.0
-user_4,default,entity_12,entity_1,8.0,10.0
-user_4,default,entity_12,entity_10,10.0,10.0
-user_4,default,entity_0,entity_12,-9.0,10.0
-user_4,default,entity_0,entity_1,6.0,10.0
-user_4,default,entity_0,entity_18,7.0,10.0
-user_4,default,entity_0,entity_2,10.0,10.0
-user_4,default,entity_17,entity_19,-9.0,10.0
-user_4,default,entity_17,entity_16,6.0,10.0
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-user_9,default,entity_0,entity_1,10.0,10.0
-user_9,default,entity_0,entity_11,7.0,10.0
-user_9,default,entity_0,entity_17,8.0,10.0
-user_9,default,entity_1,entity_18,-10.0,10.0
-user_9,default,entity_1,entity_12,-10.0,10.0
-user_9,default,entity_1,entity_19,-10.0,10.0
-user_9,default,entity_1,entity_13,-10.0,10.0
-user_9,default,entity_1,entity_11,-4.0,10.0
-user_9,default,entity_1,entity_17,3.0,10.0
-user_9,default,entity_18,entity_10,10.0,10.0
-user_9,default,entity_10,entity_19,-10.0,10.0
-user_9,default,entity_10,entity_0,-6.0,10.0
-user_9,default,entity_10,entity_1,-10.0,10.0
-user_9,default,entity_10,entity_17,-9.0,10.0
-user_9,default,entity_11,entity_18,-10.0,10.0
-user_9,default,entity_11,entity_13,-10.0,10.0
-user_9,default,entity_17,entity_18,-10.0,10.0
-user_9,default,entity_17,entity_11,5.0,10.0
diff --git a/solidago/tests/pipeline/saved_2/directs.csv b/solidago/tests/pipeline/saved_2/directs.csv
deleted file mode 100644
index 8b13789179..0000000000
--- a/solidago/tests/pipeline/saved_2/directs.csv
+++ /dev/null
@@ -1 +0,0 @@
-
diff --git a/solidago/tests/pipeline/saved_2/entities.csv b/solidago/tests/pipeline/saved_2/entities.csv
deleted file mode 100644
index c5d992f352..0000000000
--- a/solidago/tests/pipeline/saved_2/entities.csv
+++ /dev/null
@@ -1,21 +0,0 @@
-entity_name,vector_index
-entity_0,0
-entity_1,1
-entity_2,2
-entity_3,3
-entity_4,4
-entity_5,5
-entity_6,6
-entity_7,7
-entity_8,8
-entity_9,9
-entity_10,10
-entity_11,11
-entity_12,12
-entity_13,13
-entity_14,14
-entity_15,15
-entity_16,16
-entity_17,17
-entity_18,18
-entity_19,19
diff --git a/solidago/tests/pipeline/saved_2/entity_vectors.csv b/solidago/tests/pipeline/saved_2/entity_vectors.csv
deleted file mode 100644
index 00e2056079..0000000000
--- a/solidago/tests/pipeline/saved_2/entity_vectors.csv
+++ /dev/null
@@ -1,20 +0,0 @@
-3.124401977874687875e-01,3.926544453907276910e-01,8.741426932125241356e-01,-1.909069955913438310e+00,4.697057079144928982e-01
-4.301881698073380389e-01,6.653899606559027236e-01,-8.486291119586006904e-01,-1.556422645529471627e-01,-9.418003602692104348e-01
-3.872009463267443996e-01,-2.839432199026542536e-01,9.755733867689768690e-01,1.006168904547254161e+00,-7.135252342849157658e-01
-1.137656081437535383e+00,6.045591658530551360e-01,-1.298607078727034070e+00,6.695357905089468487e-01,-1.310936002355813645e-01
--1.250546386745699401e+00,1.575100778259237222e+00,-3.420158024816835618e-01,1.018867278171872837e+00,5.211803157825379840e-01
--5.952528843885126486e-01,-1.691887359007874903e+00,-1.954931760288313169e-01,7.677720479085259342e-01,-6.712267407829074495e-01
--4.644616093889867847e-01,3.206773952199013511e-01,-1.387757672495757433e-01,1.229224288628436579e+00,1.032217820589004381e-01
--1.062845933034032297e+00,-8.753769607068713210e-01,-5.493103279611115664e-01,1.920944116455725270e+00,-9.537736820558510020e-01
-2.473533248139163088e-01,-4.731045934114349594e-01,6.234665923611374394e-01,3.452151766941003452e-01,-8.741978905025825641e-01
--4.721554011133928530e-02,-1.294245195423904704e+00,2.392875574659120430e-01,2.440659372310779229e+00,3.226886607016601349e-01
--4.970116182613302791e-01,9.396370272349370278e-01,5.370474111182322874e-01,9.021692341485687550e-01,5.957546264782678236e-01
-3.709603879868912935e-01,-6.216811090002790641e-01,2.054362439402488139e-01,-1.498785811948191826e+00,1.259841693790746842e+00
-1.068935976230744045e-01,1.303707477647179758e+00,-9.015437305194611284e-01,-3.080005738271771598e+00,-6.125468915609645348e-01
--1.505413738596193651e+00,-2.949489139068938726e-01,-3.851816985694635209e-02,-7.766496220045288057e-01,-2.442741278303135755e-01
-1.398642585283493833e+00,-7.862226674616071831e-01,-3.633051554513058723e-01,-5.460741207668386998e-01,3.734110789720591905e-02
-2.087624943271561229e+00,-1.517707415504691237e+00,-1.138502780050262286e+00,1.022442177929622636e-01,2.390449788973610379e-01
--5.923679790965262759e-01,4.425038178739478661e-02,-2.019100289081706912e+00,8.057618879716533788e-01,-7.099960686200182947e-01
--5.298828249586088335e-01,-1.120908661553201124e+00,-5.843711166879869134e-01,-7.745870886201072780e-01,-5.890314478646165031e-03
--2.395576808198513596e+00,-1.004691355773311034e+00,-1.003816198964891049e+00,-1.186925911210818807e+00,-6.871369451554578678e-01
--9.018814512291789542e-01,3.517653779341770037e-01,-7.116927744340852957e-01,-1.369327638880085685e+00,1.050050825766807305e+00
diff --git a/solidago/tests/pipeline/saved_2/made_public.csv b/solidago/tests/pipeline/saved_2/made_public.csv
deleted file mode 100644
index 4ac6746f10..0000000000
--- a/solidago/tests/pipeline/saved_2/made_public.csv
+++ /dev/null
@@ -1,117 +0,0 @@
-username,entity_name,public
-user_0,entity_0,True
-user_0,entity_11,True
-user_0,entity_12,True
-user_0,entity_19,True
-user_0,entity_10,True
-user_0,entity_13,True
-user_1,entity_11,True
-user_1,entity_8,True
-user_1,entity_6,True
-user_1,entity_14,True
-user_1,entity_4,True
-user_1,entity_5,True
-user_1,entity_10,True
-user_1,entity_18,True
-user_1,entity_0,True
-user_1,entity_13,True
-user_2,entity_12,True
-user_2,entity_15,True
-user_2,entity_11,True
-user_2,entity_14,True
-user_2,entity_17,True
-user_2,entity_18,True
-user_2,entity_19,True
-user_2,entity_0,True
-user_3,entity_12,True
-user_3,entity_18,True
-user_3,entity_15,True
-user_3,entity_5,True
-user_3,entity_3,True
-user_3,entity_16,True
-user_3,entity_1,True
-user_3,entity_2,True
-user_3,entity_7,True
-user_3,entity_11,True
-user_3,entity_13,True
-user_3,entity_8,True
-user_3,entity_10,True
-user_3,entity_4,True
-user_3,entity_17,True
-user_3,entity_19,True
-user_4,entity_14,True
-user_4,entity_15,True
-user_4,entity_3,True
-user_4,entity_4,True
-user_4,entity_16,True
-user_4,entity_10,True
-user_4,entity_6,True
-user_4,entity_5,True
-user_4,entity_2,True
-user_4,entity_7,True
-user_5,entity_4,True
-user_5,entity_9,True
-user_5,entity_6,True
-user_5,entity_8,True
-user_5,entity_13,True
-user_5,entity_0,True
-user_5,entity_11,True
-user_5,entity_7,True
-user_5,entity_3,True
-user_5,entity_19,True
-user_5,entity_1,True
-user_5,entity_12,True
-user_5,entity_17,True
-user_5,entity_14,True
-user_5,entity_16,True
-user_6,entity_10,True
-user_6,entity_3,True
-user_6,entity_15,True
-user_6,entity_8,True
-user_6,entity_11,True
-user_6,entity_1,True
-user_6,entity_14,True
-user_6,entity_12,True
-user_6,entity_0,True
-user_6,entity_9,True
-user_6,entity_2,True
-user_6,entity_4,True
-user_6,entity_7,True
-user_6,entity_16,True
-user_6,entity_19,True
-user_6,entity_5,True
-user_7,entity_9,True
-user_7,entity_13,True
-user_7,entity_1,True
-user_7,entity_17,True
-user_7,entity_2,True
-user_7,entity_19,True
-user_7,entity_3,True
-user_7,entity_10,True
-user_7,entity_16,True
-user_7,entity_12,True
-user_7,entity_15,True
-user_8,entity_4,True
-user_8,entity_10,True
-user_8,entity_1,True
-user_8,entity_19,True
-user_8,entity_6,True
-user_8,entity_8,True
-user_8,entity_16,True
-user_8,entity_2,True
-user_8,entity_11,True
-user_8,entity_7,True
-user_8,entity_18,True
-user_8,entity_9,True
-user_8,entity_5,True
-user_8,entity_17,True
-user_8,entity_15,True
-user_9,entity_18,True
-user_9,entity_12,True
-user_9,entity_19,True
-user_9,entity_13,True
-user_9,entity_4,True
-user_9,entity_0,True
-user_9,entity_1,True
-user_9,entity_11,True
-user_9,entity_17,True
diff --git a/solidago/tests/pipeline/saved_2/state.json b/solidago/tests/pipeline/saved_2/state.json
deleted file mode 100644
index 2df9a27b9a..0000000000
--- a/solidago/tests/pipeline/saved_2/state.json
+++ /dev/null
@@ -1,50 +0,0 @@
-{
-    "users": [
-        "VectorUsers",
-        [
-            "tests/pipeline/saved_2/users.csv",
-            "tests/pipeline/saved_2/user_vectors.csv"
-        ]
-    ],
-    "entities": [
-        "VectorEntities",
-        [
-            "tests/pipeline/saved_2/entities.csv",
-            "tests/pipeline/saved_2/entity_vectors.csv"
-        ]
-    ],
-    "vouches": [
-        "Vouches",
-        "tests/pipeline/saved_2/vouches.csv"
-    ],
-    "made_public": [
-        "MadePublic",
-        "tests/pipeline/saved_2/made_public.csv"
-    ],
-    "assessments": [
-        "Assessments",
-        "tests/pipeline/saved_2/assessments.csv"
-    ],
-    "comparisons": [
-        "Comparisons",
-        "tests/pipeline/saved_2/comparisons.csv"
-    ],
-    "voting_rights": [
-        "VotingRights",
-        "tests/pipeline/saved_2/voting_rights.csv"
-    ],
-    "user_models": [
-        "UserModels",
-        {
-            "users": {},
-            "dataframes": {},
-            "default_model_cls": "DirectScoring"
-        }
-    ],
-    "global_model": [
-        "DirectScoring",
-        {
-            "directs": "tests/pipeline/saved_2/directs.csv"
-        }
-    ]
-}
\ No newline at end of file
diff --git a/solidago/tests/pipeline/saved_2/user_vectors.csv b/solidago/tests/pipeline/saved_2/user_vectors.csv
deleted file mode 100644
index 71208085c6..0000000000
--- a/solidago/tests/pipeline/saved_2/user_vectors.csv
+++ /dev/null
@@ -1,10 +0,0 @@
--4.167578474054706161e-01,-5.626682722632947442e-02,-2.136196095668454031e+00,1.640270808404988623e+00,-1.793435585194863124e+00
--1.160105773870658968e-01,-7.016276673727732671e-01,-1.389393422019740587e+00,4.905955596689043907e-01,-2.194363796852801252e-01
-8.063080748181024049e-01,-1.902000894260272190e+00,-1.688717622096487014e+00,-1.934373347760807604e+00,1.951490522838681130e-01
--4.193164821526888519e-01,-1.323288984367433641e-01,-3.957023969360570076e-02,3.260034333869806233e-01,-2.040323048728715172e+00
--1.894692647123808193e-01,-7.721866535295715539e-02,8.247030054369816066e-01,1.248212920597034037e+00,-4.038922693379394802e-01
--1.572082645507286158e-01,8.107058845072104836e-01,2.269112107540734335e+00,8.409926237787667125e-01,4.249779844462069356e-01
--9.022460680705017833e-01,-5.909722754694454183e-01,-2.761794922507377903e-01,-5.168838937325868077e-01,-6.985899499363886767e-01
--5.145740025997543876e-01,2.553016967719820007e-01,-7.992339456942589015e-02,-2.626036085742759485e-01,-5.902631053716143050e-01
-4.030041731026360319e-01,-2.932306095093709430e+00,-5.893146591574046633e-01,3.314237069394583568e-02,-1.827427803166928599e-01
--1.255427218345858353e+00,9.381636712741442397e-01,-4.683462595582318921e-01,-1.254720307112854760e+00,1.248236463858445333e-01
diff --git a/solidago/tests/pipeline/saved_2/users.csv b/solidago/tests/pipeline/saved_2/users.csv
deleted file mode 100644
index a3d0c8de1f..0000000000
--- a/solidago/tests/pipeline/saved_2/users.csv
+++ /dev/null
@@ -1,11 +0,0 @@
-username,is_trustworthy,is_pretrusted,n_expected_vouches,n_comparisons,n_comparisons_per_entity,multiplicator,engagement_bias,vector_index
-user_0,True,False,0,29,6,0.7036947917953755,-0.841747365656204,0
-user_1,True,False,0,31,5,2.2029213486841726,-0.30837443745650567,1
-user_2,False,False,1,28,7,0.742477928949466,1.5158409127552341,2
-user_3,True,False,0,55,5,0.8006831838190048,0.046255523141696904,3
-user_4,True,False,0,57,6,0.30622429421366615,-1.3845186665358649,4
-user_5,True,False,0,35,2,0.9925232900583055,1.122089844197508,5
-user_6,True,False,0,44,4,0.2608117076754005,-0.9288919245238192,6
-user_7,True,True,0,30,5,0.5540242108154312,0.11835124365062835,7
-user_8,True,False,3,564,6,0.02552441770686408,-1.232097935038745,8
-user_9,False,False,2,35,7,0.23382855130914784,0.7565021430525523,9
diff --git a/solidago/tests/pipeline/saved_2/voting_rights.csv b/solidago/tests/pipeline/saved_2/voting_rights.csv
deleted file mode 100644
index 8b13789179..0000000000
--- a/solidago/tests/pipeline/saved_2/voting_rights.csv
+++ /dev/null
@@ -1 +0,0 @@
-
diff --git a/solidago/tests/pipeline/saved_2/vouches.csv b/solidago/tests/pipeline/saved_2/vouches.csv
deleted file mode 100644
index abb988e5ff..0000000000
--- a/solidago/tests/pipeline/saved_2/vouches.csv
+++ /dev/null
@@ -1,5 +0,0 @@
-by,to,kind,weight,priority
-user_8,user_6,Personhood,0.7578187911881982,0
-user_8,user_3,Personhood,0.9399778721426987,0
-user_9,user_2,Personhood,0.3818447194466522,0
-user_2,user_9,Personhood,0.7160805886126386,0
diff --git a/solidago/tests/pipeline/saved_3/assessments.csv b/solidago/tests/pipeline/saved_3/assessments.csv
deleted file mode 100644
index eb0d4a4876..0000000000
--- a/solidago/tests/pipeline/saved_3/assessments.csv
+++ /dev/null
@@ -1,89 +0,0 @@
-username,criterion,entity_name,assessment,assessment_min,assessment_max
-user_0,default,entity_5,-3.0778431036073037,-inf,inf
-user_0,default,entity_11,0.5457049150299146,-inf,inf
-user_0,default,entity_19,1.1883908590615404,-inf,inf
-user_0,default,entity_9,-0.06520287401476732,-inf,inf
-user_0,default,entity_12,0.5175241051571868,-inf,inf
-user_0,default,entity_8,0.49659468860259803,-inf,inf
-user_0,default,entity_10,-1.6052088533824613,-inf,inf
-user_0,default,entity_1,0.6798410388903935,-inf,inf
-user_0,default,entity_13,-1.4472656606376002,-inf,inf
-user_0,default,entity_0,1.5669511837836034,-inf,inf
-user_1,default,entity_15,-2.6229624095243245,-inf,inf
-user_1,default,entity_11,-0.6758037670784225,-inf,inf
-user_1,default,entity_7,-2.937457831506115,-inf,inf
-user_1,default,entity_1,2.3107080735983985,-inf,inf
-user_1,default,entity_3,-0.5857800324194354,-inf,inf
-user_1,default,entity_2,1.0831782201448368,-inf,inf
-user_1,default,entity_0,1.4681772284242323,-inf,inf
-user_1,default,entity_8,1.5835237774013364,-inf,inf
-user_1,default,entity_10,2.441967589258004,-inf,inf
-user_1,default,entity_13,1.3406033002891062,-inf,inf
-user_1,default,entity_5,-0.5485133176579118,-inf,inf
-user_2,default,entity_19,-0.07215680187587509,-inf,inf
-user_2,default,entity_18,0.551526405715621,-inf,inf
-user_2,default,entity_10,0.9616651347037971,-inf,inf
-user_3,default,entity_10,1.1221712208694454,-inf,inf
-user_3,default,entity_1,2.0978286648145072,-inf,inf
-user_3,default,entity_19,1.524207753220772,-inf,inf
-user_3,default,entity_11,-0.9364827942525016,-inf,inf
-user_4,default,entity_14,-1.5337218702783963,-inf,inf
-user_4,default,entity_15,2.5774851492108075,-inf,inf
-user_4,default,entity_6,2.9693500578352436,-inf,inf
-user_4,default,entity_4,0.8233867311382906,-inf,inf
-user_4,default,entity_5,1.0146156143879748,-inf,inf
-user_4,default,entity_7,2.3339746004097113,-inf,inf
-user_4,default,entity_9,-0.3389989130078727,-inf,inf
-user_4,default,entity_17,2.1958773036246297,-inf,inf
-user_4,default,entity_8,-0.6878019237298407,-inf,inf
-user_4,default,entity_2,-2.8288615412042595,-inf,inf
-user_4,default,entity_1,-0.8349260400551561,-inf,inf
-user_4,default,entity_11,-2.0404317780659493,-inf,inf
-user_4,default,entity_10,-4.094890827624359,-inf,inf
-user_4,default,entity_13,-0.9107342740677639,-inf,inf
-user_5,default,entity_17,1.3888725447202552,-inf,inf
-user_5,default,entity_14,0.2717945067762948,-inf,inf
-user_5,default,entity_5,-0.15255201345042363,-inf,inf
-user_5,default,entity_10,-1.2203013648099585,-inf,inf
-user_5,default,entity_13,-2.3903477498911543,-inf,inf
-user_5,default,entity_19,-0.19454445747323967,-inf,inf
-user_5,default,entity_0,-0.3056953402540008,-inf,inf
-user_5,default,entity_2,-0.5475332971242813,-inf,inf
-user_6,default,entity_13,0.7830545060351708,-inf,inf
-user_6,default,entity_16,0.5971126552683883,-inf,inf
-user_6,default,entity_3,-0.3988498251072503,-inf,inf
-user_6,default,entity_6,1.0410071536293537,-inf,inf
-user_6,default,entity_7,0.9931535761469827,-inf,inf
-user_6,default,entity_9,0.44354344108960536,-inf,inf
-user_6,default,entity_4,0.5891779695841068,-inf,inf
-user_6,default,entity_19,-0.6110310678341472,-inf,inf
-user_6,default,entity_0,1.047934402928553,-inf,inf
-user_6,default,entity_18,-1.5524940062713082,-inf,inf
-user_6,default,entity_17,-0.7621477810785977,-inf,inf
-user_6,default,entity_12,0.06524569126000991,-inf,inf
-user_6,default,entity_1,-1.220620031928061,-inf,inf
-user_7,default,entity_6,0.2807570886969169,-inf,inf
-user_7,default,entity_3,-0.39835135635780144,-inf,inf
-user_7,default,entity_2,-0.873681348127856,-inf,inf
-user_7,default,entity_16,-1.1248723343077505,-inf,inf
-user_7,default,entity_8,-0.6057256724806902,-inf,inf
-user_7,default,entity_15,0.3376303922363344,-inf,inf
-user_7,default,entity_4,-0.5635404368514365,-inf,inf
-user_7,default,entity_18,0.5858382194895456,-inf,inf
-user_7,default,entity_1,0.311776651067358,-inf,inf
-user_7,default,entity_11,-0.08503238906156521,-inf,inf
-user_8,default,entity_2,-2.474496159978276,-inf,inf
-user_8,default,entity_13,-1.7579398153356218,-inf,inf
-user_8,default,entity_0,-0.6165086949295138,-inf,inf
-user_8,default,entity_14,-0.791852394489254,-inf,inf
-user_8,default,entity_9,-0.4926104339593279,-inf,inf
-user_8,default,entity_4,2.0918872026195134,-inf,inf
-user_8,default,entity_17,1.9402803539203122,-inf,inf
-user_8,default,entity_6,2.9378881402090493,-inf,inf
-user_9,default,entity_9,-2.525269683512091,-inf,inf
-user_9,default,entity_14,-0.9634167123788875,-inf,inf
-user_9,default,entity_19,-1.240962051990752,-inf,inf
-user_9,default,entity_2,-1.107794077492674,-inf,inf
-user_9,default,entity_15,-1.334626243403781,-inf,inf
-user_9,default,entity_3,-1.0826996587239461,-inf,inf
-user_9,default,entity_0,-2.284654383578735,-inf,inf
diff --git a/solidago/tests/pipeline/saved_3/comparisons.csv b/solidago/tests/pipeline/saved_3/comparisons.csv
deleted file mode 100644
index 18fba20c76..0000000000
--- a/solidago/tests/pipeline/saved_3/comparisons.csv
+++ /dev/null
@@ -1,328 +0,0 @@
-username,criterion,left_name,right_name,comparison,comparison_max
-user_0,default,entity_5,entity_11,9.0,10.0
-user_0,default,entity_17,entity_15,10.0,10.0
-user_0,default,entity_17,entity_14,10.0,10.0
-user_0,default,entity_6,entity_17,-10.0,10.0
-user_0,default,entity_6,entity_12,9.0,10.0
-user_0,default,entity_6,entity_2,10.0,10.0
-user_0,default,entity_6,entity_0,10.0,10.0
-user_0,default,entity_11,entity_6,-10.0,10.0
-user_0,default,entity_11,entity_13,-8.0,10.0
-user_0,default,entity_19,entity_6,6.0,10.0
-user_0,default,entity_15,entity_6,-10.0,10.0
-user_0,default,entity_15,entity_18,-9.0,10.0
-user_0,default,entity_12,entity_4,5.0,10.0
-user_0,default,entity_12,entity_1,9.0,10.0
-user_0,default,entity_12,entity_0,9.0,10.0
-user_0,default,entity_8,entity_15,6.0,10.0
-user_0,default,entity_8,entity_3,10.0,10.0
-user_0,default,entity_18,entity_17,-10.0,10.0
-user_0,default,entity_18,entity_4,10.0,10.0
-user_0,default,entity_18,entity_6,-10.0,10.0
-user_0,default,entity_18,entity_3,10.0,10.0
-user_0,default,entity_7,entity_5,-10.0,10.0
-user_0,default,entity_10,entity_4,10.0,10.0
-user_0,default,entity_10,entity_9,-6.0,10.0
-user_0,default,entity_10,entity_8,10.0,10.0
-user_0,default,entity_14,entity_12,-10.0,10.0
-user_0,default,entity_14,entity_13,-10.0,10.0
-user_0,default,entity_1,entity_17,-10.0,10.0
-user_0,default,entity_1,entity_11,-8.0,10.0
-user_0,default,entity_1,entity_6,-10.0,10.0
-user_0,default,entity_1,entity_18,-10.0,10.0
-user_0,default,entity_1,entity_0,-7.0,10.0
-user_0,default,entity_16,entity_15,-10.0,10.0
-user_0,default,entity_16,entity_3,-10.0,10.0
-user_0,default,entity_2,entity_11,-10.0,10.0
-user_0,default,entity_2,entity_15,3.0,10.0
-user_0,default,entity_2,entity_18,-10.0,10.0
-user_0,default,entity_3,entity_9,-9.0,10.0
-user_0,default,entity_3,entity_10,-10.0,10.0
-user_0,default,entity_3,entity_13,-9.0,10.0
-user_0,default,entity_13,entity_5,-8.0,10.0
-user_0,default,entity_13,entity_7,-4.0,10.0
-user_0,default,entity_13,entity_2,9.0,10.0
-user_1,default,entity_11,entity_6,-10.0,10.0
-user_1,default,entity_7,entity_6,9.0,10.0
-user_1,default,entity_1,entity_7,-10.0,10.0
-user_1,default,entity_1,entity_17,-10.0,10.0
-user_1,default,entity_6,entity_1,10.0,10.0
-user_1,default,entity_6,entity_4,-5.0,10.0
-user_1,default,entity_6,entity_13,10.0,10.0
-user_1,default,entity_2,entity_18,-10.0,10.0
-user_1,default,entity_4,entity_15,10.0,10.0
-user_1,default,entity_4,entity_1,10.0,10.0
-user_1,default,entity_4,entity_13,10.0,10.0
-user_1,default,entity_14,entity_0,10.0,10.0
-user_1,default,entity_8,entity_6,-10.0,10.0
-user_1,default,entity_8,entity_14,-10.0,10.0
-user_1,default,entity_15,entity_16,10.0,10.0
-user_1,default,entity_10,entity_0,-10.0,10.0
-user_1,default,entity_13,entity_9,-10.0,10.0
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-user_2,default,entity_19,entity_8,-2.0,10.0
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-user_2,default,entity_18,entity_9,-9.0,10.0
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-user_2,default,entity_12,entity_19,9.0,10.0
-user_2,default,entity_12,entity_0,10.0,10.0
-user_2,default,entity_12,entity_8,9.0,10.0
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-user_4,default,entity_16,entity_14,-5.0,10.0
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-user_4,default,entity_5,entity_6,10.0,10.0
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-user_5,default,entity_12,entity_6,10.0,10.0
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-user_9,default,entity_11,entity_19,10.0,10.0
-user_9,default,entity_19,entity_1,-10.0,10.0
-user_9,default,entity_13,entity_18,-10.0,10.0
-user_9,default,entity_13,entity_17,2.0,10.0
-user_9,default,entity_2,entity_1,2.0,10.0
-user_9,default,entity_2,entity_15,-8.0,10.0
-user_9,default,entity_2,entity_8,8.0,10.0
-user_9,default,entity_17,entity_11,-10.0,10.0
-user_9,default,entity_3,entity_4,-9.0,10.0
-user_9,default,entity_3,entity_19,-6.0,10.0
-user_9,default,entity_15,entity_6,8.0,10.0
diff --git a/solidago/tests/pipeline/saved_3/directs.csv b/solidago/tests/pipeline/saved_3/directs.csv
deleted file mode 100644
index 8b13789179..0000000000
--- a/solidago/tests/pipeline/saved_3/directs.csv
+++ /dev/null
@@ -1 +0,0 @@
-
diff --git a/solidago/tests/pipeline/saved_3/entities.csv b/solidago/tests/pipeline/saved_3/entities.csv
deleted file mode 100644
index c5d992f352..0000000000
--- a/solidago/tests/pipeline/saved_3/entities.csv
+++ /dev/null
@@ -1,21 +0,0 @@
-entity_name,vector_index
-entity_0,0
-entity_1,1
-entity_2,2
-entity_3,3
-entity_4,4
-entity_5,5
-entity_6,6
-entity_7,7
-entity_8,8
-entity_9,9
-entity_10,10
-entity_11,11
-entity_12,12
-entity_13,13
-entity_14,14
-entity_15,15
-entity_16,16
-entity_17,17
-entity_18,18
-entity_19,19
diff --git a/solidago/tests/pipeline/saved_3/entity_vectors.csv b/solidago/tests/pipeline/saved_3/entity_vectors.csv
deleted file mode 100644
index 8632b5a64d..0000000000
--- a/solidago/tests/pipeline/saved_3/entity_vectors.csv
+++ /dev/null
@@ -1,20 +0,0 @@
--3.970460660246598328e-02,-4.849910590849041414e-01,4.866966289166726467e-01,-9.150328383999083437e-01,3.594566566854823786e-01
-1.357583088270460481e+00,-8.774148377304785695e-01,1.567191591313540133e+00,-7.866629071816723384e-02,-5.891729577292285081e-01
-1.287135758196016777e+00,-1.698692890780092668e+00,-3.624548892345599849e-01,-4.869103647935561496e-01,-5.874784708445358605e-01
-7.846751074643467661e-01,6.680930222170627930e-01,-1.374272225740532927e-01,-7.068714734808164701e-01,-4.472824075428140089e-01
-5.823163098298373974e-01,1.754072864186542180e+00,-4.718538161266048192e-01,1.149771273307487740e-01,8.231524433827386300e-01
--1.012539126412381307e+00,-1.522406042628993428e-01,-3.251300173097065871e-01,1.725921241157060360e+00,-1.329341643519200422e-01
--5.697379029202347400e-01,2.203025038254929235e+00,-2.398869989063351638e-01,2.615583784534543099e-01,3.924130295188946183e-01
-8.181829657542774026e-01,1.928563634039156760e+00,-6.079613579790549283e-01,1.494920327191781473e+00,-2.115901689620179327e-01
-2.139601454300729677e-02,-1.013892509125942754e+00,-7.156912819662111236e-01,-8.068411879997166025e-01,-2.719361396230740024e-01
-7.111839670235166055e-01,1.074157424249174292e-01,-2.215068109137257324e-01,1.563021406787056256e+00,-5.684292659602619979e-01
-8.666639704562342783e-02,-3.510511922051995803e+00,-1.662382519560964278e+00,-6.540990911364275018e-01,2.901845607321921205e-01
-6.889138905925527023e-01,2.304001003488051758e-01,1.681585883178845220e-01,2.619089763187001374e-01,-1.558469407988441746e-01
-1.901823533470147626e-02,1.133247630324329736e+00,-9.766534043345554972e-01,1.722213493058383504e-01,-6.562676267540670239e-01
-5.264115810554828023e-01,-1.067891280792327757e+00,9.672596774917673057e-02,1.756457347345823372e-01,-6.880404447075193497e-01
-2.046453391705862490e+00,-1.029826208747166294e-01,2.224547000877253045e-01,-7.051422741068440470e-01,1.854008690851814745e+00
-9.473583564312499927e-01,2.226074147971808692e+00,1.675528069588383184e+00,-1.406400150115986458e-01,1.080126590825414956e+00
-1.913450136808701574e+00,3.504541669211250765e-01,-1.402194579099544092e-01,-8.455535719750695289e-01,8.613522689181467296e-02
--1.502511119949931695e+00,1.253150982871790609e+00,2.715804496485449415e-01,9.876874546580141079e-01,-3.352928314762036038e-02
-1.459412196021780295e+00,-6.260931982882538271e-01,2.107801808492391960e+00,8.980559346345219351e-01,1.917097232218573089e-01
--1.005909252353266586e-01,-5.416281855942102208e-01,4.121065058227708078e-01,1.495169082246652625e-01,1.128928167787692990e-02
diff --git a/solidago/tests/pipeline/saved_3/made_public.csv b/solidago/tests/pipeline/saved_3/made_public.csv
deleted file mode 100644
index 393af087d7..0000000000
--- a/solidago/tests/pipeline/saved_3/made_public.csv
+++ /dev/null
@@ -1,145 +0,0 @@
-username,entity_name,public
-user_0,entity_17,True
-user_0,entity_11,True
-user_0,entity_15,True
-user_0,entity_4,True
-user_0,entity_6,True
-user_0,entity_12,True
-user_0,entity_8,True
-user_0,entity_18,True
-user_0,entity_7,True
-user_0,entity_10,True
-user_0,entity_14,True
-user_0,entity_1,True
-user_0,entity_16,True
-user_0,entity_2,True
-user_0,entity_3,True
-user_0,entity_13,True
-user_0,entity_0,True
-user_1,entity_9,True
-user_1,entity_15,True
-user_1,entity_1,True
-user_1,entity_3,True
-user_1,entity_17,True
-user_1,entity_2,True
-user_1,entity_4,True
-user_1,entity_0,True
-user_1,entity_8,True
-user_1,entity_16,True
-user_1,entity_10,True
-user_2,entity_19,True
-user_2,entity_18,True
-user_2,entity_0,True
-user_2,entity_8,True
-user_2,entity_1,True
-user_2,entity_12,True
-user_2,entity_9,True
-user_3,entity_10,True
-user_3,entity_5,True
-user_3,entity_18,True
-user_3,entity_2,True
-user_3,entity_1,True
-user_3,entity_19,True
-user_3,entity_9,True
-user_4,entity_14,True
-user_4,entity_12,True
-user_4,entity_16,True
-user_4,entity_6,True
-user_4,entity_4,True
-user_4,entity_3,True
-user_4,entity_7,True
-user_4,entity_9,True
-user_4,entity_18,True
-user_4,entity_17,True
-user_4,entity_8,True
-user_4,entity_2,True
-user_4,entity_1,True
-user_4,entity_11,True
-user_4,entity_10,True
-user_4,entity_13,True
-user_5,entity_4,True
-user_5,entity_6,True
-user_5,entity_7,True
-user_5,entity_12,True
-user_5,entity_3,True
-user_5,entity_16,True
-user_5,entity_5,True
-user_5,entity_15,True
-user_5,entity_8,True
-user_5,entity_11,True
-user_5,entity_9,True
-user_5,entity_10,True
-user_5,entity_13,True
-user_5,entity_19,True
-user_5,entity_0,True
-user_5,entity_2,True
-user_5,entity_18,True
-user_5,entity_1,True
-user_6,entity_16,True
-user_6,entity_2,True
-user_6,entity_3,True
-user_6,entity_6,True
-user_6,entity_9,True
-user_6,entity_11,True
-user_6,entity_10,True
-user_6,entity_15,True
-user_6,entity_4,True
-user_6,entity_19,True
-user_6,entity_0,True
-user_6,entity_18,True
-user_6,entity_17,True
-user_6,entity_12,True
-user_6,entity_1,True
-user_6,entity_5,True
-user_7,entity_6,True
-user_7,entity_5,True
-user_7,entity_13,True
-user_7,entity_17,True
-user_7,entity_12,True
-user_7,entity_19,True
-user_7,entity_2,True
-user_7,entity_9,True
-user_7,entity_16,True
-user_7,entity_8,True
-user_7,entity_0,True
-user_7,entity_10,True
-user_7,entity_15,True
-user_7,entity_4,True
-user_7,entity_18,True
-user_7,entity_7,True
-user_7,entity_1,True
-user_7,entity_11,True
-user_8,entity_18,True
-user_8,entity_1,True
-user_8,entity_10,True
-user_8,entity_13,True
-user_8,entity_11,True
-user_8,entity_16,True
-user_8,entity_8,True
-user_8,entity_0,True
-user_8,entity_14,True
-user_8,entity_9,True
-user_8,entity_3,True
-user_8,entity_5,True
-user_8,entity_15,True
-user_8,entity_12,True
-user_8,entity_17,True
-user_8,entity_6,True
-user_9,entity_7,True
-user_9,entity_9,True
-user_9,entity_16,True
-user_9,entity_11,True
-user_9,entity_14,True
-user_9,entity_5,True
-user_9,entity_4,True
-user_9,entity_1,True
-user_9,entity_12,True
-user_9,entity_13,True
-user_9,entity_2,True
-user_9,entity_15,True
-user_9,entity_17,True
-user_9,entity_3,True
-user_9,entity_6,True
-user_9,entity_8,True
-user_9,entity_0,True
-user_9,entity_10,True
diff --git a/solidago/tests/pipeline/saved_3/state.json b/solidago/tests/pipeline/saved_3/state.json
deleted file mode 100644
index e5fcf25eac..0000000000
--- a/solidago/tests/pipeline/saved_3/state.json
+++ /dev/null
@@ -1,50 +0,0 @@
-{
-    "users": [
-        "VectorUsers",
-        [
-            "tests/pipeline/saved_3/users.csv",
-            "tests/pipeline/saved_3/user_vectors.csv"
-        ]
-    ],
-    "entities": [
-        "VectorEntities",
-        [
-            "tests/pipeline/saved_3/entities.csv",
-            "tests/pipeline/saved_3/entity_vectors.csv"
-        ]
-    ],
-    "vouches": [
-        "Vouches",
-        "tests/pipeline/saved_3/vouches.csv"
-    ],
-    "made_public": [
-        "MadePublic",
-        "tests/pipeline/saved_3/made_public.csv"
-    ],
-    "assessments": [
-        "Assessments",
-        "tests/pipeline/saved_3/assessments.csv"
-    ],
-    "comparisons": [
-        "Comparisons",
-        "tests/pipeline/saved_3/comparisons.csv"
-    ],
-    "voting_rights": [
-        "VotingRights",
-        "tests/pipeline/saved_3/voting_rights.csv"
-    ],
-    "user_models": [
-        "UserModels",
-        {
-            "users": {},
-            "dataframes": {},
-            "default_model_cls": "DirectScoring"
-        }
-    ],
-    "global_model": [
-        "DirectScoring",
-        {
-            "directs": "tests/pipeline/saved_3/directs.csv"
-        }
-    ]
-}
\ No newline at end of file
diff --git a/solidago/tests/pipeline/saved_3/user_vectors.csv b/solidago/tests/pipeline/saved_3/user_vectors.csv
deleted file mode 100644
index be69a7dda3..0000000000
--- a/solidago/tests/pipeline/saved_3/user_vectors.csv
+++ /dev/null
@@ -1,10 +0,0 @@
-1.788628473430318611e+00,4.365098505119894279e-01,9.649746807200862420e-02,-1.863492703364490799e+00,-2.773882025143990515e-01
--5.453599476195304385e-01,-1.546477315582968304e+00,9.823674342581600882e-01,-1.101067630111475681e+00,-1.185046527020172880e+00
--9.237920216957885566e-01,-1.023875760842837712e+00,1.123977958957468326e+00,-1.319142328009008935e-01,-1.623285445835247254e+00
--6.028851040072182865e-01,-1.914472043405814228e+00,1.048147512246255131e+00,1.333737819442486705e+00,-1.974146791582498950e-01
--1.545068518992874784e-01,1.769627303293742848e+00,4.837883476005303551e-01,6.762163998630621453e-01,6.431632805957184784e-01
--7.687955846551283723e-02,1.483449317339043283e+00,-1.478500166252373127e+00,-2.344543788180044330e-01,2.872667295224264894e-01
-1.233471044453156251e+00,1.489863946809908413e-01,-5.305821443551044236e-01,-7.305266436933302021e-01,6.450619849839090980e-01
-9.965792122691927712e-01,-2.124591601637652871e-01,-1.204794053829903122e+00,-5.401970250799703610e-01,6.634043034180234777e-01
-1.342672537042262304e+00,-2.354905233377414309e+00,1.524166040140084055e+00,1.925378422571845938e-01,-7.674649166557886426e-01
--7.415167514363171231e-01,-9.313397294954568750e-02,7.339873358202567144e-02,-8.013020541863451474e-01,-9.995951904948956190e-02
diff --git a/solidago/tests/pipeline/saved_3/users.csv b/solidago/tests/pipeline/saved_3/users.csv
deleted file mode 100644
index cafb142198..0000000000
--- a/solidago/tests/pipeline/saved_3/users.csv
+++ /dev/null
@@ -1,11 +0,0 @@
-username,is_trustworthy,is_pretrusted,n_expected_vouches,n_comparisons,n_comparisons_per_entity,multiplicator,engagement_bias,vector_index
-user_0,True,False,0,41,1,0.8183795920256252,-0.35475897926898675,0
-user_1,True,False,0,34,3,0.6328807380805072,-0.20564989942254108,1
-user_2,True,False,0,34,7,0.8504886418812291,0.6466754522701722,2
-user_3,True,True,0,24,5,0.3063711924228305,1.7746450314059348,3
-user_4,True,False,1,38,2,2.6302054888812623,0.2490867067258341,4
-user_5,True,False,0,32,2,3.211582169687023,0.8041391651376117,5
-user_6,True,True,6,47,4,0.3766140055957798,0.31306037402410647,6
-user_7,False,False,2,38,4,0.32752481998931654,-0.5249353240996913,7
-user_8,False,False,0,45,4,0.6518429705825036,1.2278337666201307,8
-user_9,True,False,0,36,3,0.000745800081653839,-2.869296526598682,9
diff --git a/solidago/tests/pipeline/saved_3/voting_rights.csv b/solidago/tests/pipeline/saved_3/voting_rights.csv
deleted file mode 100644
index 8b13789179..0000000000
--- a/solidago/tests/pipeline/saved_3/voting_rights.csv
+++ /dev/null
@@ -1 +0,0 @@
-
diff --git a/solidago/tests/pipeline/saved_3/vouches.csv b/solidago/tests/pipeline/saved_3/vouches.csv
deleted file mode 100644
index 5568898caf..0000000000
--- a/solidago/tests/pipeline/saved_3/vouches.csv
+++ /dev/null
@@ -1,10 +0,0 @@
-by,to,kind,weight,priority
-user_4,user_0,Personhood,0.9083001457635503,0
-user_4,user_2,Personhood,0.4424822818764308,0
-user_6,user_4,Personhood,0.9982681383799664,0
-user_6,user_0,Personhood,0.9628486064348145,0
-user_6,user_2,Personhood,0.7040879860638223,0
-user_6,user_5,Personhood,0.7842053947118226,0
-user_6,user_9,Personhood,0.8459657970787446,0
-user_6,user_1,Personhood,0.6718306058616552,0
-user_7,user_8,Personhood,0.7556382707446725,0
diff --git a/solidago/tests/pipeline/saved_4/assessments.csv b/solidago/tests/pipeline/saved_4/assessments.csv
deleted file mode 100644
index dd91700245..0000000000
--- a/solidago/tests/pipeline/saved_4/assessments.csv
+++ /dev/null
@@ -1,85 +0,0 @@
-username,criterion,entity_name,assessment,assessment_min,assessment_max
-user_0,default,entity_18,0.505147963691208,-inf,inf
-user_0,default,entity_3,-0.16815479428720143,-inf,inf
-user_0,default,entity_2,1.2466810783887037,-inf,inf
-user_0,default,entity_17,-1.053342474394328,-inf,inf
-user_0,default,entity_0,0.8368525315878486,-inf,inf
-user_0,default,entity_9,-3.6339598227506342,-inf,inf
-user_0,default,entity_16,-0.21480813620291117,-inf,inf
-user_0,default,entity_7,-0.22205039601872675,-inf,inf
-user_0,default,entity_14,0.27533890960292334,-inf,inf
-user_0,default,entity_5,0.41515946047997737,-inf,inf
-user_1,default,entity_5,0.570992420673621,-inf,inf
-user_1,default,entity_16,1.1709458760555747,-inf,inf
-user_1,default,entity_13,-1.5449177810813857,-inf,inf
-user_2,default,entity_6,0.7149157750967388,-inf,inf
-user_2,default,entity_10,1.2667176366347002,-inf,inf
-user_2,default,entity_18,0.5217588636051443,-inf,inf
-user_2,default,entity_17,1.2623663319453513,-inf,inf
-user_2,default,entity_4,0.5645589849106818,-inf,inf
-user_2,default,entity_8,-2.4198929611423607,-inf,inf
-user_2,default,entity_2,-2.723800993477368,-inf,inf
-user_3,default,entity_10,2.6949772418496396,-inf,inf
-user_3,default,entity_5,2.3685135145615184,-inf,inf
-user_3,default,entity_4,1.3022060580863843,-inf,inf
-user_3,default,entity_16,-0.0529484914472757,-inf,inf
-user_4,default,entity_2,-3.077933802716669,-inf,inf
-user_4,default,entity_4,-1.311994341138601,-inf,inf
-user_4,default,entity_16,-0.9971168089026489,-inf,inf
-user_4,default,entity_10,-0.5539509059664264,-inf,inf
-user_4,default,entity_1,0.7635744479143982,-inf,inf
-user_4,default,entity_0,0.9108466602662364,-inf,inf
-user_4,default,entity_19,0.03925546006115754,-inf,inf
-user_4,default,entity_13,-0.38134857521993026,-inf,inf
-user_4,default,entity_8,0.3354072491426635,-inf,inf
-user_5,default,entity_9,-0.2779100790840623,-inf,inf
-user_5,default,entity_7,-0.7252357229587337,-inf,inf
-user_5,default,entity_0,-1.1552342952741153,-inf,inf
-user_5,default,entity_8,-0.9544834516822747,-inf,inf
-user_5,default,entity_5,-3.0646484289702847,-inf,inf
-user_5,default,entity_13,-0.14014754702291682,-inf,inf
-user_5,default,entity_1,-1.124228771495415,-inf,inf
-user_5,default,entity_11,-0.8585210137466687,-inf,inf
-user_5,default,entity_16,-0.44216329715288727,-inf,inf
-user_5,default,entity_15,-1.5070830326914018,-inf,inf
-user_5,default,entity_10,0.16076231232673127,-inf,inf
-user_5,default,entity_3,-1.0260436501409838,-inf,inf
-user_5,default,entity_18,0.25528411947037455,-inf,inf
-user_5,default,entity_12,0.11645246399669296,-inf,inf
-user_6,default,entity_19,3.556275769526933,-inf,inf
-user_6,default,entity_13,1.7137329495879674,-inf,inf
-user_6,default,entity_1,-1.3879598195685472,-inf,inf
-user_6,default,entity_18,-0.9270287412979955,-inf,inf
-user_6,default,entity_16,1.2419108692767038,-inf,inf
-user_6,default,entity_7,1.293037774545927,-inf,inf
-user_6,default,entity_17,-1.048676782468348,-inf,inf
-user_6,default,entity_4,-1.4403115792680774,-inf,inf
-user_6,default,entity_14,-1.9827075644448693,-inf,inf
-user_7,default,entity_5,1.7879267382107686,-inf,inf
-user_7,default,entity_15,1.0993737815239688,-inf,inf
-user_7,default,entity_18,0.8216225106675838,-inf,inf
-user_7,default,entity_3,1.09540845445108,-inf,inf
-user_7,default,entity_17,0.6427717789716776,-inf,inf
-user_7,default,entity_12,-0.125637976882432,-inf,inf
-user_7,default,entity_16,0.5702689709350715,-inf,inf
-user_8,default,entity_13,0.7757500221005935,-inf,inf
-user_8,default,entity_6,0.054482777684540414,-inf,inf
-user_8,default,entity_2,-0.4484372633762704,-inf,inf
-user_8,default,entity_11,0.05041868136193601,-inf,inf
-user_8,default,entity_5,-0.36576997367381936,-inf,inf
-user_8,default,entity_17,0.028467328890103925,-inf,inf
-user_8,default,entity_9,0.5107704111248471,-inf,inf
-user_8,default,entity_15,-0.9670051676622308,-inf,inf
-user_8,default,entity_7,-0.20170674758059864,-inf,inf
-user_8,default,entity_4,-0.7153847312904313,-inf,inf
-user_9,default,entity_7,-1.1564400401335169,-inf,inf
-user_9,default,entity_9,-2.940136437969684,-inf,inf
-user_9,default,entity_14,-1.1280949624790255,-inf,inf
-user_9,default,entity_15,-1.662331864956019,-inf,inf
-user_9,default,entity_2,-1.004949367164394,-inf,inf
-user_9,default,entity_4,0.4008162463025054,-inf,inf
-user_9,default,entity_12,0.17173441492078895,-inf,inf
-user_9,default,entity_5,0.037945616037470375,-inf,inf
-user_9,default,entity_3,-1.8025724105799397,-inf,inf
-user_9,default,entity_1,-0.7763094340280723,-inf,inf
-user_9,default,entity_11,1.3447318657266047,-inf,inf
diff --git a/solidago/tests/pipeline/saved_4/comparisons.csv b/solidago/tests/pipeline/saved_4/comparisons.csv
deleted file mode 100644
index 935622f135..0000000000
--- a/solidago/tests/pipeline/saved_4/comparisons.csv
+++ /dev/null
@@ -1,747 +0,0 @@
-username,criterion,left_name,right_name,comparison,comparison_max
-user_0,default,entity_3,entity_2,6.0,10.0
-user_0,default,entity_3,entity_17,6.0,10.0
-user_0,default,entity_3,entity_4,10.0,10.0
-user_0,default,entity_3,entity_5,-7.0,10.0
-user_0,default,entity_17,entity_0,7.0,10.0
-user_0,default,entity_17,entity_4,4.0,10.0
-user_0,default,entity_17,entity_16,3.0,10.0
-user_0,default,entity_18,entity_7,10.0,10.0
-user_0,default,entity_18,entity_1,10.0,10.0
-user_0,default,entity_7,entity_3,-9.0,10.0
-user_0,default,entity_7,entity_0,0.0,10.0
-user_0,default,entity_2,entity_7,-1.0,10.0
-user_0,default,entity_2,entity_8,8.0,10.0
-user_0,default,entity_2,entity_1,1.0,10.0
-user_0,default,entity_9,entity_7,10.0,10.0
-user_0,default,entity_16,entity_7,-9.0,10.0
-user_0,default,entity_16,entity_5,-10.0,10.0
-user_0,default,entity_8,entity_3,-9.0,10.0
-user_0,default,entity_0,entity_8,1.0,10.0
-user_0,default,entity_15,entity_1,7.0,10.0
-user_0,default,entity_15,entity_14,8.0,10.0
-user_0,default,entity_14,entity_9,-10.0,10.0
-user_0,default,entity_14,entity_1,-7.0,10.0
-user_0,default,entity_5,entity_15,-10.0,10.0
-user_0,default,entity_5,entity_9,-8.0,10.0
-user_0,default,entity_5,entity_14,8.0,10.0
-user_0,default,entity_1,entity_5,-10.0,10.0
-user_1,default,entity_5,entity_6,-9.0,10.0
-user_1,default,entity_5,entity_9,-10.0,10.0
-user_1,default,entity_1,entity_15,10.0,10.0
-user_1,default,entity_18,entity_4,-10.0,10.0
-user_1,default,entity_18,entity_16,-9.0,10.0
-user_1,default,entity_6,entity_4,-10.0,10.0
-user_1,default,entity_6,entity_17,-9.0,10.0
-user_1,default,entity_6,entity_16,-10.0,10.0
-user_1,default,entity_3,entity_18,10.0,10.0
-user_1,default,entity_3,entity_1,9.0,10.0
-user_1,default,entity_3,entity_7,-9.0,10.0
-user_1,default,entity_15,entity_3,-10.0,10.0
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-user_1,default,entity_2,entity_8,-3.0,10.0
-user_1,default,entity_8,entity_1,10.0,10.0
-user_1,default,entity_16,entity_5,10.0,10.0
-user_1,default,entity_16,entity_17,-7.0,10.0
-user_1,default,entity_4,entity_16,7.0,10.0
-user_1,default,entity_7,entity_18,10.0,10.0
-user_1,default,entity_7,entity_5,10.0,10.0
-user_1,default,entity_7,entity_2,9.0,10.0
-user_1,default,entity_19,entity_1,8.0,10.0
-user_1,default,entity_11,entity_19,-10.0,10.0
-user_1,default,entity_9,entity_18,10.0,10.0
-user_1,default,entity_13,entity_11,10.0,10.0
-user_1,default,entity_13,entity_4,10.0,10.0
-user_1,default,entity_13,entity_8,10.0,10.0
-user_1,default,entity_13,entity_19,10.0,10.0
-user_1,default,entity_13,entity_0,10.0,10.0
-user_1,default,entity_14,entity_11,10.0,10.0
-user_1,default,entity_0,entity_19,-9.0,10.0
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-user_9,default,entity_12,entity_5,9.0,10.0
-user_9,default,entity_12,entity_17,-10.0,10.0
-user_9,default,entity_12,entity_18,10.0,10.0
-user_9,default,entity_12,entity_3,-10.0,10.0
-user_9,default,entity_12,entity_16,-9.0,10.0
-user_9,default,entity_12,entity_1,-3.0,10.0
-user_9,default,entity_12,entity_11,7.0,10.0
-user_9,default,entity_5,entity_7,-10.0,10.0
-user_9,default,entity_5,entity_9,-10.0,10.0
-user_9,default,entity_5,entity_14,-9.0,10.0
-user_9,default,entity_5,entity_15,-10.0,10.0
-user_9,default,entity_5,entity_2,-10.0,10.0
-user_9,default,entity_5,entity_8,-10.0,10.0
-user_9,default,entity_5,entity_19,-10.0,10.0
-user_9,default,entity_5,entity_4,-9.0,10.0
-user_9,default,entity_5,entity_18,-8.0,10.0
-user_9,default,entity_5,entity_10,-9.0,10.0
-user_9,default,entity_5,entity_16,-9.0,10.0
-user_9,default,entity_5,entity_1,-8.0,10.0
-user_9,default,entity_5,entity_11,-10.0,10.0
-user_9,default,entity_5,entity_13,7.0,10.0
-user_9,default,entity_17,entity_6,-10.0,10.0
-user_9,default,entity_17,entity_14,-7.0,10.0
-user_9,default,entity_17,entity_2,-7.0,10.0
-user_9,default,entity_17,entity_0,-10.0,10.0
-user_9,default,entity_17,entity_8,-5.0,10.0
-user_9,default,entity_17,entity_19,-1.0,10.0
-user_9,default,entity_17,entity_4,-1.0,10.0
-user_9,default,entity_17,entity_5,10.0,10.0
-user_9,default,entity_17,entity_18,10.0,10.0
-user_9,default,entity_17,entity_3,10.0,10.0
-user_9,default,entity_17,entity_10,7.0,10.0
-user_9,default,entity_17,entity_16,4.0,10.0
-user_9,default,entity_17,entity_1,7.0,10.0
-user_9,default,entity_17,entity_11,6.0,10.0
-user_9,default,entity_18,entity_7,-10.0,10.0
-user_9,default,entity_18,entity_6,-10.0,10.0
-user_9,default,entity_18,entity_15,-10.0,10.0
-user_9,default,entity_18,entity_2,-9.0,10.0
-user_9,default,entity_18,entity_10,-10.0,10.0
-user_9,default,entity_18,entity_16,-8.0,10.0
-user_9,default,entity_18,entity_1,-10.0,10.0
-user_9,default,entity_18,entity_11,-2.0,10.0
-user_9,default,entity_18,entity_13,10.0,10.0
-user_9,default,entity_3,entity_6,-10.0,10.0
-user_9,default,entity_3,entity_2,-9.0,10.0
-user_9,default,entity_3,entity_8,-7.0,10.0
-user_9,default,entity_3,entity_4,5.0,10.0
-user_9,default,entity_3,entity_5,9.0,10.0
-user_9,default,entity_3,entity_18,9.0,10.0
-user_9,default,entity_3,entity_1,8.0,10.0
-user_9,default,entity_3,entity_11,6.0,10.0
-user_9,default,entity_10,entity_6,-10.0,10.0
-user_9,default,entity_10,entity_14,-10.0,10.0
-user_9,default,entity_10,entity_2,-10.0,10.0
-user_9,default,entity_10,entity_8,-4.0,10.0
-user_9,default,entity_10,entity_19,-9.0,10.0
-user_9,default,entity_10,entity_4,-10.0,10.0
-user_9,default,entity_10,entity_12,2.0,10.0
-user_9,default,entity_10,entity_3,-8.0,10.0
-user_9,default,entity_10,entity_16,9.0,10.0
-user_9,default,entity_10,entity_1,10.0,10.0
-user_9,default,entity_10,entity_11,-3.0,10.0
-user_9,default,entity_16,entity_9,-10.0,10.0
-user_9,default,entity_16,entity_6,-10.0,10.0
-user_9,default,entity_16,entity_8,-10.0,10.0
-user_9,default,entity_16,entity_4,0.0,10.0
-user_9,default,entity_16,entity_3,-6.0,10.0
-user_9,default,entity_16,entity_11,6.0,10.0
-user_9,default,entity_1,entity_7,-10.0,10.0
-user_9,default,entity_1,entity_9,-10.0,10.0
-user_9,default,entity_1,entity_15,-10.0,10.0
-user_9,default,entity_1,entity_8,-10.0,10.0
-user_9,default,entity_1,entity_19,-10.0,10.0
-user_9,default,entity_1,entity_4,-10.0,10.0
-user_9,default,entity_1,entity_16,-2.0,10.0
-user_9,default,entity_1,entity_11,-1.0,10.0
-user_9,default,entity_11,entity_7,-9.0,10.0
-user_9,default,entity_11,entity_14,-10.0,10.0
-user_9,default,entity_11,entity_15,-10.0,10.0
-user_9,default,entity_11,entity_8,-10.0,10.0
-user_9,default,entity_11,entity_4,-10.0,10.0
-user_9,default,entity_13,entity_9,-10.0,10.0
-user_9,default,entity_13,entity_6,-10.0,10.0
-user_9,default,entity_13,entity_14,-10.0,10.0
-user_9,default,entity_13,entity_2,-9.0,10.0
-user_9,default,entity_13,entity_8,-10.0,10.0
-user_9,default,entity_13,entity_12,-10.0,10.0
-user_9,default,entity_13,entity_17,-10.0,10.0
-user_9,default,entity_13,entity_3,-10.0,10.0
-user_9,default,entity_13,entity_10,-7.0,10.0
-user_9,default,entity_13,entity_16,-9.0,10.0
-user_9,default,entity_13,entity_1,-8.0,10.0
-user_9,default,entity_13,entity_11,-10.0,10.0
diff --git a/solidago/tests/pipeline/saved_4/directs.csv b/solidago/tests/pipeline/saved_4/directs.csv
deleted file mode 100644
index 8b13789179..0000000000
--- a/solidago/tests/pipeline/saved_4/directs.csv
+++ /dev/null
@@ -1 +0,0 @@
-
diff --git a/solidago/tests/pipeline/saved_4/entities.csv b/solidago/tests/pipeline/saved_4/entities.csv
deleted file mode 100644
index c5d992f352..0000000000
--- a/solidago/tests/pipeline/saved_4/entities.csv
+++ /dev/null
@@ -1,21 +0,0 @@
-entity_name,vector_index
-entity_0,0
-entity_1,1
-entity_2,2
-entity_3,3
-entity_4,4
-entity_5,5
-entity_6,6
-entity_7,7
-entity_8,8
-entity_9,9
-entity_10,10
-entity_11,11
-entity_12,12
-entity_13,13
-entity_14,14
-entity_15,15
-entity_16,16
-entity_17,17
-entity_18,18
-entity_19,19
diff --git a/solidago/tests/pipeline/saved_4/entity_vectors.csv b/solidago/tests/pipeline/saved_4/entity_vectors.csv
deleted file mode 100644
index eea198261a..0000000000
--- a/solidago/tests/pipeline/saved_4/entity_vectors.csv
+++ /dev/null
@@ -1,20 +0,0 @@
--2.521975074872345735e-01,-1.282082828254644369e+00,2.222517465186331642e-01,1.053600403906402416e+00,-6.338581435034277289e-01
--3.706021899672946041e-01,-4.635449705682646027e-01,-3.314525550952159283e-01,-5.903833863542030658e-01,-1.350039724023049503e+00
-1.380968129836236402e+00,-1.971753076402295912e+00,-9.270821945920779683e-01,3.437414502444052777e-01,1.011561741825198979e+00
--2.086008137046158062e-01,-2.832462909256118766e-01,4.947654298066867656e-02,-2.613120423442342743e-01,8.767424821475353625e-01
--4.828786860767878553e-01,-9.854184610505134501e-01,-4.726628155357138206e-01,9.626794392894910679e-02,1.229213395113698759e+00
-1.599877514151107460e+00,-3.994142762716402784e-01,-1.464183561460755456e+00,-1.383866279817662859e+00,2.125322152815615873e+00
--4.028697810483953812e-01,4.579062166073700757e-01,1.917284852939229678e+00,-6.801162405590277515e-01,-1.945739932289379248e-01
--5.805951715888869602e-01,-1.095916003322923382e+00,7.997555367606814514e-01,1.065699769460458191e+00,-1.873738437467704854e+00
-9.817106626077918285e-01,-2.359671164426468404e-01,1.836263187473167746e-01,1.978690014898948080e-01,-1.306538672323684036e+00
--3.108709155936916768e-01,-9.909132208147385379e-01,1.915251572767683763e+00,2.185848150801658285e+00,8.403339269975763914e-02
--1.178956020470712351e+00,1.156056062869268874e+00,-1.900018344786592595e-01,1.745444506417922481e+00,1.968719388660966407e+00
-1.672906428529284950e+00,-3.952594511531998811e-01,-9.980747882005427396e-01,-6.630500081023504855e-01,-9.634523745028505948e-02
--9.238073349289707137e-01,1.193368511068703564e+00,6.574641594463077610e-01,-3.396528512429178304e-02,-4.003929858812219078e-01
-6.493144797056059625e-01,1.378419554847237993e+00,-1.929795344802790025e+00,2.338735905692655437e-01,-3.004653067938269362e-01
--7.442297007400366926e-01,-3.412559945570481923e-01,1.345171248258439367e-01,1.869565519894851757e+00,5.705716334610017038e-02
--4.297667547457108550e-01,-1.227190147894526850e+00,7.739992586963450050e-01,-7.518707579395738083e-01,-1.137450804361505169e-01
-7.130867998080886450e-01,5.237060233433366713e-02,-3.862286410982296303e-01,-1.727198627361788141e-01,8.983490183938352969e-01
--1.963622081220333174e-02,2.426731978095983122e-01,4.228484666967025074e-01,-3.345393543894861210e-01,3.279391131716731800e-01
--2.768091581846741644e-01,1.133843323099500200e+00,5.018102535036363943e-01,-1.730337940366895255e+00,-2.073539378948809075e-01
-1.109174575047594313e+00,-2.128659035754274509e-01,-4.225174224597968431e-01,9.936837813309481460e-01,-1.082626177513735799e+00
diff --git a/solidago/tests/pipeline/saved_4/made_public.csv b/solidago/tests/pipeline/saved_4/made_public.csv
deleted file mode 100644
index d6409a0713..0000000000
--- a/solidago/tests/pipeline/saved_4/made_public.csv
+++ /dev/null
@@ -1,137 +0,0 @@
-username,entity_name,public
-user_0,entity_15,True
-user_0,entity_18,True
-user_0,entity_3,True
-user_0,entity_2,True
-user_0,entity_0,True
-user_0,entity_4,True
-user_0,entity_16,True
-user_0,entity_7,True
-user_0,entity_1,True
-user_0,entity_14,True
-user_0,entity_5,True
-user_1,entity_18,True
-user_1,entity_15,True
-user_1,entity_6,True
-user_1,entity_11,True
-user_1,entity_4,True
-user_1,entity_3,True
-user_1,entity_2,True
-user_1,entity_17,True
-user_1,entity_8,True
-user_1,entity_16,True
-user_1,entity_7,True
-user_1,entity_19,True
-user_1,entity_9,True
-user_1,entity_12,True
-user_1,entity_13,True
-user_1,entity_14,True
-user_1,entity_0,True
-user_2,entity_9,True
-user_2,entity_6,True
-user_2,entity_10,True
-user_2,entity_16,True
-user_2,entity_0,True
-user_2,entity_18,True
-user_2,entity_17,True
-user_2,entity_4,True
-user_2,entity_3,True
-user_2,entity_15,True
-user_2,entity_8,True
-user_2,entity_1,True
-user_2,entity_19,True
-user_2,entity_13,True
-user_2,entity_2,True
-user_2,entity_11,True
-user_3,entity_10,True
-user_3,entity_6,True
-user_3,entity_5,True
-user_3,entity_4,True
-user_3,entity_16,True
-user_4,entity_2,True
-user_4,entity_4,True
-user_4,entity_5,True
-user_4,entity_3,True
-user_4,entity_10,True
-user_4,entity_17,True
-user_4,entity_1,True
-user_4,entity_0,True
-user_4,entity_19,True
-user_4,entity_13,True
-user_4,entity_14,True
-user_4,entity_11,True
-user_4,entity_8,True
-user_5,entity_7,True
-user_5,entity_0,True
-user_5,entity_19,True
-user_5,entity_5,True
-user_5,entity_13,True
-user_5,entity_1,True
-user_5,entity_2,True
-user_5,entity_11,True
-user_5,entity_16,True
-user_5,entity_6,True
-user_5,entity_17,True
-user_5,entity_15,True
-user_5,entity_10,True
-user_5,entity_3,True
-user_5,entity_18,True
-user_6,entity_19,True
-user_6,entity_11,True
-user_6,entity_13,True
-user_6,entity_8,True
-user_6,entity_1,True
-user_6,entity_5,True
-user_6,entity_18,True
-user_6,entity_2,True
-user_6,entity_0,True
-user_6,entity_16,True
-user_6,entity_7,True
-user_6,entity_17,True
-user_6,entity_15,True
-user_6,entity_12,True
-user_6,entity_3,True
-user_6,entity_6,True
-user_6,entity_4,True
-user_6,entity_14,True
-user_7,entity_4,True
-user_7,entity_5,True
-user_7,entity_15,True
-user_7,entity_6,True
-user_7,entity_18,True
-user_7,entity_3,True
-user_7,entity_2,True
-user_7,entity_17,True
-user_7,entity_10,True
-user_7,entity_12,True
-user_7,entity_11,True
-user_8,entity_13,True
-user_8,entity_16,True
-user_8,entity_14,True
-user_8,entity_10,True
-user_8,entity_2,True
-user_8,entity_19,True
-user_8,entity_11,True
-user_8,entity_1,True
-user_8,entity_5,True
-user_8,entity_17,True
-user_8,entity_9,True
-user_8,entity_0,True
-user_8,entity_7,True
-user_8,entity_4,True
-user_9,entity_7,True
-user_9,entity_9,True
-user_9,entity_14,True
-user_9,entity_15,True
-user_9,entity_2,True
-user_9,entity_8,True
-user_9,entity_19,True
-user_9,entity_4,True
-user_9,entity_12,True
-user_9,entity_17,True
-user_9,entity_3,True
-user_9,entity_10,True
-user_9,entity_16,True
-user_9,entity_1,True
-user_9,entity_11,True
-user_9,entity_13,True
diff --git a/solidago/tests/pipeline/saved_4/state.json b/solidago/tests/pipeline/saved_4/state.json
deleted file mode 100644
index 6ccd21c00c..0000000000
--- a/solidago/tests/pipeline/saved_4/state.json
+++ /dev/null
@@ -1,50 +0,0 @@
-{
-    "users": [
-        "VectorUsers",
-        [
-            "tests/pipeline/saved_4/users.csv",
-            "tests/pipeline/saved_4/user_vectors.csv"
-        ]
-    ],
-    "entities": [
-        "VectorEntities",
-        [
-            "tests/pipeline/saved_4/entities.csv",
-            "tests/pipeline/saved_4/entity_vectors.csv"
-        ]
-    ],
-    "vouches": [
-        "Vouches",
-        "tests/pipeline/saved_4/vouches.csv"
-    ],
-    "made_public": [
-        "MadePublic",
-        "tests/pipeline/saved_4/made_public.csv"
-    ],
-    "assessments": [
-        "Assessments",
-        "tests/pipeline/saved_4/assessments.csv"
-    ],
-    "comparisons": [
-        "Comparisons",
-        "tests/pipeline/saved_4/comparisons.csv"
-    ],
-    "voting_rights": [
-        "VotingRights",
-        "tests/pipeline/saved_4/voting_rights.csv"
-    ],
-    "user_models": [
-        "UserModels",
-        {
-            "users": {},
-            "dataframes": {},
-            "default_model_cls": "DirectScoring"
-        }
-    ],
-    "global_model": [
-        "DirectScoring",
-        {
-            "directs": "tests/pipeline/saved_4/directs.csv"
-        }
-    ]
-}
\ No newline at end of file
diff --git a/solidago/tests/pipeline/saved_4/user_vectors.csv b/solidago/tests/pipeline/saved_4/user_vectors.csv
deleted file mode 100644
index db288b55a9..0000000000
--- a/solidago/tests/pipeline/saved_4/user_vectors.csv
+++ /dev/null
@@ -1,10 +0,0 @@
-5.056170714293955343e-02,4.999513332378289765e-01,-9.959089311068650696e-01,6.935985082913116440e-01,-4.183015200269100675e-01
-5.253338809552968725e-01,-7.473876772516389044e-01,7.498190408720963873e-01,-2.459814802607806605e+00,3.600369341430273429e-02
--1.105584043819400897e+00,8.378363539201327814e-01,2.087870868283118853e+00,9.148409578006827525e-01,-2.762033542650378926e-01
--1.455534327195564970e+00,5.561852229504220535e-01,5.097788545383666881e-01,3.004455429482275619e-01,2.476584161449852051e+00
--9.054381367344626064e-01,4.302713312584598437e-01,9.346500630468873583e-01,-3.461018722252412472e-01,-1.097121883549817545e+00
--4.859223085970668654e-01,1.038499982790806353e+00,1.507960005486658206e-01,-5.948670811473925069e-01,3.412832735382240190e-01
-2.032179325556450422e+00,4.258467130527436306e-01,-1.682964888858342611e+00,-4.338863792305111544e-01,-1.416227530235823151e+00
-4.829911053079091188e-01,5.548936469106448000e-01,-1.087829292188085217e+00,1.279115578627368688e+00,-2.056947806341335561e+00
--8.529512801266511124e-01,-1.104574614394972842e+00,-2.910957984262272924e-01,-8.909757321929944185e-01,3.863521297931748338e-02
--4.011768175804327208e-01,8.951043772209050786e-01,-1.495852364540012358e+00,-6.953969087564817464e-01,-1.194114414742737662e-01
diff --git a/solidago/tests/pipeline/saved_4/users.csv b/solidago/tests/pipeline/saved_4/users.csv
deleted file mode 100644
index 9e57bdfcd5..0000000000
--- a/solidago/tests/pipeline/saved_4/users.csv
+++ /dev/null
@@ -1,11 +0,0 @@
-username,is_trustworthy,is_pretrusted,n_expected_vouches,n_comparisons,n_comparisons_per_entity,multiplicator,engagement_bias,vector_index
-user_0,True,True,0,30,4,0.9181492613149822,-1.5845772351121241,0
-user_1,True,True,1,39,4,0.6982261754998598,0.726129436047762,1
-user_2,True,True,0,186,7,0.088461458053254,0.7965118987249309,2
-user_3,True,False,0,20,7,2.6134770188172762,0.35234339654808555,3
-user_4,True,False,1,30,4,1.1353345812094566,-0.5281960691477324,4
-user_5,True,False,16,319,2,1.0714387634108695,-0.4944235913278688,5
-user_6,True,False,0,36,4,1.34724570123587,0.8798989957682123,6
-user_7,False,False,0,32,5,0.40420864826577446,-0.853461495040861,7
-user_8,False,False,0,35,4,0.053859614768755226,-0.48084914255057976,8
-user_9,True,False,0,417,11,1.0784986241026198,-1.0448237038820016,9
diff --git a/solidago/tests/pipeline/saved_4/voting_rights.csv b/solidago/tests/pipeline/saved_4/voting_rights.csv
deleted file mode 100644
index 8b13789179..0000000000
--- a/solidago/tests/pipeline/saved_4/voting_rights.csv
+++ /dev/null
@@ -1 +0,0 @@
-
diff --git a/solidago/tests/pipeline/saved_4/vouches.csv b/solidago/tests/pipeline/saved_4/vouches.csv
deleted file mode 100644
index b2e8644c85..0000000000
--- a/solidago/tests/pipeline/saved_4/vouches.csv
+++ /dev/null
@@ -1,11 +0,0 @@
-by,to,kind,weight,priority
-user_4,user_3,Personhood,0.5787889611254664,0
-user_5,user_4,Personhood,0.6729046422241567,0
-user_5,user_0,Personhood,0.5901822520621579,0
-user_5,user_6,Personhood,0.8551132728958482,0
-user_5,user_2,Personhood,0.23894618410004087,0
-user_5,user_9,Personhood,0.8934553556626254,0
-user_5,user_3,Personhood,0.916562832676308,0
-user_5,user_1,Personhood,0.916998924930811,0
-user_1,user_4,Personhood,0.9954020534939126,0
-user_1,user_2,Personhood,0.9883609938461322,0
diff --git a/solidago/tests/pipeline/temp/0/assessments.csv b/solidago/tests/pipeline/temp/0/assessments.csv
deleted file mode 100644
index 7461a9b457..0000000000
--- a/solidago/tests/pipeline/temp/0/assessments.csv
+++ /dev/null
@@ -1,99 +0,0 @@
-username,criterion,entity_name,assessment,assessment_min,assessment_max
-user_0,default,entity_16,-2.0749057611785386,-inf,inf
-user_0,default,entity_15,-2.39370352625087,-inf,inf
-user_0,default,entity_11,-1.5992836978625538,-inf,inf
-user_0,default,entity_18,-2.619031854481638,-inf,inf
-user_0,default,entity_6,-1.2481876740748055,-inf,inf
-user_0,default,entity_17,-0.8195927297894479,-inf,inf
-user_0,default,entity_14,-1.2667207574469999,-inf,inf
-user_0,default,entity_19,0.8509795934379412,-inf,inf
-user_0,default,entity_4,3.053938668091461,-inf,inf
-user_1,default,entity_10,1.666205471029322,-inf,inf
-user_1,default,entity_15,1.3982102010500272,-inf,inf
-user_1,default,entity_7,0.31743364012724,-inf,inf
-user_1,default,entity_2,2.0757722679531048,-inf,inf
-user_1,default,entity_1,0.24777798376771804,-inf,inf
-user_1,default,entity_17,1.2172607977951482,-inf,inf
-user_1,default,entity_14,0.7587810143743123,-inf,inf
-user_1,default,entity_16,-0.45322198998446633,-inf,inf
-user_1,default,entity_3,-0.6293299841653897,-inf,inf
-user_1,default,entity_12,-2.053760441767217,-inf,inf
-user_1,default,entity_18,-0.9601193237500203,-inf,inf
-user_1,default,entity_11,-0.7764255417543154,-inf,inf
-user_2,default,entity_8,-3.1840313925258865,-inf,inf
-user_2,default,entity_12,-1.3582673358306874,-inf,inf
-user_2,default,entity_4,-0.3920343878647034,-inf,inf
-user_2,default,entity_13,-1.0307685022464559,-inf,inf
-user_2,default,entity_19,1.2140338299536473,-inf,inf
-user_2,default,entity_1,0.34488131370003594,-inf,inf
-user_2,default,entity_5,0.4963366907015018,-inf,inf
-user_2,default,entity_16,1.3239011724971825,-inf,inf
-user_3,default,entity_1,1.7159560105752791,-inf,inf
-user_3,default,entity_2,0.900609937541631,-inf,inf
-user_3,default,entity_10,0.010155796202459877,-inf,inf
-user_3,default,entity_19,1.9939222430641497,-inf,inf
-user_3,default,entity_18,-0.2487610576189404,-inf,inf
-user_3,default,entity_6,-1.201379294506745,-inf,inf
-user_3,default,entity_8,-1.989535014457278,-inf,inf
-user_3,default,entity_14,-1.421354527295856,-inf,inf
-user_3,default,entity_5,-0.32127542248226026,-inf,inf
-user_4,default,entity_8,0.28435161869848846,-inf,inf
-user_4,default,entity_6,2.4003825078321817,-inf,inf
-user_4,default,entity_19,0.42259228898088025,-inf,inf
-user_4,default,entity_11,0.055986495346031506,-inf,inf
-user_4,default,entity_17,0.2099984004735524,-inf,inf
-user_4,default,entity_13,0.4161872688546774,-inf,inf
-user_4,default,entity_9,1.6036019683037805,-inf,inf
-user_4,default,entity_4,-0.18158399657965602,-inf,inf
-user_4,default,entity_2,2.0454369805034163,-inf,inf
-user_4,default,entity_0,0.3854155927801495,-inf,inf
-user_4,default,entity_15,-0.14632039422818038,-inf,inf
-user_4,default,entity_5,-2.022605231132655,-inf,inf
-user_4,default,entity_18,-0.872532836583685,-inf,inf
-user_4,default,entity_3,-0.3827672112907701,-inf,inf
-user_4,default,entity_12,0.6017254822778608,-inf,inf
-user_4,default,entity_7,-2.9180266496509044,-inf,inf
-user_4,default,entity_16,-0.7599310550355487,-inf,inf
-user_5,default,entity_3,-2.1101274264627663,-inf,inf
-user_5,default,entity_14,-2.762781599519231,-inf,inf
-user_5,default,entity_2,-0.5100542990101968,-inf,inf
-user_5,default,entity_17,0.05710431263487662,-inf,inf
-user_6,default,entity_16,-0.06305869415402687,-inf,inf
-user_6,default,entity_6,-0.7677539107375391,-inf,inf
-user_6,default,entity_3,-2.8643609493870237,-inf,inf
-user_6,default,entity_11,-2.1819602163698275,-inf,inf
-user_6,default,entity_4,-0.43687483459641485,-inf,inf
-user_6,default,entity_9,-0.7354562201117167,-inf,inf
-user_6,default,entity_13,-1.6808275477504329,-inf,inf
-user_6,default,entity_8,0.9663711729296698,-inf,inf
-user_6,default,entity_14,0.621626369112255,-inf,inf
-user_6,default,entity_2,-0.35611410923840825,-inf,inf
-user_6,default,entity_10,1.408450182481708,-inf,inf
-user_6,default,entity_5,0.5043003970870001,-inf,inf
-user_6,default,entity_7,2.0966207883047416,-inf,inf
-user_7,default,entity_15,-0.5655431776581341,-inf,inf
-user_7,default,entity_12,-0.18604211953544048,-inf,inf
-user_7,default,entity_8,-0.719456200755322,-inf,inf
-user_7,default,entity_10,-0.824253089052783,-inf,inf
-user_7,default,entity_1,-1.1268342583835582,-inf,inf
-user_7,default,entity_3,1.6072561062359942,-inf,inf
-user_7,default,entity_18,0.43807952480223084,-inf,inf
-user_7,default,entity_2,1.1942940555235904,-inf,inf
-user_7,default,entity_4,-0.4542680865093558,-inf,inf
-user_7,default,entity_14,2.5219389650833213,-inf,inf
-user_7,default,entity_19,-0.6650799718202678,-inf,inf
-user_7,default,entity_9,-0.13580933330195982,-inf,inf
-user_7,default,entity_11,-0.4812107308028669,-inf,inf
-user_7,default,entity_17,1.96090138537457,-inf,inf
-user_8,default,entity_8,2.1127574448260513,-inf,inf
-user_8,default,entity_4,2.642406825318763,-inf,inf
-user_8,default,entity_9,0.5444086059726662,-inf,inf
-user_8,default,entity_11,0.5846999636827297,-inf,inf
-user_8,default,entity_2,0.7698291989015807,-inf,inf
-user_8,default,entity_18,1.3419798902453495,-inf,inf
-user_8,default,entity_5,1.7797980695330238,-inf,inf
-user_9,default,entity_3,-0.01253707482118327,-inf,inf
-user_9,default,entity_13,1.3216410202684816,-inf,inf
-user_9,default,entity_11,1.694370071188104,-inf,inf
-user_9,default,entity_14,1.5236251305880073,-inf,inf
-user_9,default,entity_9,2.4498918215182184,-inf,inf
diff --git a/solidago/tests/pipeline/temp/0/comparisons.csv b/solidago/tests/pipeline/temp/0/comparisons.csv
deleted file mode 100644
index 8cdbf4d9c6..0000000000
--- a/solidago/tests/pipeline/temp/0/comparisons.csv
+++ /dev/null
@@ -1,564 +0,0 @@
-username,criterion,left_name,right_name,comparison,comparison_max
-user_0,default,entity_15,entity_1,-10.0,10.0
-user_0,default,entity_10,entity_0,-10.0,10.0
-user_0,default,entity_10,entity_11,9.0,10.0
-user_0,default,entity_10,entity_4,10.0,10.0
-user_0,default,entity_12,entity_10,7.0,10.0
-user_0,default,entity_12,entity_3,10.0,10.0
-user_0,default,entity_12,entity_14,9.0,10.0
-user_0,default,entity_18,entity_1,-10.0,10.0
-user_0,default,entity_18,entity_10,0.0,10.0
-user_0,default,entity_1,entity_6,10.0,10.0
-user_0,default,entity_1,entity_2,10.0,10.0
-user_0,default,entity_1,entity_17,10.0,10.0
-user_0,default,entity_0,entity_6,10.0,10.0
-user_0,default,entity_0,entity_3,10.0,10.0
-user_0,default,entity_0,entity_8,10.0,10.0
-user_0,default,entity_11,entity_6,10.0,10.0
-user_0,default,entity_11,entity_2,-3.0,10.0
-user_0,default,entity_11,entity_3,8.0,10.0
-user_0,default,entity_2,entity_15,-9.0,10.0
-user_0,default,entity_2,entity_8,10.0,10.0
-user_0,default,entity_13,entity_0,-10.0,10.0
-user_0,default,entity_13,entity_11,-10.0,10.0
-user_0,default,entity_13,entity_6,-7.0,10.0
-user_0,default,entity_13,entity_2,-9.0,10.0
-user_0,default,entity_13,entity_17,-8.0,10.0
-user_0,default,entity_13,entity_19,7.0,10.0
-user_0,default,entity_9,entity_15,-9.0,10.0
-user_0,default,entity_9,entity_11,-10.0,10.0
-user_0,default,entity_7,entity_11,-10.0,10.0
-user_0,default,entity_17,entity_7,8.0,10.0
-user_0,default,entity_3,entity_18,-10.0,10.0
-user_0,default,entity_3,entity_9,-10.0,10.0
-user_0,default,entity_14,entity_6,-8.0,10.0
-user_0,default,entity_14,entity_13,-10.0,10.0
-user_0,default,entity_14,entity_19,10.0,10.0
-user_0,default,entity_8,entity_1,-10.0,10.0
-user_0,default,entity_8,entity_11,-10.0,10.0
-user_0,default,entity_8,entity_18,-10.0,10.0
-user_0,default,entity_8,entity_17,-10.0,10.0
-user_0,default,entity_8,entity_19,-1.0,10.0
-user_0,default,entity_6,entity_8,10.0,10.0
-user_0,default,entity_19,entity_7,-8.0,10.0
-user_0,default,entity_5,entity_10,-10.0,10.0
-user_0,default,entity_5,entity_12,-10.0,10.0
-user_0,default,entity_5,entity_19,-9.0,10.0
-user_0,default,entity_4,entity_11,-10.0,10.0
-user_0,default,entity_4,entity_18,-10.0,10.0
-user_0,default,entity_4,entity_2,-9.0,10.0
-user_0,default,entity_4,entity_7,-9.0,10.0
-user_0,default,entity_4,entity_3,-10.0,10.0
-user_1,default,entity_15,entity_4,9.0,10.0
-user_1,default,entity_15,entity_3,4.0,10.0
-user_1,default,entity_15,entity_8,-2.0,10.0
-user_1,default,entity_2,entity_7,10.0,10.0
-user_1,default,entity_2,entity_8,-5.0,10.0
-user_1,default,entity_9,entity_7,10.0,10.0
-user_1,default,entity_1,entity_6,-10.0,10.0
-user_1,default,entity_1,entity_16,-9.0,10.0
-user_1,default,entity_6,entity_17,8.0,10.0
-user_1,default,entity_6,entity_9,8.0,10.0
-user_1,default,entity_6,entity_18,10.0,10.0
-user_1,default,entity_5,entity_10,-10.0,10.0
-user_1,default,entity_5,entity_7,-1.0,10.0
-user_1,default,entity_5,entity_9,-10.0,10.0
-user_1,default,entity_5,entity_0,-10.0,10.0
-user_1,default,entity_5,entity_11,-10.0,10.0
-user_1,default,entity_17,entity_5,10.0,10.0
-user_1,default,entity_17,entity_8,3.0,10.0
-user_1,default,entity_17,entity_11,-10.0,10.0
-user_1,default,entity_13,entity_19,10.0,10.0
-user_1,default,entity_13,entity_18,-9.0,10.0
-user_1,default,entity_19,entity_16,-10.0,10.0
-user_1,default,entity_0,entity_9,-10.0,10.0
-user_1,default,entity_7,entity_3,-9.0,10.0
-user_1,default,entity_3,entity_19,10.0,10.0
-user_1,default,entity_3,entity_1,6.0,10.0
-user_1,default,entity_12,entity_15,10.0,10.0
-user_1,default,entity_12,entity_6,10.0,10.0
-user_1,default,entity_12,entity_18,9.0,10.0
-user_1,default,entity_16,entity_12,-9.0,10.0
-user_1,default,entity_18,entity_4,10.0,10.0
-user_1,default,entity_14,entity_18,-10.0,10.0
-user_1,default,entity_8,entity_9,3.0,10.0
-user_1,default,entity_11,entity_19,9.0,10.0
-user_1,default,entity_11,entity_0,10.0,10.0
-user_2,default,entity_8,entity_11,8.0,10.0
-user_2,default,entity_9,entity_12,10.0,10.0
-user_2,default,entity_9,entity_2,9.0,10.0
-user_2,default,entity_17,entity_11,-10.0,10.0
-user_2,default,entity_10,entity_17,5.0,10.0
-user_2,default,entity_14,entity_17,10.0,10.0
-user_2,default,entity_14,entity_7,10.0,10.0
-user_2,default,entity_2,entity_8,-10.0,10.0
-user_2,default,entity_2,entity_14,-6.0,10.0
-user_2,default,entity_6,entity_4,3.0,10.0
-user_2,default,entity_11,entity_15,7.0,10.0
-user_2,default,entity_12,entity_0,8.0,10.0
-user_2,default,entity_0,entity_15,-10.0,10.0
-user_2,default,entity_0,entity_3,10.0,10.0
-user_2,default,entity_13,entity_11,-10.0,10.0
-user_2,default,entity_13,entity_14,-10.0,10.0
-user_2,default,entity_18,entity_13,10.0,10.0
-user_2,default,entity_19,entity_6,-10.0,10.0
-user_2,default,entity_19,entity_15,-10.0,10.0
-user_2,default,entity_1,entity_8,-10.0,10.0
-user_2,default,entity_5,entity_17,-9.0,10.0
-user_2,default,entity_7,entity_9,-10.0,10.0
-user_2,default,entity_7,entity_4,-10.0,10.0
-user_2,default,entity_7,entity_1,-9.0,10.0
-user_2,default,entity_3,entity_7,-4.0,10.0
-user_2,default,entity_16,entity_12,-10.0,10.0
-user_2,default,entity_16,entity_15,-10.0,10.0
-user_3,default,entity_0,entity_2,-10.0,10.0
-user_3,default,entity_0,entity_10,-10.0,10.0
-user_3,default,entity_0,entity_17,-10.0,10.0
-user_3,default,entity_2,entity_15,9.0,10.0
-user_3,default,entity_2,entity_7,2.0,10.0
-user_3,default,entity_10,entity_15,10.0,10.0
-user_3,default,entity_10,entity_2,-7.0,10.0
-user_3,default,entity_10,entity_9,-10.0,10.0
-user_3,default,entity_10,entity_11,-10.0,10.0
-user_3,default,entity_19,entity_18,-10.0,10.0
-user_3,default,entity_19,entity_9,-10.0,10.0
-user_3,default,entity_19,entity_14,-10.0,10.0
-user_3,default,entity_9,entity_2,6.0,10.0
-user_3,default,entity_9,entity_7,9.0,10.0
-user_3,default,entity_9,entity_3,-9.0,10.0
-user_3,default,entity_9,entity_5,-7.0,10.0
-user_3,default,entity_1,entity_7,-10.0,10.0
-user_3,default,entity_1,entity_11,-10.0,10.0
-user_3,default,entity_1,entity_13,-10.0,10.0
-user_3,default,entity_7,entity_0,10.0,10.0
-user_3,default,entity_7,entity_18,10.0,10.0
-user_3,default,entity_7,entity_5,-9.0,10.0
-user_3,default,entity_7,entity_13,-10.0,10.0
-user_3,default,entity_15,entity_7,-10.0,10.0
-user_3,default,entity_15,entity_11,-10.0,10.0
-user_3,default,entity_15,entity_4,-10.0,10.0
-user_3,default,entity_11,entity_0,10.0,10.0
-user_3,default,entity_11,entity_16,9.0,10.0
-user_3,default,entity_11,entity_3,-10.0,10.0
-user_3,default,entity_12,entity_2,8.0,10.0
-user_3,default,entity_12,entity_8,-10.0,10.0
-user_3,default,entity_12,entity_4,-10.0,10.0
-user_3,default,entity_18,entity_12,-10.0,10.0
-user_3,default,entity_17,entity_15,5.0,10.0
-user_3,default,entity_17,entity_6,-7.0,10.0
-user_3,default,entity_6,entity_1,10.0,10.0
-user_3,default,entity_6,entity_7,10.0,10.0
-user_3,default,entity_6,entity_11,10.0,10.0
-user_3,default,entity_8,entity_10,10.0,10.0
-user_3,default,entity_8,entity_19,10.0,10.0
-user_3,default,entity_8,entity_14,-10.0,10.0
-user_3,default,entity_16,entity_14,-10.0,10.0
-user_3,default,entity_14,entity_7,10.0,10.0
-user_3,default,entity_14,entity_6,8.0,10.0
-user_3,default,entity_14,entity_3,0.0,10.0
-user_3,default,entity_3,entity_1,10.0,10.0
-user_3,default,entity_3,entity_0,10.0,10.0
-user_3,default,entity_3,entity_12,10.0,10.0
-user_3,default,entity_3,entity_6,9.0,10.0
-user_3,default,entity_5,entity_1,10.0,10.0
-user_3,default,entity_5,entity_0,10.0,10.0
-user_3,default,entity_5,entity_2,10.0,10.0
-user_3,default,entity_5,entity_16,10.0,10.0
-user_3,default,entity_5,entity_12,9.0,10.0
-user_3,default,entity_5,entity_17,9.0,10.0
-user_3,default,entity_5,entity_8,10.0,10.0
-user_3,default,entity_5,entity_13,9.0,10.0
-user_3,default,entity_4,entity_1,10.0,10.0
-user_3,default,entity_4,entity_11,10.0,10.0
-user_3,default,entity_4,entity_14,10.0,10.0
-user_3,default,entity_4,entity_5,10.0,10.0
-user_3,default,entity_13,entity_10,10.0,10.0
-user_3,default,entity_13,entity_18,10.0,10.0
-user_4,default,entity_6,entity_8,9.0,10.0
-user_4,default,entity_6,entity_11,7.0,10.0
-user_4,default,entity_6,entity_17,-10.0,10.0
-user_4,default,entity_6,entity_13,-10.0,10.0
-user_4,default,entity_6,entity_9,-9.0,10.0
-user_4,default,entity_6,entity_0,-9.0,10.0
-user_4,default,entity_6,entity_18,-7.0,10.0
-user_4,default,entity_6,entity_14,-9.0,10.0
-user_4,default,entity_6,entity_16,-9.0,10.0
-user_4,default,entity_19,entity_8,3.0,10.0
-user_4,default,entity_19,entity_6,-8.0,10.0
-user_4,default,entity_19,entity_11,-2.0,10.0
-user_4,default,entity_19,entity_13,-7.0,10.0
-user_4,default,entity_19,entity_2,-8.0,10.0
-user_4,default,entity_19,entity_0,-9.0,10.0
-user_4,default,entity_19,entity_10,-10.0,10.0
-user_4,default,entity_19,entity_18,-10.0,10.0
-user_4,default,entity_19,entity_3,-10.0,10.0
-user_4,default,entity_11,entity_8,1.0,10.0
-user_4,default,entity_11,entity_17,-9.0,10.0
-user_4,default,entity_11,entity_4,-9.0,10.0
-user_4,default,entity_11,entity_0,-10.0,10.0
-user_4,default,entity_11,entity_5,-8.0,10.0
-user_4,default,entity_11,entity_14,-10.0,10.0
-user_4,default,entity_11,entity_3,-10.0,10.0
-user_4,default,entity_11,entity_12,-9.0,10.0
-user_4,default,entity_8,entity_17,-8.0,10.0
-user_4,default,entity_8,entity_13,-10.0,10.0
-user_4,default,entity_8,entity_9,-9.0,10.0
-user_4,default,entity_8,entity_2,-9.0,10.0
-user_4,default,entity_8,entity_0,-9.0,10.0
-user_4,default,entity_8,entity_15,-10.0,10.0
-user_4,default,entity_8,entity_5,-9.0,10.0
-user_4,default,entity_8,entity_1,-10.0,10.0
-user_4,default,entity_8,entity_18,-10.0,10.0
-user_4,default,entity_8,entity_14,-9.0,10.0
-user_4,default,entity_8,entity_3,-10.0,10.0
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-user_9,default,entity_14,entity_17,-9.0,10.0
-user_9,default,entity_14,entity_0,-5.0,10.0
-user_9,default,entity_14,entity_9,-10.0,10.0
-user_9,default,entity_0,entity_3,-8.0,10.0
-user_9,default,entity_0,entity_13,-10.0,10.0
-user_9,default,entity_0,entity_6,-10.0,10.0
-user_9,default,entity_0,entity_16,-10.0,10.0
-user_9,default,entity_9,entity_6,-10.0,10.0
-user_9,default,entity_9,entity_18,10.0,10.0
-user_9,default,entity_16,entity_9,9.0,10.0
diff --git a/solidago/tests/pipeline/temp/0/criteria.csv b/solidago/tests/pipeline/temp/0/criteria.csv
deleted file mode 100644
index bee5398e56..0000000000
--- a/solidago/tests/pipeline/temp/0/criteria.csv
+++ /dev/null
@@ -1 +0,0 @@
-criterion_name
diff --git a/solidago/tests/pipeline/temp/0/directs.csv b/solidago/tests/pipeline/temp/0/directs.csv
deleted file mode 100644
index 8b13789179..0000000000
--- a/solidago/tests/pipeline/temp/0/directs.csv
+++ /dev/null
@@ -1 +0,0 @@
-
diff --git a/solidago/tests/pipeline/temp/0/entities.csv b/solidago/tests/pipeline/temp/0/entities.csv
deleted file mode 100644
index c5d992f352..0000000000
--- a/solidago/tests/pipeline/temp/0/entities.csv
+++ /dev/null
@@ -1,21 +0,0 @@
-entity_name,vector_index
-entity_0,0
-entity_1,1
-entity_2,2
-entity_3,3
-entity_4,4
-entity_5,5
-entity_6,6
-entity_7,7
-entity_8,8
-entity_9,9
-entity_10,10
-entity_11,11
-entity_12,12
-entity_13,13
-entity_14,14
-entity_15,15
-entity_16,16
-entity_17,17
-entity_18,18
-entity_19,19
diff --git a/solidago/tests/pipeline/temp/0/entity_vectors.csv b/solidago/tests/pipeline/temp/0/entity_vectors.csv
deleted file mode 100644
index 1623eb294f..0000000000
--- a/solidago/tests/pipeline/temp/0/entity_vectors.csv
+++ /dev/null
@@ -1,20 +0,0 @@
--1.034242841784464684e+00,6.815945182816269821e-01,-8.034096641738410760e-01,-6.895497777502005432e-01,-4.555325035173431458e-01
-1.747915902505672858e-02,-3.539939112534839505e-01,-1.374951293418018805e+00,-6.436184028328905127e-01,-2.223403152224426638e+00
-6.252314510271874681e-01,-1.602057655606747621e+00,-1.104383339428450572e+00,5.216507926097440490e-02,-7.395629963913132876e-01
-1.543014595406735801e+00,-1.292856909723448577e+00,2.670508693491829288e-01,-3.928281822749560281e-02,-1.168093497741197417e+00
-5.232766605317537012e-01,-1.715463312222481052e-01,7.717905512136673529e-01,8.235041539637314445e-01,2.163235949280689852e+00
-1.336527949436391971e+00,-3.691818379424435803e-01,-2.393791775759263885e-01,1.099659595887113150e+00,6.552637307225978036e-01
-6.401315260975920518e-01,-1.616956044310834395e+00,-2.432612439893563558e-02,-7.380309092056887010e-01,2.799245990432382425e-01
--9.815038964295794144e-02,9.101789080925919428e-01,3.172182151913020554e-01,7.863279621089761529e-01,-4.664190967359430617e-01
--9.444462559182503769e-01,-4.100496932025484709e-01,-1.702041386144059407e-02,3.791517355550818036e-01,2.259308950690852136e+00
--4.225715166064269307e-02,-9.559450004927769751e-01,-3.459817756993864291e-01,-4.635959746460941999e-01,4.814814737734621763e-01
--1.540797014444624802e+00,6.326199420033171150e-02,1.565065379653755862e-01,2.321810362002757755e-01,-5.973160689653627120e-01
--2.379217297360070038e-01,-1.424060908982531570e+00,-4.933198833621940671e-01,-5.428614760167177478e-01,4.160500462614254991e-01
--1.156182431821912715e+00,7.811981017099933755e-01,1.494484544491368805e+00,-2.069985025013532542e+00,4.262587307781009471e-01
-6.769080350302455473e-01,-6.374370255522290307e-01,-3.972718143287976567e-01,-1.328805775869556227e-01,-2.977908794017283256e-01
--3.090129690471222212e-01,-1.676003806329976697e+00,1.152331564783120044e+00,1.079618592036821090e+00,-8.133642592042028552e-01
--1.466424327802513972e+00,5.210648764527585630e-01,-5.757879698130661250e-01,1.419531633207796739e-01,-3.193284171450951892e-01
-6.915387510701865859e-01,6.947491436560059297e-01,-7.255973784635842971e-01,-1.383363955395055411e+00,-1.582938397335081904e+00
-6.103793791072051889e-01,-1.188859257784028900e+00,-5.068163542986875436e-01,-5.963140384505081215e-01,-5.256729626954628753e-02
--1.936279805846506941e+00,1.887785967938285514e-01,5.238910238342056047e-01,8.842208704466140989e-02,-3.108861716984717138e-01
-9.740016626878340855e-02,3.990463456401301956e-01,-2.772592756426650151e+00,1.955912308250694176e+00,3.900933226879264581e-01
diff --git a/solidago/tests/pipeline/temp/0/made_public.csv b/solidago/tests/pipeline/temp/0/made_public.csv
deleted file mode 100644
index 2a1934ee78..0000000000
--- a/solidago/tests/pipeline/temp/0/made_public.csv
+++ /dev/null
@@ -1,131 +0,0 @@
-username,entity_name,public
-user_0,entity_16,True
-user_0,entity_15,True
-user_0,entity_10,True
-user_0,entity_12,True
-user_0,entity_11,True
-user_0,entity_18,True
-user_0,entity_6,True
-user_0,entity_2,True
-user_0,entity_13,True
-user_0,entity_17,True
-user_0,entity_9,True
-user_0,entity_7,True
-user_0,entity_14,True
-user_0,entity_8,True
-user_1,entity_4,True
-user_1,entity_10,True
-user_1,entity_15,True
-user_1,entity_7,True
-user_1,entity_2,True
-user_1,entity_19,True
-user_1,entity_1,True
-user_1,entity_17,True
-user_1,entity_9,True
-user_1,entity_6,True
-user_1,entity_5,True
-user_1,entity_13,True
-user_1,entity_16,True
-user_1,entity_3,True
-user_1,entity_8,True
-user_1,entity_11,True
-user_2,entity_11,True
-user_2,entity_12,True
-user_2,entity_6,True
-user_2,entity_10,True
-user_2,entity_18,True
-user_2,entity_14,True
-user_2,entity_9,True
-user_2,entity_17,True
-user_2,entity_4,True
-user_2,entity_15,True
-user_2,entity_0,True
-user_2,entity_19,True
-user_2,entity_5,True
-user_2,entity_7,True
-user_2,entity_3,True
-user_2,entity_16,True
-user_3,entity_1,True
-user_3,entity_0,True
-user_3,entity_15,True
-user_3,entity_2,True
-user_3,entity_10,True
-user_3,entity_19,True
-user_3,entity_18,True
-user_3,entity_11,True
-user_3,entity_12,True
-user_3,entity_17,True
-user_3,entity_6,True
-user_3,entity_8,True
-user_3,entity_14,True
-user_3,entity_3,True
-user_3,entity_4,True
-user_4,entity_8,True
-user_4,entity_6,True
-user_4,entity_19,True
-user_4,entity_17,True
-user_4,entity_13,True
-user_4,entity_9,True
-user_4,entity_4,True
-user_4,entity_2,True
-user_4,entity_0,True
-user_4,entity_5,True
-user_4,entity_1,True
-user_4,entity_10,True
-user_4,entity_18,True
-user_4,entity_3,True
-user_4,entity_7,True
-user_4,entity_16,True
-user_5,entity_3,True
-user_5,entity_14,True
-user_5,entity_18,True
-user_5,entity_4,True
-user_5,entity_6,True
-user_5,entity_7,True
-user_5,entity_1,True
-user_5,entity_16,True
-user_5,entity_17,True
-user_6,entity_16,True
-user_6,entity_6,True
-user_6,entity_3,True
-user_6,entity_11,True
-user_6,entity_17,True
-user_6,entity_9,True
-user_6,entity_14,True
-user_6,entity_18,True
-user_6,entity_10,True
-user_6,entity_5,True
-user_6,entity_1,True
-user_7,entity_15,True
-user_7,entity_12,True
-user_7,entity_8,True
-user_7,entity_10,True
-user_7,entity_6,True
-user_7,entity_1,True
-user_7,entity_13,True
-user_7,entity_3,True
-user_7,entity_18,True
-user_7,entity_2,True
-user_7,entity_14,True
-user_7,entity_0,True
-user_7,entity_19,True
-user_7,entity_9,True
-user_7,entity_5,True
-user_7,entity_11,True
-user_7,entity_17,True
-user_8,entity_8,True
-user_8,entity_4,True
-user_8,entity_11,True
-user_8,entity_18,True
-user_8,entity_5,True
-user_8,entity_13,True
-user_9,entity_3,True
-user_9,entity_13,True
-user_9,entity_6,True
-user_9,entity_16,True
-user_9,entity_17,True
-user_9,entity_11,True
-user_9,entity_18,True
-user_9,entity_12,True
-user_9,entity_14,True
-user_9,entity_0,True
diff --git a/solidago/tests/pipeline/temp/0/state.json b/solidago/tests/pipeline/temp/0/state.json
deleted file mode 100644
index 1161b0457a..0000000000
--- a/solidago/tests/pipeline/temp/0/state.json
+++ /dev/null
@@ -1,93 +0,0 @@
-{
-    "users": [
-        "VectorUsers",
-        [
-            "tests/pipeline/saved_0/users.csv",
-            "tests/pipeline/saved_0/user_vectors.csv"
-        ]
-    ],
-    "entities": [
-        "VectorEntities",
-        [
-            "tests/pipeline/saved_0/entities.csv",
-            "tests/pipeline/saved_0/entity_vectors.csv"
-        ]
-    ],
-    "vouches": [
-        "Vouches",
-        "tests/pipeline/saved_0/vouches.csv"
-    ],
-    "made_public": [
-        "MadePublic",
-        "tests/pipeline/saved_0/made_public.csv"
-    ],
-    "assessments": [
-        "Assessments",
-        "tests/pipeline/saved_0/assessments.csv"
-    ],
-    "comparisons": [
-        "Comparisons",
-        "tests/pipeline/saved_0/comparisons.csv"
-    ],
-    "voting_rights": [
-        "VotingRights",
-        "tests/pipeline/saved_0/voting_rights.csv"
-    ],
-    "user_models": [
-        "UserModels",
-        {
-            "users": {
-                "user_0": [
-                    "DirectScoring",
-                    {}
-                ],
-                "user_1": [
-                    "DirectScoring",
-                    {}
-                ],
-                "user_2": [
-                    "DirectScoring",
-                    {}
-                ],
-                "user_3": [
-                    "DirectScoring",
-                    {}
-                ],
-                "user_4": [
-                    "DirectScoring",
-                    {}
-                ],
-                "user_5": [
-                    "DirectScoring",
-                    {}
-                ],
-                "user_6": [
-                    "DirectScoring",
-                    {}
-                ],
-                "user_7": [
-                    "DirectScoring",
-                    {}
-                ],
-                "user_8": [
-                    "DirectScoring",
-                    {}
-                ],
-                "user_9": [
-                    "DirectScoring",
-                    {}
-                ]
-            },
-            "dataframes": {
-                "directs": "tests/pipeline/saved_0/user_directs.csv"
-            },
-            "default_model_cls": "DirectScoring"
-        }
-    ],
-    "global_model": [
-        "DirectScoring",
-        {
-            "directs": "tests/pipeline/saved_0/directs.csv"
-        }
-    ]
-}
\ No newline at end of file
diff --git a/solidago/tests/pipeline/temp/0/user_directs.csv b/solidago/tests/pipeline/temp/0/user_directs.csv
deleted file mode 100644
index 730057b84d..0000000000
--- a/solidago/tests/pipeline/temp/0/user_directs.csv
+++ /dev/null
@@ -1,169 +0,0 @@
-entity_name,criterion,score,left_unc,right_unc,username,depth
-entity_3,default,6.489062703377285,3.265380859375,6.195068359375,user_0,0
-entity_18,default,-6.372682125853871,3.143310546875,2.166748046875,user_0,0
-entity_17,default,-0.9586946221653111,6.561279296875,3.509521484375,user_0,0
-entity_15,default,-7.040608282712715,8.392333984375,2.655029296875,user_0,0
-entity_0,default,-15.2194657713709,1000.0,2.838134765625,user_0,0
-entity_19,default,9.73265044405887,1.739501953125,2.349853515625,user_0,0
-entity_11,default,-3.8510125171357847,1.983642578125,1.800537109375,user_0,0
-entity_12,default,-8.83055252221069,10.162353515625,2.288818359375,user_0,0
-entity_8,default,10.82824748596494,1.861572265625,5.157470703125,user_0,0
-entity_10,default,-6.450454561648642,2.044677734375,1.617431640625,user_0,0
-entity_2,default,-3.851350813035278,2.288818359375,2.044677734375,user_0,0
-entity_13,default,3.7836037622756606,1.922607421875,2.349853515625,user_0,0
-entity_14,default,6.1076169331193775,2.105712890625,3.265380859375,user_0,0
-entity_5,default,13.331210256825228,2.410888671875,69.305419921875,user_0,0
-entity_6,default,1.5916194182484804,2.960205078125,2.471923828125,user_0,0
-entity_9,default,1.252335655200241,3.814697265625,4.364013671875,user_0,0
-entity_1,default,-18.52838642478205,1000.0,2.410888671875,user_0,0
-entity_4,default,13.420195384985355,2.838134765625,52.154541015625,user_0,0
-entity_7,default,4.567471939468019,3.448486328125,4.547119140625,user_0,0
-entity_3,default,-0.3081153208623475,2.288818359375,2.410888671875,user_1,0
-entity_18,default,-3.808334386036867,3.692626953125,3.082275390625,user_1,0
-entity_17,default,-3.0719355195327394,2.593994140625,2.166748046875,user_1,0
-entity_15,default,-1.6712056500887074,2.044677734375,1.861572265625,user_1,0
-entity_0,default,4.4146616518716515,4.547119140625,7.293701171875,user_1,0
-entity_19,default,10.413062412150927,3.631591796875,93.353271484375,user_1,0
-entity_11,default,-10.063028763152639,88.409423828125,3.570556640625,user_1,0
-entity_12,default,-13.5079164966712,39.093017578125,2.593994140625,user_1,0
-entity_8,default,-2.617872876773433,1.434326171875,1.251220703125,user_1,0
-entity_10,default,-3.1427567423793654,1000.0,9.857177734375,user_1,0
-entity_2,default,-1.0886183960651297,2.655029296875,3.692626953125,user_1,0
-entity_13,default,0.7546458025180155,4.058837890625,6.866455078125,user_1,0
-entity_14,default,5.350201156007934,5.767822265625,1000.0,user_1,0
-entity_5,default,12.44865017807534,1.739501953125,4.730224609375,user_1,0
-entity_6,default,-7.8445770660743595,4.669189453125,2.288818359375,user_1,0
-entity_9,default,-2.4583659158710414,2.471923828125,2.288818359375,user_1,0
-entity_16,default,-4.542654284011424,8.148193359375,4.730224609375,user_1,0
-entity_1,default,2.7361137819552637,2.838134765625,6.500244140625,user_1,0
-entity_4,default,6.209275137946908,4.547119140625,46.661376953125,user_1,0
-entity_7,default,11.79965267959572,1.983642578125,3.448486328125,user_1,0
-entity_3,default,9.771734712121818,1.922607421875,5.340576171875,user_2,0
-entity_18,default,-3.6875676155941672,1000.0,8.392333984375,user_2,0
-entity_17,default,2.6665809127621483,2.288818359375,3.143310546875,user_2,0
-entity_15,default,-6.515569961472379,3.265380859375,3.082275390625,user_2,0
-entity_0,default,2.131189326571073,3.326416015625,5.523681640625,user_2,0
-entity_19,default,7.551802189670735,5.096435546875,1000.0,user_2,0
-entity_11,default,-8.768464723528526,3.570556640625,2.105712890625,user_2,0
-entity_12,default,-1.7204878285523753,5.706787109375,3.387451171875,user_2,0
-entity_8,default,-12.260900037425204,27.923583984375,2.410888671875,user_2,0
-entity_10,default,0.7851719356988162,4.364013671875,2.777099609375,user_2,0
-entity_2,default,-1.5600843636410775,3.692626953125,5.706787109375,user_2,0
-entity_14,default,-5.498946527463039,10.528564453125,3.021240234375,user_2,0
-entity_13,default,9.600324785085979,4.302978515625,1000.0,user_2,0
-entity_5,default,6.834092873211744,3.204345703125,31.463623046875,user_2,0
-entity_6,default,-4.491754118677779,3.997802734375,2.227783203125,user_2,0
-entity_9,default,-9.78450360141675,71.380615234375,3.570556640625,user_2,0
-entity_16,default,8.240125184356557,4.608154296875,1000.0,user_2,0
-entity_1,default,1.5720197077426434,8.392333984375,6.439208984375,user_2,0
-entity_4,default,-3.569232542044103,2.777099609375,2.838134765625,user_2,0
-entity_7,default,8.704150202360134,2.227783203125,3.021240234375,user_2,0
-entity_3,default,-12.448321515490855,3.814697265625,1.678466796875,user_3,0
-entity_15,default,8.971272726615364,2.471923828125,9.185791015625,user_3,0
-entity_0,default,18.25445349944243,2.471923828125,1000.0,user_3,0
-entity_19,default,14.543353611684937,2.777099609375,1000.0,user_3,0
-entity_11,default,-1.6190407371425926,3.997802734375,3.814697265625,user_3,0
-entity_8,default,-4.931305510827302,4.669189453125,2.960205078125,user_3,0
-entity_9,default,-4.83723842175156,4.730224609375,3.143310546875,user_3,0
-entity_18,default,8.150314199130063,3.448486328125,6.378173828125,user_3,0
-entity_17,default,2.7224356425468286,5.462646484375,5.584716796875,user_3,0
-entity_12,default,-0.8730726751245504,2.838134765625,2.349853515625,user_3,0
-entity_10,default,4.772728056320995,2.593994140625,3.631591796875,user_3,0
-entity_2,default,0.9818622891952467,1.739501953125,1.861572265625,user_3,0
-entity_14,default,-12.16479190939932,3.204345703125,1.739501953125,user_3,0
-entity_13,default,-7.278973016480864,4.364013671875,3.509521484375,user_3,0
-entity_5,default,-11.12946724751553,6.561279296875,2.166748046875,user_3,0
-entity_6,default,-6.55633225956534,4.241943359375,2.838134765625,user_3,0
-entity_16,default,6.519559783476438,4.730224609375,60.760498046875,user_3,0
-entity_1,default,15.596499876854962,2.899169921875,1000.0,user_3,0
-entity_4,default,-20.02622472150127,1000.0,2.166748046875,user_3,0
-entity_7,default,1.3529016201004656,2.105712890625,2.410888671875,user_3,0
-entity_3,default,-4.403520118430215,1.251220703125,1.068115234375,user_4,0
-entity_15,default,0.43764246177590377,1.007080078125,1.068115234375,user_4,0
-entity_0,default,-1.55123502056006,0.946044921875,0.946044921875,user_4,0
-entity_19,default,7.828716776155228,1.251220703125,1.678466796875,user_4,0
-entity_11,default,7.112363122987418,1.190185546875,1.556396484375,user_4,0
-entity_8,default,9.357008209539545,1.373291015625,2.532958984375,user_4,0
-entity_9,default,4.248925637268484,1.068115234375,1.190185546875,user_4,0
-entity_18,default,-2.7933850518087633,1.007080078125,0.946044921875,user_4,0
-entity_17,default,3.5595435416773262,1.129150390625,1.190185546875,user_4,0
-entity_12,default,-5.954167161150011,1.617431640625,1.190185546875,user_4,0
-entity_10,default,-2.956573863610267,1.068115234375,0.946044921875,user_4,0
-entity_2,default,4.301735797803388,1.068115234375,1.190185546875,user_4,0
-entity_13,default,-0.809967634419282,0.946044921875,0.946044921875,user_4,0
-entity_14,default,-2.1650768089706816,0.946044921875,0.946044921875,user_4,0
-entity_5,default,0.4376394353770555,1.007080078125,1.068115234375,user_4,0
-entity_6,default,5.167659537129261,1.068115234375,1.312255859375,user_4,0
-entity_16,default,-7.055852388035559,2.044677734375,1.312255859375,user_4,0
-entity_4,default,0.6612389410253094,1.007080078125,1.068115234375,user_4,0
-entity_1,default,-2.3584606284869825,1.007080078125,0.946044921875,user_4,0
-entity_7,default,-13.059408312578618,8.087158203125,2.166748046875,user_4,0
-entity_3,default,-15.22970854268203,5.462646484375,2.471923828125,user_5,0
-entity_18,default,5.873199627721099,1.251220703125,1.678466796875,user_5,0
-entity_17,default,6.391737202986558,1.312255859375,1.922607421875,user_5,0
-entity_2,default,-1.4674531019856543,5.950927734375,3.326416015625,user_5,0
-entity_14,default,-19.4171909725438,80.169677734375,2.044677734375,user_5,0
-entity_6,default,3.074200948642241,1.800537109375,1.617431640625,user_5,0
-entity_16,default,15.980128250363865,2.471923828125,43.731689453125,user_5,0
-entity_4,default,4.207360014178476,1.434326171875,1.495361328125,user_5,0
-entity_1,default,5.437455327811405,1.312255859375,1.556396484375,user_5,0
-entity_7,default,-4.850630393606242,7.293701171875,3.753662109375,user_5,0
-entity_3,default,-6.716509730289821,7.476806640625,3.021240234375,user_6,0
-entity_18,default,12.228153400973193,1.617431640625,2.716064453125,user_6,0
-entity_17,default,-9.388944643672609,71.441650390625,3.692626953125,user_6,0
-entity_0,default,8.130043658365496,2.655029296875,4.119873046875,user_6,0
-entity_11,default,-11.029457257215752,41.900634765625,3.204345703125,user_6,0
-entity_12,default,-12.678650440392538,38.970947265625,3.021240234375,user_6,0
-entity_8,default,6.349444254781295,1.800537109375,3.021240234375,user_6,0
-entity_10,default,15.42675296707831,2.044677734375,25.787353515625,user_6,0
-entity_2,default,1.0207142851891469,2.044677734375,2.044677734375,user_6,0
-entity_13,default,-1.5456615338401924,1.678466796875,1.617431640625,user_6,0
-entity_14,default,2.0447325721652794,1.617431640625,1.800537109375,user_6,0
-entity_5,default,5.306361501393793,2.105712890625,2.471923828125,user_6,0
-entity_6,default,-15.560950833513704,80.413818359375,2.655029296875,user_6,0
-entity_9,default,-3.5181879425500124,5.340576171875,3.509521484375,user_6,0
-entity_16,default,-3.5163191384225523,4.180908203125,2.288818359375,user_6,0
-entity_1,default,3.999274741242991,2.166748046875,3.021240234375,user_6,0
-entity_4,default,-2.5164476993258647,2.777099609375,2.227783203125,user_6,0
-entity_7,default,11.964721159211905,1.617431640625,3.082275390625,user_6,0
-entity_3,default,8.487255660052059,3.326416015625,26.336669921875,user_7,0
-entity_18,default,-2.4727768397663645,1000.0,12.542724609375,user_7,0
-entity_17,default,1.9978363728433672,1.556396484375,1.556396484375,user_7,0
-entity_15,default,-4.651401108379074,5.767822265625,3.204345703125,user_7,0
-entity_0,default,-11.645598727419804,19.927978515625,2.471923828125,user_7,0
-entity_19,default,3.6785081634301493,1.434326171875,1.861572265625,user_7,0
-entity_11,default,2.6754259112691257,2.288818359375,3.387451171875,user_7,0
-entity_12,default,-12.434782265787545,1000.0,3.326416015625,user_7,0
-entity_8,default,-5.92553820862191,23.956298828125,4.241943359375,user_7,0
-entity_10,default,0.22355712502025782,2.593994140625,1.983642578125,user_7,0
-entity_2,default,0.49067155569726806,4.364013671875,5.950927734375,user_7,0
-entity_13,default,2.509936557885838,2.166748046875,2.716064453125,user_7,0
-entity_14,default,17.34301388470349,2.593994140625,1000.0,user_7,0
-entity_5,default,6.043159382945743,2.044677734375,4.791259765625,user_7,0
-entity_6,default,2.4897564719548058,1.312255859375,1.495361328125,user_7,0
-entity_9,default,-3.450799012973718,6.561279296875,3.326416015625,user_7,0
-entity_16,default,-7.436585652621169,4.486083984375,3.265380859375,user_7,0
-entity_4,default,1.3224490886780427,1.617431640625,1.556396484375,user_7,0
-entity_1,default,1.2311959567133,1.800537109375,1.556396484375,user_7,0
-entity_7,default,-0.47617602150051314,5.706787109375,5.279541015625,user_7,0
-entity_18,default,-5.263108131616759,2.044677734375,1.800537109375,user_8,0
-entity_11,default,4.866240914790449,3.692626953125,8.026123046875,user_8,0
-entity_8,default,14.98305830192634,2.532958984375,54.901123046875,user_8,0
-entity_2,default,-8.442068106420049,10.406494140625,2.471923828125,user_8,0
-entity_13,default,-6.956849669210273,4.364013671875,1.922607421875,user_8,0
-entity_14,default,-1.6917044581706213,3.082275390625,3.692626953125,user_8,0
-entity_5,default,-5.2281210290784506,2.044677734375,1.617431640625,user_8,0
-entity_6,default,0.6288250812481536,3.570556640625,5.889892578125,user_8,0
-entity_9,default,-1.9545543184253156,2.838134765625,3.387451171875,user_8,0
-entity_4,default,9.058579593980012,3.631591796875,6.317138671875,user_8,0
-entity_3,default,-6.7477577336122385,4.364013671875,2.105712890625,user_9,0
-entity_18,default,14.430288894083501,2.044677734375,17.181396484375,user_9,0
-entity_17,default,-1.8653283735970272,2.349853515625,2.166748046875,user_9,0
-entity_0,default,8.681265428684668,2.593994140625,3.143310546875,user_9,0
-entity_11,default,3.8461954305691144,2.166748046875,4.547119140625,user_9,0
-entity_12,default,-13.601161608873241,61.431884765625,2.960205078125,user_9,0
-entity_14,default,11.079441198869986,1.983642578125,3.692626953125,user_9,0
-entity_13,default,0.6776613389758528,2.593994140625,2.777099609375,user_9,0
-entity_6,default,-4.565173406150023,2.593994140625,2.105712890625,user_9,0
-entity_9,default,0.9016529297866442,3.570556640625,2.960205078125,user_9,0
-entity_16,default,-12.836653967845892,114.776611328125,2.960205078125,user_9,0
diff --git a/solidago/tests/pipeline/temp/0/user_vectors.csv b/solidago/tests/pipeline/temp/0/user_vectors.csv
deleted file mode 100644
index 27fb959bd8..0000000000
--- a/solidago/tests/pipeline/temp/0/user_vectors.csv
+++ /dev/null
@@ -1,10 +0,0 @@
-1.764052345967664026e+00,4.001572083672232938e-01,9.787379841057392005e-01,2.240893199201457797e+00,1.867557990149967484e+00
-4.843121541206647507e-01,5.791404787067284676e-01,-1.815825727311959625e-01,1.410204631131214192e+00,-3.744716909802062177e-01
-1.532779214358457542e+00,1.469358769900285022e+00,1.549474256969163022e-01,3.781625196021735635e-01,-8.877857476301127537e-01
--1.252795360049926199e+00,7.774903558319100627e-01,-1.613897847557951515e+00,-2.127402802139687077e-01,-8.954665611936756253e-01
--3.536278564808815195e-01,-7.407474706616463678e-01,-6.750218315624022525e-01,-1.327842561200388849e-01,6.198010633228139277e-01
-9.252507517503312240e-01,-9.047861581686360566e-01,1.843691530027958825e+00,1.525507238662563880e+00,-1.445535581617193088e+00
--1.270484998485733596e+00,9.693967081580111556e-01,-1.173123405114159912e+00,1.943621185649292649e+00,-4.136189807597473456e-01
-3.764255311556294337e-01,-1.099400790584194487e+00,2.982381742060559726e-01,1.326385896687030330e+00,-6.945678597313654778e-01
--6.611042318158495412e-01,-1.180191015625916551e+00,1.976426381461429960e-01,4.138999766425577875e-01,1.197321980642760852e+00
--1.811278790918046333e+00,-6.311752177478401338e-01,-9.281591845702129584e-01,1.490721916959023341e+00,1.954993352753277014e-01
diff --git a/solidago/tests/pipeline/temp/0/users.csv b/solidago/tests/pipeline/temp/0/users.csv
deleted file mode 100644
index 06ac2831d0..0000000000
--- a/solidago/tests/pipeline/temp/0/users.csv
+++ /dev/null
@@ -1,11 +0,0 @@
-username,is_trustworthy,is_pretrusted,n_expected_vouches,n_comparisons,n_comparisons_per_entity,multiplicator,engagement_bias,vector_index,trust_score
-user_0,True,False,26,54,2,0.0204255866842249,-0.977277879876411,0,0.168872812485527
-user_1,True,True,17,37,2,0.9613809291948594,0.2751983155763202,1,0.8246135410812844
-user_2,True,True,0,33,3,0.1759135534346029,-1.980796468223927,2,0.9190028111073183
-user_3,True,False,4,72,2,0.3511760868635276,0.386902497859262,3,0.10809008976476467
-user_4,True,False,0,233,3,0.8831290462896029,1.7911684612099157,4,0.02740742976283438
-user_5,False,False,0,47,9,0.9324028734240074,0.377160611108241,5,0.0
-user_6,True,False,1,46,5,2.519282139550544,-0.7474548114407578,6,0.07925990155611953
-user_7,True,False,0,43,2,1.5784127264289458,-0.1496345403276707,7,0.216089336049813
-user_8,True,False,1,27,5,0.059780960642743,1.8833538579153104,8,0.15319969320947013
-user_9,True,False,0,35,6,1.599719459514838,-0.4716043335478262,9,0.17069321396563092
diff --git a/solidago/tests/pipeline/temp/0/voting_rights.csv b/solidago/tests/pipeline/temp/0/voting_rights.csv
deleted file mode 100644
index 8b13789179..0000000000
--- a/solidago/tests/pipeline/temp/0/voting_rights.csv
+++ /dev/null
@@ -1 +0,0 @@
-
diff --git a/solidago/tests/pipeline/temp/0/vouches.csv b/solidago/tests/pipeline/temp/0/vouches.csv
deleted file mode 100644
index 68fac9e670..0000000000
--- a/solidago/tests/pipeline/temp/0/vouches.csv
+++ /dev/null
@@ -1,24 +0,0 @@
-by,to,kind,weight,priority
-user_0,user_4,Personhood,0.7896824062501574,0
-user_0,user_3,Personhood,0.840778792639736,0
-user_0,user_2,Personhood,0.5238654715100963,0
-user_0,user_6,Personhood,0.8925993384032407,0
-user_0,user_8,Personhood,0.5954263337434686,0
-user_0,user_1,Personhood,0.9742272864750473,0
-user_0,user_9,Personhood,0.07999942762187195,0
-user_0,user_7,Personhood,0.6507377163366674,0
-user_3,user_0,Personhood,0.09393498035440484,0
-user_3,user_9,Personhood,0.6044867533457567,0
-user_3,user_7,Personhood,0.9960670856485175,0
-user_6,user_2,Personhood,0.10640501080210074,0
-user_8,user_0,Personhood,0.9997564507524814,0
-user_8,user_2,Personhood,0.936525738441582,0
-user_8,user_7,Personhood,0.9866633771143694,0
-user_1,user_4,Personhood,0.05082483178542985,0
-user_1,user_0,Personhood,0.8326747470585263,0
-user_1,user_3,Personhood,0.5919834173260232,0
-user_1,user_2,Personhood,0.021068292613971695,0
-user_1,user_6,Personhood,0.3865438146392457,0
-user_1,user_8,Personhood,0.9417170498803228,0
-user_1,user_9,Personhood,0.9394529089921024,0
-user_1,user_7,Personhood,0.7323918980299693,0
diff --git a/solidago/tests/pipeline/temp/1/assessments.csv b/solidago/tests/pipeline/temp/1/assessments.csv
deleted file mode 100644
index ce0ebd3a6e..0000000000
--- a/solidago/tests/pipeline/temp/1/assessments.csv
+++ /dev/null
@@ -1,84 +0,0 @@
-username,criterion,entity_name,assessment,assessment_min,assessment_max
-user_0,default,entity_6,-1.9327272573340728,-inf,inf
-user_0,default,entity_3,-1.973279631423118,-inf,inf
-user_0,default,entity_12,-1.0339324275147361,-inf,inf
-user_0,default,entity_10,-1.3960786104635698,-inf,inf
-user_0,default,entity_5,0.8263990175271823,-inf,inf
-user_0,default,entity_0,0.2614886568061694,-inf,inf
-user_0,default,entity_19,1.9208947142367312,-inf,inf
-user_1,default,entity_5,0.23972625334564912,-inf,inf
-user_1,default,entity_8,3.2385949122901256,-inf,inf
-user_1,default,entity_9,1.8200031134049763,-inf,inf
-user_1,default,entity_1,-0.2555013360858868,-inf,inf
-user_1,default,entity_17,-0.16174200863555444,-inf,inf
-user_1,default,entity_4,-1.4848280829491707,-inf,inf
-user_1,default,entity_10,-0.8326823292768211,-inf,inf
-user_1,default,entity_2,0.49426024672696456,-inf,inf
-user_1,default,entity_0,0.6036803069789337,-inf,inf
-user_2,default,entity_16,-3.7694455401144307,-inf,inf
-user_2,default,entity_15,1.5752603875913032,-inf,inf
-user_2,default,entity_10,0.07941107779206741,-inf,inf
-user_2,default,entity_12,0.9041761500332182,-inf,inf
-user_2,default,entity_8,-1.564408323987643,-inf,inf
-user_3,default,entity_16,0.8848702064804511,-inf,inf
-user_3,default,entity_1,0.721928454401189,-inf,inf
-user_3,default,entity_8,3.1865116153431385,-inf,inf
-user_3,default,entity_19,0.896800469670535,-inf,inf
-user_3,default,entity_5,0.14088594836853935,-inf,inf
-user_3,default,entity_17,0.26048906547656625,-inf,inf
-user_3,default,entity_10,-0.4840091770783463,-inf,inf
-user_3,default,entity_15,0.754754646787442,-inf,inf
-user_3,default,entity_12,-0.9543131920833122,-inf,inf
-user_4,default,entity_6,1.554108837847817,-inf,inf
-user_4,default,entity_8,-0.7397146975090624,-inf,inf
-user_4,default,entity_10,-0.44760836439284113,-inf,inf
-user_4,default,entity_13,-0.15797040090102982,-inf,inf
-user_4,default,entity_14,-0.1694918826418122,-inf,inf
-user_4,default,entity_12,0.3193691418069102,-inf,inf
-user_4,default,entity_7,2.4780100777980083,-inf,inf
-user_5,default,entity_13,1.9767431810826455,-inf,inf
-user_5,default,entity_10,0.9106709453975366,-inf,inf
-user_5,default,entity_17,0.48987439813337336,-inf,inf
-user_5,default,entity_19,-0.26609671747605584,-inf,inf
-user_5,default,entity_6,0.03006866036419963,-inf,inf
-user_5,default,entity_3,-0.9302017395548483,-inf,inf
-user_5,default,entity_2,-0.660125456168338,-inf,inf
-user_5,default,entity_14,-1.0195035364145597,-inf,inf
-user_5,default,entity_16,-0.43894504116620664,-inf,inf
-user_5,default,entity_11,-1.3360670906318226,-inf,inf
-user_5,default,entity_4,-1.5891343695522127,-inf,inf
-user_6,default,entity_3,0.008851953778765798,-inf,inf
-user_6,default,entity_6,-1.2932689773117343,-inf,inf
-user_6,default,entity_16,-1.605717563095301,-inf,inf
-user_6,default,entity_10,-1.4154975492299986,-inf,inf
-user_6,default,entity_2,0.5260122980987303,-inf,inf
-user_6,default,entity_15,3.1689742207233538,-inf,inf
-user_6,default,entity_1,0.41003837981965713,-inf,inf
-user_6,default,entity_7,0.7301032475617657,-inf,inf
-user_6,default,entity_12,0.8266454538487387,-inf,inf
-user_7,default,entity_16,2.7653811368560923,-inf,inf
-user_7,default,entity_7,-1.2013927946721754,-inf,inf
-user_7,default,entity_17,-0.6744248281864106,-inf,inf
-user_7,default,entity_19,-0.3344084612042393,-inf,inf
-user_7,default,entity_3,-0.8961092170991454,-inf,inf
-user_7,default,entity_0,2.346377920503624,-inf,inf
-user_7,default,entity_1,0.11136832492378801,-inf,inf
-user_7,default,entity_13,-0.817514609211098,-inf,inf
-user_7,default,entity_4,1.334371979361679,-inf,inf
-user_7,default,entity_12,1.6285135790860494,-inf,inf
-user_7,default,entity_15,-1.61045259188269,-inf,inf
-user_7,default,entity_9,0.2401569099541441,-inf,inf
-user_7,default,entity_5,-1.6070608687510943,-inf,inf
-user_7,default,entity_2,0.6603196871596972,-inf,inf
-user_8,default,entity_7,-1.034937095444592,-inf,inf
-user_8,default,entity_5,0.914493718157209,-inf,inf
-user_8,default,entity_17,-1.0343642159726414,-inf,inf
-user_8,default,entity_8,0.19770667806333697,-inf,inf
-user_9,default,entity_2,0.41235424043147484,-inf,inf
-user_9,default,entity_4,-1.1284214239344532,-inf,inf
-user_9,default,entity_17,0.05665468935982443,-inf,inf
-user_9,default,entity_1,0.44314177954193523,-inf,inf
-user_9,default,entity_7,-0.35202605271196113,-inf,inf
-user_9,default,entity_8,-0.841435587305123,-inf,inf
-user_9,default,entity_16,0.43952978285809413,-inf,inf
-user_9,default,entity_9,1.3072295279384403,-inf,inf
diff --git a/solidago/tests/pipeline/temp/1/comparisons.csv b/solidago/tests/pipeline/temp/1/comparisons.csv
deleted file mode 100644
index b1fc0bc4b4..0000000000
--- a/solidago/tests/pipeline/temp/1/comparisons.csv
+++ /dev/null
@@ -1,624 +0,0 @@
-username,criterion,left_name,right_name,comparison,comparison_max
-user_0,default,entity_17,entity_3,-10.0,10.0
-user_0,default,entity_17,entity_7,6.0,10.0
-user_0,default,entity_11,entity_17,-10.0,10.0
-user_0,default,entity_15,entity_3,-10.0,10.0
-user_0,default,entity_15,entity_0,9.0,10.0
-user_0,default,entity_1,entity_4,-6.0,10.0
-user_0,default,entity_1,entity_8,10.0,10.0
-user_0,default,entity_10,entity_15,-9.0,10.0
-user_0,default,entity_10,entity_19,9.0,10.0
-user_0,default,entity_5,entity_6,-10.0,10.0
-user_0,default,entity_7,entity_5,8.0,10.0
-user_0,default,entity_12,entity_0,10.0,10.0
-user_0,default,entity_14,entity_11,-9.0,10.0
-user_0,default,entity_14,entity_15,-10.0,10.0
-user_0,default,entity_14,entity_9,10.0,10.0
-user_0,default,entity_4,entity_14,9.0,10.0
-user_0,default,entity_13,entity_3,-10.0,10.0
-user_0,default,entity_13,entity_4,-10.0,10.0
-user_0,default,entity_13,entity_8,1.0,10.0
-user_0,default,entity_2,entity_12,-10.0,10.0
-user_0,default,entity_2,entity_4,-9.0,10.0
-user_0,default,entity_2,entity_1,-10.0,10.0
-user_0,default,entity_2,entity_18,-1.0,10.0
-user_0,default,entity_2,entity_19,6.0,10.0
-user_0,default,entity_19,entity_11,-10.0,10.0
-user_0,default,entity_8,entity_5,-9.0,10.0
-user_0,default,entity_18,entity_16,10.0,10.0
-user_0,default,entity_9,entity_5,-10.0,10.0
-user_0,default,entity_16,entity_9,-7.0,10.0
-user_1,default,entity_16,entity_19,-9.0,10.0
-user_1,default,entity_7,entity_5,-8.0,10.0
-user_1,default,entity_7,entity_14,5.0,10.0
-user_1,default,entity_7,entity_11,-9.0,10.0
-user_1,default,entity_3,entity_18,10.0,10.0
-user_1,default,entity_3,entity_10,9.0,10.0
-user_1,default,entity_3,entity_12,-9.0,10.0
-user_1,default,entity_14,entity_3,-10.0,10.0
-user_1,default,entity_9,entity_18,-10.0,10.0
-user_1,default,entity_9,entity_14,-10.0,10.0
-user_1,default,entity_9,entity_1,-10.0,10.0
-user_1,default,entity_9,entity_15,-9.0,10.0
-user_1,default,entity_19,entity_1,-4.0,10.0
-user_1,default,entity_19,entity_11,-7.0,10.0
-user_1,default,entity_17,entity_19,-7.0,10.0
-user_1,default,entity_17,entity_7,-7.0,10.0
-user_1,default,entity_17,entity_9,10.0,10.0
-user_1,default,entity_4,entity_5,-10.0,10.0
-user_1,default,entity_4,entity_14,-2.0,10.0
-user_1,default,entity_4,entity_19,-7.0,10.0
-user_1,default,entity_10,entity_5,-10.0,10.0
-user_1,default,entity_10,entity_19,8.0,10.0
-user_1,default,entity_10,entity_11,-10.0,10.0
-user_1,default,entity_6,entity_5,10.0,10.0
-user_1,default,entity_6,entity_9,9.0,10.0
-user_1,default,entity_6,entity_10,10.0,10.0
-user_1,default,entity_5,entity_2,10.0,10.0
-user_1,default,entity_2,entity_16,-9.0,10.0
-user_1,default,entity_2,entity_18,-8.0,10.0
-user_1,default,entity_2,entity_19,-9.0,10.0
-user_1,default,entity_2,entity_7,-10.0,10.0
-user_1,default,entity_2,entity_6,-10.0,10.0
-user_1,default,entity_2,entity_13,-9.0,10.0
-user_1,default,entity_2,entity_0,-10.0,10.0
-user_1,default,entity_13,entity_1,-10.0,10.0
-user_1,default,entity_13,entity_17,8.0,10.0
-user_1,default,entity_13,entity_11,-10.0,10.0
-user_1,default,entity_0,entity_6,-10.0,10.0
-user_1,default,entity_12,entity_5,7.0,10.0
-user_1,default,entity_12,entity_17,9.0,10.0
-user_1,default,entity_12,entity_6,9.0,10.0
-user_1,default,entity_12,entity_0,9.0,10.0
-user_1,default,entity_12,entity_15,9.0,10.0
-user_1,default,entity_18,entity_12,-10.0,10.0
-user_1,default,entity_11,entity_12,-10.0,10.0
-user_1,default,entity_15,entity_1,10.0,10.0
-user_2,default,entity_16,entity_15,10.0,10.0
-user_2,default,entity_18,entity_15,10.0,10.0
-user_2,default,entity_10,entity_15,7.0,10.0
-user_2,default,entity_10,entity_8,-10.0,10.0
-user_2,default,entity_6,entity_16,-10.0,10.0
-user_2,default,entity_6,entity_18,-10.0,10.0
-user_2,default,entity_6,entity_15,-9.0,10.0
-user_2,default,entity_6,entity_10,-10.0,10.0
-user_2,default,entity_13,entity_6,9.0,10.0
-user_2,default,entity_13,entity_12,9.0,10.0
-user_2,default,entity_1,entity_18,-9.0,10.0
-user_2,default,entity_1,entity_15,7.0,10.0
-user_2,default,entity_1,entity_10,9.0,10.0
-user_2,default,entity_1,entity_12,9.0,10.0
-user_2,default,entity_12,entity_16,-10.0,10.0
-user_2,default,entity_12,entity_8,-10.0,10.0
-user_2,default,entity_15,entity_12,9.0,10.0
-user_2,default,entity_15,entity_8,-10.0,10.0
-user_2,default,entity_8,entity_16,10.0,10.0
-user_2,default,entity_8,entity_13,10.0,10.0
-user_2,default,entity_8,entity_6,10.0,10.0
-user_2,default,entity_8,entity_1,8.0,10.0
-user_3,default,entity_16,entity_9,10.0,10.0
-user_3,default,entity_16,entity_5,8.0,10.0
-user_3,default,entity_16,entity_7,10.0,10.0
-user_3,default,entity_16,entity_10,-6.0,10.0
-user_3,default,entity_16,entity_14,8.0,10.0
-user_3,default,entity_16,entity_6,-10.0,10.0
-user_3,default,entity_1,entity_8,-6.0,10.0
-user_3,default,entity_1,entity_11,7.0,10.0
-user_3,default,entity_1,entity_5,5.0,10.0
-user_3,default,entity_1,entity_17,-5.0,10.0
-user_3,default,entity_1,entity_18,-7.0,10.0
-user_3,default,entity_1,entity_7,8.0,10.0
-user_3,default,entity_1,entity_15,-10.0,10.0
-user_3,default,entity_11,entity_16,-10.0,10.0
-user_3,default,entity_11,entity_9,10.0,10.0
-user_3,default,entity_11,entity_8,-7.0,10.0
-user_3,default,entity_11,entity_3,5.0,10.0
-user_3,default,entity_11,entity_17,-7.0,10.0
-user_3,default,entity_11,entity_4,-10.0,10.0
-user_3,default,entity_11,entity_14,0.0,10.0
-user_3,default,entity_11,entity_15,-10.0,10.0
-user_3,default,entity_11,entity_0,-6.0,10.0
-user_3,default,entity_11,entity_13,-10.0,10.0
-user_3,default,entity_3,entity_16,-10.0,10.0
-user_3,default,entity_3,entity_2,-10.0,10.0
-user_3,default,entity_3,entity_18,-7.0,10.0
-user_3,default,entity_19,entity_16,-8.0,10.0
-user_3,default,entity_19,entity_3,7.0,10.0
-user_3,default,entity_19,entity_17,10.0,10.0
-user_3,default,entity_19,entity_4,-8.0,10.0
-user_3,default,entity_19,entity_0,-8.0,10.0
-user_3,default,entity_9,entity_19,-10.0,10.0
-user_3,default,entity_9,entity_17,-10.0,10.0
-user_3,default,entity_9,entity_18,-10.0,10.0
-user_3,default,entity_9,entity_14,-10.0,10.0
-user_3,default,entity_9,entity_0,-10.0,10.0
-user_3,default,entity_9,entity_13,-10.0,10.0
-user_3,default,entity_9,entity_12,-10.0,10.0
-user_3,default,entity_8,entity_19,-5.0,10.0
-user_3,default,entity_8,entity_17,-10.0,10.0
-user_3,default,entity_8,entity_10,-10.0,10.0
-user_3,default,entity_8,entity_13,-5.0,10.0
-user_3,default,entity_8,entity_12,-10.0,10.0
-user_3,default,entity_5,entity_19,-6.0,10.0
-user_3,default,entity_5,entity_2,-2.0,10.0
-user_3,default,entity_5,entity_18,-1.0,10.0
-user_3,default,entity_5,entity_10,-10.0,10.0
-user_3,default,entity_5,entity_12,-10.0,10.0
-user_3,default,entity_4,entity_16,9.0,10.0
-user_3,default,entity_4,entity_1,10.0,10.0
-user_3,default,entity_4,entity_8,6.0,10.0
-user_3,default,entity_4,entity_2,10.0,10.0
-user_3,default,entity_4,entity_15,-10.0,10.0
-user_3,default,entity_4,entity_0,-5.0,10.0
-user_3,default,entity_4,entity_6,-10.0,10.0
-user_3,default,entity_17,entity_4,-10.0,10.0
-user_3,default,entity_17,entity_10,-10.0,10.0
-user_3,default,entity_17,entity_0,-10.0,10.0
-user_3,default,entity_17,entity_13,-10.0,10.0
-user_3,default,entity_2,entity_16,-10.0,10.0
-user_3,default,entity_2,entity_9,9.0,10.0
-user_3,default,entity_2,entity_11,4.0,10.0
-user_3,default,entity_2,entity_19,2.0,10.0
-user_3,default,entity_2,entity_17,8.0,10.0
-user_3,default,entity_2,entity_7,9.0,10.0
-user_3,default,entity_2,entity_14,10.0,10.0
-user_3,default,entity_2,entity_0,-10.0,10.0
-user_3,default,entity_18,entity_11,10.0,10.0
-user_3,default,entity_18,entity_4,-9.0,10.0
-user_3,default,entity_18,entity_2,-1.0,10.0
-user_3,default,entity_18,entity_6,-10.0,10.0
-user_3,default,entity_18,entity_12,-10.0,10.0
-user_3,default,entity_7,entity_3,-2.0,10.0
-user_3,default,entity_7,entity_19,-9.0,10.0
-user_3,default,entity_7,entity_18,-9.0,10.0
-user_3,default,entity_7,entity_15,-10.0,10.0
-user_3,default,entity_7,entity_0,-10.0,10.0
-user_3,default,entity_7,entity_13,-9.0,10.0
-user_3,default,entity_10,entity_9,10.0,10.0
-user_3,default,entity_10,entity_3,10.0,10.0
-user_3,default,entity_10,entity_19,9.0,10.0
-user_3,default,entity_10,entity_4,8.0,10.0
-user_3,default,entity_10,entity_18,9.0,10.0
-user_3,default,entity_10,entity_14,9.0,10.0
-user_3,default,entity_14,entity_1,-7.0,10.0
-user_3,default,entity_14,entity_3,2.0,10.0
-user_3,default,entity_14,entity_17,-5.0,10.0
-user_3,default,entity_14,entity_4,-9.0,10.0
-user_3,default,entity_14,entity_7,3.0,10.0
-user_3,default,entity_15,entity_8,10.0,10.0
-user_3,default,entity_15,entity_3,10.0,10.0
-user_3,default,entity_15,entity_19,10.0,10.0
-user_3,default,entity_15,entity_5,10.0,10.0
-user_3,default,entity_15,entity_0,7.0,10.0
-user_3,default,entity_15,entity_13,5.0,10.0
-user_3,default,entity_15,entity_6,-10.0,10.0
-user_3,default,entity_0,entity_10,3.0,10.0
-user_3,default,entity_0,entity_6,-10.0,10.0
-user_3,default,entity_13,entity_16,9.0,10.0
-user_3,default,entity_13,entity_19,10.0,10.0
-user_3,default,entity_13,entity_4,10.0,10.0
-user_3,default,entity_13,entity_18,10.0,10.0
-user_3,default,entity_13,entity_0,8.0,10.0
-user_3,default,entity_6,entity_8,10.0,10.0
-user_3,default,entity_6,entity_3,10.0,10.0
-user_3,default,entity_6,entity_2,10.0,10.0
-user_3,default,entity_6,entity_7,10.0,10.0
-user_3,default,entity_6,entity_14,10.0,10.0
-user_3,default,entity_12,entity_11,10.0,10.0
-user_3,default,entity_12,entity_3,10.0,10.0
-user_3,default,entity_12,entity_4,10.0,10.0
-user_3,default,entity_12,entity_10,10.0,10.0
-user_3,default,entity_12,entity_15,6.0,10.0
-user_3,default,entity_12,entity_13,10.0,10.0
-user_3,default,entity_12,entity_6,-5.0,10.0
-user_4,default,entity_16,entity_6,10.0,10.0
-user_4,default,entity_16,entity_8,10.0,10.0
-user_4,default,entity_16,entity_0,-5.0,10.0
-user_4,default,entity_16,entity_19,9.0,10.0
-user_4,default,entity_16,entity_14,10.0,10.0
-user_4,default,entity_8,entity_6,-8.0,10.0
-user_4,default,entity_8,entity_5,-9.0,10.0
-user_4,default,entity_8,entity_7,9.0,10.0
-user_4,default,entity_0,entity_6,10.0,10.0
-user_4,default,entity_10,entity_8,10.0,10.0
-user_4,default,entity_10,entity_13,-4.0,10.0
-user_4,default,entity_13,entity_19,-7.0,10.0
-user_4,default,entity_13,entity_18,10.0,10.0
-user_4,default,entity_5,entity_4,2.0,10.0
-user_4,default,entity_5,entity_13,5.0,10.0
-user_4,default,entity_6,entity_5,-10.0,10.0
-user_4,default,entity_6,entity_14,-2.0,10.0
-user_4,default,entity_14,entity_8,10.0,10.0
-user_4,default,entity_14,entity_10,5.0,10.0
-user_4,default,entity_14,entity_18,8.0,10.0
-user_4,default,entity_14,entity_7,10.0,10.0
-user_4,default,entity_19,entity_18,9.0,10.0
-user_4,default,entity_12,entity_6,10.0,10.0
-user_4,default,entity_12,entity_0,-10.0,10.0
-user_4,default,entity_7,entity_18,-10.0,10.0
-user_5,default,entity_7,entity_12,-8.0,10.0
-user_5,default,entity_7,entity_19,-10.0,10.0
-user_5,default,entity_7,entity_1,-10.0,10.0
-user_5,default,entity_17,entity_10,7.0,10.0
-user_5,default,entity_17,entity_18,-8.0,10.0
-user_5,default,entity_17,entity_14,-9.0,10.0
-user_5,default,entity_17,entity_16,-10.0,10.0
-user_5,default,entity_17,entity_8,-10.0,10.0
-user_5,default,entity_12,entity_19,-10.0,10.0
-user_5,default,entity_12,entity_2,-10.0,10.0
-user_5,default,entity_19,entity_17,9.0,10.0
-user_5,default,entity_19,entity_3,-10.0,10.0
-user_5,default,entity_9,entity_10,10.0,10.0
-user_5,default,entity_9,entity_19,-10.0,10.0
-user_5,default,entity_9,entity_8,-10.0,10.0
-user_5,default,entity_6,entity_9,9.0,10.0
-user_5,default,entity_18,entity_10,9.0,10.0
-user_5,default,entity_18,entity_0,-8.0,10.0
-user_5,default,entity_18,entity_16,-9.0,10.0
-user_5,default,entity_18,entity_1,-10.0,10.0
-user_5,default,entity_18,entity_4,-9.0,10.0
-user_5,default,entity_3,entity_7,10.0,10.0
-user_5,default,entity_3,entity_9,9.0,10.0
-user_5,default,entity_2,entity_7,9.0,10.0
-user_5,default,entity_2,entity_3,3.0,10.0
-user_5,default,entity_2,entity_1,-10.0,10.0
-user_5,default,entity_13,entity_2,-10.0,10.0
-user_5,default,entity_13,entity_14,-10.0,10.0
-user_5,default,entity_13,entity_5,-10.0,10.0
-user_5,default,entity_0,entity_12,10.0,10.0
-user_5,default,entity_0,entity_10,9.0,10.0
-user_5,default,entity_0,entity_9,10.0,10.0
-user_5,default,entity_0,entity_1,-9.0,10.0
-user_5,default,entity_14,entity_12,10.0,10.0
-user_5,default,entity_14,entity_10,10.0,10.0
-user_5,default,entity_14,entity_19,10.0,10.0
-user_5,default,entity_14,entity_2,8.0,10.0
-user_5,default,entity_14,entity_5,10.0,10.0
-user_5,default,entity_16,entity_12,10.0,10.0
-user_5,default,entity_16,entity_6,9.0,10.0
-user_5,default,entity_16,entity_2,-2.0,10.0
-user_5,default,entity_16,entity_4,-9.0,10.0
-user_5,default,entity_1,entity_17,10.0,10.0
-user_5,default,entity_5,entity_10,10.0,10.0
-user_5,default,entity_5,entity_0,5.0,10.0
-user_5,default,entity_5,entity_8,-10.0,10.0
-user_5,default,entity_11,entity_7,10.0,10.0
-user_5,default,entity_11,entity_12,10.0,10.0
-user_5,default,entity_11,entity_17,10.0,10.0
-user_5,default,entity_11,entity_9,10.0,10.0
-user_5,default,entity_11,entity_3,5.0,10.0
-user_5,default,entity_11,entity_2,9.0,10.0
-user_5,default,entity_4,entity_17,10.0,10.0
-user_5,default,entity_4,entity_6,10.0,10.0
-user_5,default,entity_4,entity_0,10.0,10.0
-user_5,default,entity_8,entity_12,10.0,10.0
-user_5,default,entity_8,entity_6,10.0,10.0
-user_5,default,entity_8,entity_4,10.0,10.0
-user_5,default,entity_8,entity_15,-7.0,10.0
-user_5,default,entity_15,entity_17,10.0,10.0
-user_5,default,entity_15,entity_6,10.0,10.0
-user_6,default,entity_16,entity_19,-1.0,10.0
-user_6,default,entity_16,entity_1,10.0,10.0
-user_6,default,entity_16,entity_14,10.0,10.0
-user_6,default,entity_6,entity_16,-10.0,10.0
-user_6,default,entity_6,entity_1,-10.0,10.0
-user_6,default,entity_10,entity_3,9.0,10.0
-user_6,default,entity_10,entity_16,0.0,10.0
-user_6,default,entity_10,entity_2,4.0,10.0
-user_6,default,entity_3,entity_8,10.0,10.0
-user_6,default,entity_3,entity_18,-8.0,10.0
-user_6,default,entity_3,entity_11,-7.0,10.0
-user_6,default,entity_3,entity_17,-10.0,10.0
-user_6,default,entity_3,entity_14,-10.0,10.0
-user_6,default,entity_3,entity_7,-10.0,10.0
-user_6,default,entity_3,entity_12,9.0,10.0
-user_6,default,entity_8,entity_6,8.0,10.0
-user_6,default,entity_8,entity_15,10.0,10.0
-user_6,default,entity_8,entity_4,1.0,10.0
-user_6,default,entity_8,entity_12,-4.0,10.0
-user_6,default,entity_19,entity_0,8.0,10.0
-user_6,default,entity_19,entity_14,7.0,10.0
-user_6,default,entity_19,entity_13,-5.0,10.0
-user_6,default,entity_0,entity_8,10.0,10.0
-user_6,default,entity_0,entity_11,9.0,10.0
-user_6,default,entity_2,entity_19,-10.0,10.0
-user_6,default,entity_15,entity_3,-10.0,10.0
-user_6,default,entity_15,entity_16,-10.0,10.0
-user_6,default,entity_15,entity_10,-10.0,10.0
-user_6,default,entity_15,entity_1,-10.0,10.0
-user_6,default,entity_1,entity_10,-9.0,10.0
-user_6,default,entity_1,entity_8,9.0,10.0
-user_6,default,entity_1,entity_18,-10.0,10.0
-user_6,default,entity_1,entity_11,3.0,10.0
-user_6,default,entity_1,entity_9,-10.0,10.0
-user_6,default,entity_18,entity_16,-6.0,10.0
-user_6,default,entity_18,entity_10,2.0,10.0
-user_6,default,entity_18,entity_8,10.0,10.0
-user_6,default,entity_18,entity_0,10.0,10.0
-user_6,default,entity_18,entity_5,-7.0,10.0
-user_6,default,entity_11,entity_8,9.0,10.0
-user_6,default,entity_11,entity_7,-8.0,10.0
-user_6,default,entity_4,entity_3,-9.0,10.0
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-user_8,default,entity_18,entity_1,1.0,10.0
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-user_8,default,entity_0,entity_13,-10.0,10.0
-user_8,default,entity_0,entity_18,-10.0,10.0
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-user_8,default,entity_0,entity_1,-10.0,10.0
-user_8,default,entity_0,entity_9,-10.0,10.0
-user_8,default,entity_0,entity_3,-10.0,10.0
-user_8,default,entity_6,entity_2,10.0,10.0
-user_8,default,entity_6,entity_11,10.0,10.0
-user_8,default,entity_6,entity_19,7.0,10.0
-user_8,default,entity_6,entity_12,-10.0,10.0
-user_8,default,entity_6,entity_5,10.0,10.0
-user_8,default,entity_6,entity_9,-10.0,10.0
-user_8,default,entity_6,entity_3,6.0,10.0
-user_8,default,entity_6,entity_17,-7.0,10.0
-user_8,default,entity_6,entity_8,7.0,10.0
-user_8,default,entity_10,entity_13,-10.0,10.0
-user_8,default,entity_10,entity_18,7.0,10.0
-user_8,default,entity_10,entity_4,7.0,10.0
-user_8,default,entity_10,entity_7,-8.0,10.0
-user_8,default,entity_10,entity_6,-5.0,10.0
-user_8,default,entity_10,entity_15,10.0,10.0
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-user_8,default,entity_10,entity_9,-9.0,10.0
-user_8,default,entity_10,entity_17,-8.0,10.0
-user_8,default,entity_15,entity_14,-10.0,10.0
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-user_8,default,entity_15,entity_4,-10.0,10.0
-user_8,default,entity_15,entity_0,-9.0,10.0
-user_8,default,entity_15,entity_6,-9.0,10.0
-user_8,default,entity_15,entity_17,-10.0,10.0
-user_8,default,entity_1,entity_14,10.0,10.0
-user_8,default,entity_1,entity_16,9.0,10.0
-user_8,default,entity_1,entity_4,-7.0,10.0
-user_8,default,entity_1,entity_7,-10.0,10.0
-user_8,default,entity_1,entity_6,-10.0,10.0
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-user_8,default,entity_1,entity_15,10.0,10.0
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-user_8,default,entity_1,entity_8,7.0,10.0
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-user_8,default,entity_5,entity_0,-5.0,10.0
-user_8,default,entity_5,entity_15,10.0,10.0
-user_8,default,entity_5,entity_1,-10.0,10.0
-user_8,default,entity_5,entity_3,-10.0,10.0
-user_8,default,entity_9,entity_2,9.0,10.0
-user_8,default,entity_9,entity_14,10.0,10.0
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-user_8,default,entity_9,entity_13,10.0,10.0
-user_8,default,entity_9,entity_11,7.0,10.0
-user_8,default,entity_9,entity_19,8.0,10.0
-user_8,default,entity_9,entity_4,9.0,10.0
-user_8,default,entity_9,entity_7,-8.0,10.0
-user_8,default,entity_9,entity_15,10.0,10.0
-user_8,default,entity_9,entity_1,10.0,10.0
-user_8,default,entity_9,entity_5,10.0,10.0
-user_8,default,entity_9,entity_17,-1.0,10.0
-user_8,default,entity_3,entity_2,5.0,10.0
-user_8,default,entity_3,entity_16,8.0,10.0
-user_8,default,entity_3,entity_11,10.0,10.0
-user_8,default,entity_3,entity_18,7.0,10.0
-user_8,default,entity_3,entity_12,0.0,10.0
-user_8,default,entity_3,entity_4,9.0,10.0
-user_8,default,entity_3,entity_10,10.0,10.0
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-user_8,default,entity_3,entity_9,-9.0,10.0
-user_8,default,entity_3,entity_8,10.0,10.0
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-user_8,default,entity_17,entity_19,10.0,10.0
-user_8,default,entity_17,entity_12,9.0,10.0
-user_8,default,entity_17,entity_4,10.0,10.0
-user_8,default,entity_17,entity_7,-1.0,10.0
-user_8,default,entity_17,entity_0,9.0,10.0
-user_8,default,entity_17,entity_1,10.0,10.0
-user_8,default,entity_17,entity_5,10.0,10.0
-user_8,default,entity_17,entity_3,10.0,10.0
-user_8,default,entity_17,entity_8,10.0,10.0
-user_8,default,entity_8,entity_14,7.0,10.0
-user_8,default,entity_8,entity_19,-7.0,10.0
-user_8,default,entity_8,entity_12,-9.0,10.0
-user_8,default,entity_8,entity_0,-2.0,10.0
-user_8,default,entity_8,entity_10,-10.0,10.0
-user_8,default,entity_8,entity_15,10.0,10.0
-user_8,default,entity_8,entity_5,9.0,10.0
-user_8,default,entity_8,entity_9,-10.0,10.0
-user_9,default,entity_2,entity_4,-4.0,10.0
-user_9,default,entity_2,entity_0,9.0,10.0
-user_9,default,entity_2,entity_5,10.0,10.0
-user_9,default,entity_17,entity_4,-10.0,10.0
-user_9,default,entity_17,entity_1,9.0,10.0
-user_9,default,entity_17,entity_16,10.0,10.0
-user_9,default,entity_13,entity_6,-10.0,10.0
-user_9,default,entity_13,entity_15,3.0,10.0
-user_9,default,entity_7,entity_1,-8.0,10.0
-user_9,default,entity_7,entity_18,-9.0,10.0
-user_9,default,entity_4,entity_3,8.0,10.0
-user_9,default,entity_12,entity_8,-5.0,10.0
-user_9,default,entity_16,entity_8,-6.0,10.0
-user_9,default,entity_16,entity_5,10.0,10.0
-user_9,default,entity_10,entity_6,-5.0,10.0
-user_9,default,entity_10,entity_7,10.0,10.0
-user_9,default,entity_15,entity_8,-10.0,10.0
-user_9,default,entity_15,entity_5,9.0,10.0
-user_9,default,entity_19,entity_10,-9.0,10.0
-user_9,default,entity_19,entity_5,9.0,10.0
-user_9,default,entity_1,entity_11,6.0,10.0
-user_9,default,entity_3,entity_11,10.0,10.0
-user_9,default,entity_11,entity_16,-1.0,10.0
-user_9,default,entity_11,entity_15,-10.0,10.0
-user_9,default,entity_11,entity_18,-7.0,10.0
-user_9,default,entity_14,entity_9,-10.0,10.0
-user_9,default,entity_5,entity_4,-10.0,10.0
-user_9,default,entity_9,entity_5,10.0,10.0
diff --git a/solidago/tests/pipeline/temp/1/criteria.csv b/solidago/tests/pipeline/temp/1/criteria.csv
deleted file mode 100644
index bee5398e56..0000000000
--- a/solidago/tests/pipeline/temp/1/criteria.csv
+++ /dev/null
@@ -1 +0,0 @@
-criterion_name
diff --git a/solidago/tests/pipeline/temp/1/directs.csv b/solidago/tests/pipeline/temp/1/directs.csv
deleted file mode 100644
index 8b13789179..0000000000
--- a/solidago/tests/pipeline/temp/1/directs.csv
+++ /dev/null
@@ -1 +0,0 @@
-
diff --git a/solidago/tests/pipeline/temp/1/entities.csv b/solidago/tests/pipeline/temp/1/entities.csv
deleted file mode 100644
index c5d992f352..0000000000
--- a/solidago/tests/pipeline/temp/1/entities.csv
+++ /dev/null
@@ -1,21 +0,0 @@
-entity_name,vector_index
-entity_0,0
-entity_1,1
-entity_2,2
-entity_3,3
-entity_4,4
-entity_5,5
-entity_6,6
-entity_7,7
-entity_8,8
-entity_9,9
-entity_10,10
-entity_11,11
-entity_12,12
-entity_13,13
-entity_14,14
-entity_15,15
-entity_16,16
-entity_17,17
-entity_18,18
-entity_19,19
diff --git a/solidago/tests/pipeline/temp/1/entity_vectors.csv b/solidago/tests/pipeline/temp/1/entity_vectors.csv
deleted file mode 100644
index 9a61278b77..0000000000
--- a/solidago/tests/pipeline/temp/1/entity_vectors.csv
+++ /dev/null
@@ -1,20 +0,0 @@
-1.331457112587591807e+00,-2.873078634760188876e-01,6.800698398781045428e-01,-3.198015988986712133e-01,-1.272558755245994266e+00
-3.135477204634321557e-01,5.031848134353260615e-01,1.293225882532261783e+00,-1.104470264173163102e-01,-6.173620637123609090e-01
-5.627610966190262909e-01,2.407370922377322364e-01,2.806650771226390506e-01,-7.311270374727776855e-02,1.160338569993769609e+00
-3.694927163757237287e-01,1.904658708340981166e+00,1.111056698560504596e+00,6.590497961002101945e-01,-1.627438340616257362e+00
-6.023192802956289782e-01,4.202822036470595379e-01,8.109516728035557342e-01,1.044442094707258795e+00,-4.008781917889266411e-01
-8.240056184504076509e-01,-5.623054310190898075e-01,1.954878075009034433e+00,-1.331951666517248167e+00,-1.760688560398783409e+00
--1.650721265824100170e+00,-8.905555841630484748e-01,-1.119115398559727970e+00,1.956078903703641902e+00,-3.264994980781842360e-01
--1.342675789377435924e+00,1.114382976779791923e+00,-5.865239388215924832e-01,-1.236853376541397376e+00,8.758389276492994924e-01
-6.233621765780327229e-01,-4.349566829552277136e-01,1.407540000241228606e+00,1.291015797107254448e-01,1.616949598857300163e+00
-5.027408819999042988e-01,1.558805540619859320e+00,1.094026964254281725e-01,-1.219744396979032697e+00,2.449368649061397285e+00
--5.457741679825677261e-01,-1.988378628888967381e-01,-7.003985049212546610e-01,-2.033944489645584386e-01,2.426694410817945846e-01
-2.018301788740040348e-01,6.610202875986929127e-01,1.792158208975566991e+00,-1.204645717885074463e-01,-1.233120735446426641e+00
--1.182318126509633638e+00,-6.657545181991265659e-01,-1.674195807618932053e+00,8.250298244389858704e-01,-4.982135636310781046e-01
--3.109849783028508785e-01,-1.891482838003701473e-03,-1.396620424595431897e+00,-8.613163607760420115e-01,6.747115256879723244e-01
-6.185391307862931898e-01,-4.431719307006377617e-01,1.810534914125456307e+00,-1.305726922557737479e+00,-3.449872101549794623e-01
--2.308397431354694551e-01,-2.793085000146540153e+00,1.937528813616079759e+00,3.663320145400582595e-01,-1.044589381907791603e+00
-2.051173442857444407e+00,5.856620001723824576e-01,4.295261400219644865e-01,-6.069983982000460854e-01,1.062227240352178054e-01
--1.525680316229357736e+00,7.950260944248447315e-01,-3.744383188432206522e-01,1.340481965546231335e-01,1.202054862199705809e+00
-2.847481108490579338e-01,2.624674454632686116e-01,2.764993048221836558e-01,-7.332716038953128734e-01,8.360047194342687948e-01
-1.543359110804483736e+00,7.588056600979309341e-01,8.849088144648833421e-01,-8.772815189181882856e-01,-8.677872228729256454e-01
diff --git a/solidago/tests/pipeline/temp/1/made_public.csv b/solidago/tests/pipeline/temp/1/made_public.csv
deleted file mode 100644
index 11c293a089..0000000000
--- a/solidago/tests/pipeline/temp/1/made_public.csv
+++ /dev/null
@@ -1,144 +0,0 @@
-username,entity_name,public
-user_0,entity_3,True
-user_0,entity_12,True
-user_0,entity_17,True
-user_0,entity_11,True
-user_0,entity_4,True
-user_0,entity_7,True
-user_0,entity_1,True
-user_0,entity_5,True
-user_0,entity_0,True
-user_0,entity_18,True
-user_0,entity_14,True
-user_0,entity_2,True
-user_0,entity_19,True
-user_0,entity_8,True
-user_0,entity_16,True
-user_0,entity_9,True
-user_1,entity_5,True
-user_1,entity_16,True
-user_1,entity_8,True
-user_1,entity_14,True
-user_1,entity_19,True
-user_1,entity_7,True
-user_1,entity_3,True
-user_1,entity_9,True
-user_1,entity_1,True
-user_1,entity_17,True
-user_1,entity_4,True
-user_1,entity_6,True
-user_1,entity_2,True
-user_1,entity_13,True
-user_1,entity_12,True
-user_2,entity_16,True
-user_2,entity_18,True
-user_2,entity_13,True
-user_2,entity_15,True
-user_2,entity_10,True
-user_2,entity_6,True
-user_2,entity_1,True
-user_2,entity_8,True
-user_3,entity_16,True
-user_3,entity_9,True
-user_3,entity_1,True
-user_3,entity_8,True
-user_3,entity_11,True
-user_3,entity_3,True
-user_3,entity_5,True
-user_3,entity_4,True
-user_3,entity_18,True
-user_3,entity_7,True
-user_3,entity_10,True
-user_3,entity_0,True
-user_3,entity_6,True
-user_3,entity_12,True
-user_4,entity_4,True
-user_4,entity_6,True
-user_4,entity_8,True
-user_4,entity_0,True
-user_4,entity_10,True
-user_4,entity_19,True
-user_4,entity_18,True
-user_4,entity_12,True
-user_4,entity_7,True
-user_5,entity_13,True
-user_5,entity_12,True
-user_5,entity_10,True
-user_5,entity_19,True
-user_5,entity_6,True
-user_5,entity_18,True
-user_5,entity_3,True
-user_5,entity_0,True
-user_5,entity_14,True
-user_5,entity_16,True
-user_5,entity_5,True
-user_5,entity_11,True
-user_5,entity_4,True
-user_5,entity_8,True
-user_5,entity_15,True
-user_6,entity_3,True
-user_6,entity_6,True
-user_6,entity_10,True
-user_6,entity_0,True
-user_6,entity_15,True
-user_6,entity_1,True
-user_6,entity_18,True
-user_6,entity_11,True
-user_6,entity_4,True
-user_6,entity_5,True
-user_6,entity_17,True
-user_6,entity_14,True
-user_6,entity_7,True
-user_6,entity_12,True
-user_6,entity_9,True
-user_6,entity_13,True
-user_7,entity_18,True
-user_7,entity_16,True
-user_7,entity_7,True
-user_7,entity_6,True
-user_7,entity_17,True
-user_7,entity_19,True
-user_7,entity_11,True
-user_7,entity_0,True
-user_7,entity_13,True
-user_7,entity_4,True
-user_7,entity_12,True
-user_7,entity_15,True
-user_7,entity_9,True
-user_7,entity_5,True
-user_7,entity_14,True
-user_7,entity_2,True
-user_8,entity_14,True
-user_8,entity_16,True
-user_8,entity_13,True
-user_8,entity_11,True
-user_8,entity_18,True
-user_8,entity_19,True
-user_8,entity_12,True
-user_8,entity_4,True
-user_8,entity_7,True
-user_8,entity_0,True
-user_8,entity_6,True
-user_8,entity_10,True
-user_8,entity_15,True
-user_8,entity_1,True
-user_8,entity_5,True
-user_8,entity_9,True
-user_8,entity_17,True
-user_9,entity_2,True
-user_9,entity_4,True
-user_9,entity_6,True
-user_9,entity_12,True
-user_9,entity_17,True
-user_9,entity_13,True
-user_9,entity_1,True
-user_9,entity_7,True
-user_9,entity_3,True
-user_9,entity_8,True
-user_9,entity_16,True
-user_9,entity_10,True
-user_9,entity_15,True
-user_9,entity_19,True
-user_9,entity_11,True
-user_9,entity_14,True
-user_9,entity_5,True
diff --git a/solidago/tests/pipeline/temp/1/state.json b/solidago/tests/pipeline/temp/1/state.json
deleted file mode 100644
index fc0ddc8104..0000000000
--- a/solidago/tests/pipeline/temp/1/state.json
+++ /dev/null
@@ -1,93 +0,0 @@
-{
-    "users": [
-        "VectorUsers",
-        [
-            "tests/pipeline/saved_1/users.csv",
-            "tests/pipeline/saved_1/user_vectors.csv"
-        ]
-    ],
-    "entities": [
-        "VectorEntities",
-        [
-            "tests/pipeline/saved_1/entities.csv",
-            "tests/pipeline/saved_1/entity_vectors.csv"
-        ]
-    ],
-    "vouches": [
-        "Vouches",
-        "tests/pipeline/saved_1/vouches.csv"
-    ],
-    "made_public": [
-        "MadePublic",
-        "tests/pipeline/saved_1/made_public.csv"
-    ],
-    "assessments": [
-        "Assessments",
-        "tests/pipeline/saved_1/assessments.csv"
-    ],
-    "comparisons": [
-        "Comparisons",
-        "tests/pipeline/saved_1/comparisons.csv"
-    ],
-    "voting_rights": [
-        "VotingRights",
-        "tests/pipeline/saved_1/voting_rights.csv"
-    ],
-    "user_models": [
-        "UserModels",
-        {
-            "users": {
-                "user_0": [
-                    "DirectScoring",
-                    {}
-                ],
-                "user_1": [
-                    "DirectScoring",
-                    {}
-                ],
-                "user_2": [
-                    "DirectScoring",
-                    {}
-                ],
-                "user_3": [
-                    "DirectScoring",
-                    {}
-                ],
-                "user_4": [
-                    "DirectScoring",
-                    {}
-                ],
-                "user_5": [
-                    "DirectScoring",
-                    {}
-                ],
-                "user_6": [
-                    "DirectScoring",
-                    {}
-                ],
-                "user_7": [
-                    "DirectScoring",
-                    {}
-                ],
-                "user_8": [
-                    "DirectScoring",
-                    {}
-                ],
-                "user_9": [
-                    "DirectScoring",
-                    {}
-                ]
-            },
-            "dataframes": {
-                "directs": "tests/pipeline/saved_1/user_directs.csv"
-            },
-            "default_model_cls": "DirectScoring"
-        }
-    ],
-    "global_model": [
-        "DirectScoring",
-        {
-            "directs": "tests/pipeline/saved_1/directs.csv"
-        }
-    ]
-}
\ No newline at end of file
diff --git a/solidago/tests/pipeline/temp/1/user_directs.csv b/solidago/tests/pipeline/temp/1/user_directs.csv
deleted file mode 100644
index 81563cc308..0000000000
--- a/solidago/tests/pipeline/temp/1/user_directs.csv
+++ /dev/null
@@ -1,182 +0,0 @@
-entity_name,criterion,score,left_unc,right_unc,username,depth
-entity_3,default,-13.79814037111467,1000.0,2.960205078125,user_0,0
-entity_18,default,2.8184164839781563,2.838134765625,2.655029296875,user_0,0
-entity_17,default,-5.4699893341038015,4.913330078125,2.227783203125,user_0,0
-entity_15,default,-4.8802973934666944,7.171630859375,3.509521484375,user_0,0
-entity_0,default,4.347583578890736,5.706787109375,41.839599609375,user_0,0
-entity_19,default,6.596766453911216,2.410888671875,7.537841796875,user_0,0
-entity_11,default,-1.1443182801851153,3.753662109375,3.448486328125,user_0,0
-entity_12,default,-8.096577300108391,1000.0,4.791259765625,user_0,0
-entity_8,default,6.779798709226148,1.983642578125,3.387451171875,user_0,0
-entity_10,default,0.642377822016236,4.547119140625,4.974365234375,user_0,0
-entity_2,default,3.685142145136183,1.983642578125,2.410888671875,user_0,0
-entity_14,default,3.294602965868797,3.265380859375,4.730224609375,user_0,0
-entity_13,default,6.450758737603862,2.288818359375,3.082275390625,user_0,0
-entity_5,default,0.7021867763030458,3.204345703125,4.058837890625,user_0,0
-entity_6,default,-6.657686036834046,1000.0,4.669189453125,user_0,0
-entity_9,default,8.98981470650807,2.593994140625,3.387451171875,user_0,0
-entity_16,default,11.301444601981128,2.105712890625,12.542724609375,user_0,0
-entity_1,default,-5.307008791559092,3.021240234375,3.082275390625,user_0,0
-entity_4,default,-7.179473436072571,6.256103515625,2.166748046875,user_0,0
-entity_7,default,-3.0757412288705015,2.960205078125,2.838134765625,user_0,0
-entity_3,default,-7.450680060691401,6.011962890625,3.631591796875,user_1,0
-entity_18,default,4.564148196177682,5.340576171875,6.317138671875,user_1,0
-entity_17,default,4.579690643144109,1.861572265625,3.387451171875,user_1,0
-entity_15,default,-5.881725552709584,7.049560546875,3.570556640625,user_1,0
-entity_0,default,-0.3297481936890017,7.598876953125,8.819580078125,user_1,0
-entity_19,default,1.015479482194388,1.556396484375,1.678466796875,user_1,0
-entity_11,default,-5.370546895509182,5.889892578125,2.899169921875,user_1,0
-entity_12,default,-13.51654799250369,8.331298828125,1.922607421875,user_1,0
-entity_10,default,-0.043505702241613195,2.532958984375,2.288818359375,user_1,0
-entity_2,default,12.013618302366416,2.655029296875,16.571044921875,user_1,0
-entity_14,default,2.6844242923972934,1.983642578125,2.227783203125,user_1,0
-entity_13,default,2.8769268694620282,2.471923828125,2.532958984375,user_1,0
-entity_5,default,-6.642270773346336,3.753662109375,2.960205078125,user_1,0
-entity_6,default,-10.486969791613431,3.753662109375,2.288818359375,user_1,0
-entity_9,default,13.560580076929728,2.838134765625,53.497314453125,user_1,0
-entity_16,default,5.055657047724295,3.204345703125,6.134033203125,user_1,0
-entity_4,default,3.6233602313276596,1.861572265625,2.960205078125,user_1,0
-entity_1,default,-0.873435609003953,3.021240234375,2.227783203125,user_1,0
-entity_7,default,0.6223198885986497,2.960205078125,2.288818359375,user_1,0
-entity_18,default,-8.770441343526494,66.619873046875,3.692626953125,user_2,0
-entity_15,default,4.150462809711094,2.349853515625,3.692626953125,user_2,0
-entity_6,default,12.39087641220898,3.021240234375,50.689697265625,user_2,0
-entity_16,default,-5.295903375394536,7.843017578125,4.974365234375,user_2,0
-entity_1,default,-2.2913721191034235,4.547119140625,3.082275390625,user_2,0
-entity_12,default,9.754833582696941,3.021240234375,21.575927734375,user_2,0
-entity_8,default,-13.576612007339332,60.699462890625,2.899169921875,user_2,0
-entity_10,default,1.6739332441451527,2.960205078125,2.838134765625,user_2,0
-entity_13,default,1.9640850644120813,7.781982421875,6.439208984375,user_2,0
-entity_3,default,8.472376358230447,1.251220703125,1.800537109375,user_3,0
-entity_15,default,-12.769589551097004,4.852294921875,1.983642578125,user_3,0
-entity_0,default,-6.043274399602641,2.044677734375,1.556396484375,user_3,0
-entity_19,default,2.2770324210639794,1.495361328125,1.373291015625,user_3,0
-entity_11,default,7.0372931433152255,1.190185546875,1.556396484375,user_3,0
-entity_8,default,4.235020419758506,1.373291015625,1.556396484375,user_3,0
-entity_9,default,21.320875038323795,2.105712890625,311.370849609375,user_3,0
-entity_18,default,3.1688962611415725,1.495361328125,1.495361328125,user_3,0
-entity_17,default,4.210593147761392,1.190185546875,1.312255859375,user_3,0
-entity_12,default,-18.45037018435541,4.180908203125,1.861572265625,user_3,0
-entity_10,default,-5.994425997831605,2.227783203125,1.556396484375,user_3,0
-entity_2,default,2.7950587940628697,1.251220703125,1.251220703125,user_3,0
-entity_14,default,7.407456699757009,1.251220703125,1.495361328125,user_3,0
-entity_13,default,-9.662578231263415,3.265380859375,2.044677734375,user_3,0
-entity_5,default,4.6631904340879196,1.312255859375,1.739501953125,user_3,0
-entity_6,default,-20.873395035117255,20.843505859375,1.617431640625,user_3,0
-entity_16,default,-2.1313876447205913,2.044677734375,2.105712890625,user_3,0
-entity_1,default,4.970880475092666,1.068115234375,1.251220703125,user_3,0
-entity_4,default,-3.7861769771013942,1.739501953125,1.617431640625,user_3,0
-entity_7,default,9.15005028607105,1.434326171875,2.471923828125,user_3,0
-entity_18,default,5.110916006052622,2.960205078125,6.378173828125,user_4,0
-entity_0,default,-11.628758713953129,7.476806640625,1.922607421875,user_4,0
-entity_19,default,-3.1513193805852846,4.669189453125,2.593994140625,user_4,0
-entity_12,default,-2.711886671678443,7.537841796875,4.608154296875,user_4,0
-entity_8,default,8.806014219281947,2.777099609375,5.035400390625,user_4,0
-entity_10,default,1.2934980292203349,1.800537109375,2.349853515625,user_4,0
-entity_14,default,0.6388906987687129,2.227783203125,1.861572265625,user_4,0
-entity_13,default,-0.655243207627889,1.922607421875,1.983642578125,user_4,0
-entity_5,default,-2.7609414075684544,2.532958984375,1.739501953125,user_4,0
-entity_6,default,3.2581017999674438,2.349853515625,3.692626953125,user_4,0
-entity_16,default,-10.111382083425495,3.204345703125,2.288818359375,user_4,0
-entity_4,default,-2.0111318809814125,2.655029296875,2.899169921875,user_4,0
-entity_7,default,13.922626449713633,2.593994140625,81.085205078125,user_4,0
-entity_3,default,-4.68820610052053,2.349853515625,1.983642578125,user_5,0
-entity_18,default,4.696283079805315,3.143310546875,4.852294921875,user_5,0
-entity_17,default,10.702134945381937,2.593994140625,4.119873046875,user_5,0
-entity_15,default,-14.716572076277075,13.702392578125,1.861572265625,user_5,0
-entity_0,default,0.03261339548304482,2.288818359375,2.716064453125,user_5,0
-entity_19,default,0.5727003263815257,4.119873046875,5.096435546875,user_5,0
-entity_11,default,-8.160835041918492,7.720947265625,2.227783203125,user_5,0
-entity_12,default,12.461620556040659,2.532958984375,4.058837890625,user_5,0
-entity_8,default,-12.967467594327491,3.448486328125,2.044677734375,user_5,0
-entity_10,default,14.08696929623254,1.983642578125,12.786865234375,user_5,0
-entity_2,default,-4.598930554058885,1.800537109375,1.556396484375,user_5,0
-entity_13,default,9.985972384435327,4.119873046875,1000.0,user_5,0
-entity_14,default,-10.984776928532117,28.656005859375,3.021240234375,user_5,0
-entity_5,default,-1.4366283584616535,3.631591796875,2.410888671875,user_5,0
-entity_6,default,4.63820815197469,4.302978515625,4.730224609375,user_5,0
-entity_9,default,9.382682515472638,2.655029296875,4.791259765625,user_5,0
-entity_16,default,-3.827037435134763,2.349853515625,2.288818359375,user_5,0
-entity_1,default,-12.273037132607794,116.607666015625,3.204345703125,user_5,0
-entity_4,default,-8.07142829285535,4.730224609375,2.655029296875,user_5,0
-entity_7,default,15.166433440921244,1.983642578125,23.895263671875,user_5,0
-entity_3,default,4.7075288079598305,1.800537109375,2.471923828125,user_6,0
-entity_15,default,16.918251990967548,2.288818359375,39.276123046875,user_6,0
-entity_0,default,-0.1361798496495791,2.777099609375,2.716064453125,user_6,0
-entity_19,default,-7.148214900627107,1.739501953125,1.373291015625,user_6,0
-entity_11,default,3.0190225537171558,1.617431640625,1.922607421875,user_6,0
-entity_8,default,10.19948270375537,1.373291015625,1.983642578125,user_6,0
-entity_9,default,-16.761117534502866,183.746337890625,2.593994140625,user_6,0
-entity_18,default,-5.704629027410408,1.434326171875,1.251220703125,user_6,0
-entity_17,default,1.1454241134436636,2.166748046875,2.593994140625,user_6,0
-entity_12,default,8.88505003522343,1.739501953125,2.105712890625,user_6,0
-entity_10,default,-4.944092402571891,1.739501953125,1.739501953125,user_6,0
-entity_2,default,-0.6355894233032814,2.838134765625,2.410888671875,user_6,0
-entity_14,default,-5.358680543696646,1.922607421875,1.922607421875,user_6,0
-entity_13,default,-7.756544125545223,1.800537109375,1.251220703125,user_6,0
-entity_5,default,-5.297497597392235,1.678466796875,1.617431640625,user_6,0
-entity_6,default,13.614052973126004,2.288818359375,33.599853515625,user_6,0
-entity_16,default,-7.2996124263751625,1.556396484375,1.129150390625,user_6,0
-entity_1,default,2.0691388234782173,2.349853515625,2.227783203125,user_6,0
-entity_4,default,10.662979675521889,1.434326171875,2.655029296875,user_6,0
-entity_7,default,-10.177066541587134,3.753662109375,1.556396484375,user_6,0
-entity_3,default,-3.0905064774040487,3.509521484375,4.974365234375,user_7,0
-entity_18,default,-2.502612706101243,2.105712890625,1.495361328125,user_7,0
-entity_17,default,-4.949747345923235,1000.0,6.256103515625,user_7,0
-entity_15,default,-6.007700570108756,5.706787109375,2.227783203125,user_7,0
-entity_0,default,15.183263075445314,2.838134765625,1000.0,user_7,0
-entity_19,default,5.069649564909691,5.218505859375,43.853759765625,user_7,0
-entity_11,default,-10.37209719062654,1000.0,3.509521484375,user_7,0
-entity_12,default,5.087852421786998,3.814697265625,29.449462890625,user_7,0
-entity_8,default,-1.6522757289946326,1.983642578125,1.922607421875,user_7,0
-entity_10,default,0.1845432348925524,1.922607421875,2.532958984375,user_7,0
-entity_2,default,4.949747345923235,6.256103515625,1000.0,user_7,0
-entity_13,default,3.6744901005727875,4.608154296875,9.979248046875,user_7,0
-entity_14,default,-3.869288293905416,1000.0,8.026123046875,user_7,0
-entity_5,default,-6.710948036611964,7.965087890625,2.471923828125,user_7,0
-entity_6,default,6.20564681420337,4.669189453125,8.636474609375,user_7,0
-entity_9,default,-1.1541982994279063,2.471923828125,3.143310546875,user_7,0
-entity_16,default,8.794539332563875,4.364013671875,1000.0,user_7,0
-entity_1,default,-3.7652189483824134,2.044677734375,2.044677734375,user_7,0
-entity_4,default,0.01105609356439371,5.279541015625,9.552001953125,user_7,0
-entity_7,default,-5.08561538966042,4.974365234375,2.288818359375,user_7,0
-entity_3,default,-5.662198778490056,1.556396484375,1.251220703125,user_8,0
-entity_15,default,25.18199189416666,1.800537109375,111.358642578125,user_8,0
-entity_0,default,7.570220214788469,1.556396484375,2.105712890625,user_8,0
-entity_19,default,2.358527355840195,1.129150390625,1.190185546875,user_8,0
-entity_11,default,3.5177381568876127,1.129150390625,1.434326171875,user_8,0
-entity_8,default,7.974562840694285,1.495361328125,2.227783203125,user_8,0
-entity_9,default,-13.493007541265914,2.227783203125,1.434326171875,user_8,0
-entity_18,default,-2.7403115431099705,1.495361328125,1.495361328125,user_8,0
-entity_17,default,-14.207434343026154,2.349853515625,1.373291015625,user_8,0
-entity_12,default,-7.748201854503141,1.983642578125,1.373291015625,user_8,0
-entity_10,default,-4.338866918473971,1.434326171875,1.312255859375,user_8,0
-entity_2,default,-0.1554629404236147,1.495361328125,1.312255859375,user_8,0
-entity_14,default,13.234725542834541,1.617431640625,2.960205078125,user_8,0
-entity_13,default,-10.049215945056586,2.410888671875,1.556396484375,user_8,0
-entity_5,default,13.600765768385715,1.556396484375,3.387451171875,user_8,0
-entity_6,default,-5.381817734583157,1.495361328125,1.251220703125,user_8,0
-entity_16,default,2.7265894486099143,1.068115234375,1.251220703125,user_8,0
-entity_4,default,2.0975939517336464,1.129150390625,1.190185546875,user_8,0
-entity_1,default,1.7805091343274517,1.129150390625,1.129150390625,user_8,0
-entity_7,default,-16.26405700427407,4.974365234375,1.495361328125,user_8,0
-entity_3,default,-4.153541884977115,4.608154296875,4.913330078125,user_9,0
-entity_18,default,0.7569055167664586,6.561279296875,3.753662109375,user_9,0
-entity_17,default,-2.825269105647966,4.913330078125,3.692626953125,user_9,0
-entity_15,default,1.9842145987555866,1.922607421875,2.227783203125,user_9,0
-entity_0,default,1.1376020555149366,6.683349609375,23.651123046875,user_9,0
-entity_19,default,2.1122013284225445,5.523681640625,8.758544921875,user_9,0
-entity_11,default,5.054597242448178,1.556396484375,2.532958984375,user_9,0
-entity_12,default,-0.025464482497683124,2.716064453125,4.425048828125,user_9,0
-entity_8,default,-1.8249074517376807,3.570556640625,2.105712890625,user_9,0
-entity_10,default,-5.0799251215624635,2.960205078125,2.899169921875,user_9,0
-entity_2,default,-6.978195747111538,3.082275390625,2.777099609375,user_9,0
-entity_13,default,1.3533733422380296,2.777099609375,2.593994140625,user_9,0
-entity_14,default,4.358940683737081,7.110595703125,1000.0,user_9,0
-entity_5,default,12.536052032530886,3.021240234375,51.605224609375,user_9,0
-entity_6,default,-6.795766615378078,6.072998046875,2.166748046875,user_9,0
-entity_9,default,-6.882322822627382,1000.0,5.462646484375,user_9,0
-entity_16,default,3.8490473101181895,2.471923828125,2.593994140625,user_9,0
-entity_4,default,-8.6158491747657,4.852294921875,1.861572265625,user_9,0
-entity_1,default,2.7136664972714346,3.082275390625,2.655029296875,user_9,0
-entity_7,default,7.325316390289701,3.021240234375,14.556884765625,user_9,0
diff --git a/solidago/tests/pipeline/temp/1/user_vectors.csv b/solidago/tests/pipeline/temp/1/user_vectors.csv
deleted file mode 100644
index 5a5438c1d7..0000000000
--- a/solidago/tests/pipeline/temp/1/user_vectors.csv
+++ /dev/null
@@ -1,10 +0,0 @@
-1.624345363663241670e+00,-6.117564136500753813e-01,-5.281717522634556961e-01,-1.072968622156170504e+00,8.654076293246785179e-01
-7.299755964138445741e-01,3.729937890629156372e-01,5.338109122825626107e-01,-9.197329900587369877e-02,1.913820387569044490e+00
--6.871727001195994111e-01,-8.452056414987195732e-01,-6.712461308368190549e-01,-1.266459891890136039e-02,-1.117310348635277784e+00
--4.161115800058857173e-01,1.250050047875099324e+00,1.248299787320349408e+00,-7.576741414245822259e-01,5.882941639193975947e-01
--1.546724068394847995e+00,1.045200627148581640e+00,1.010375480579554175e+00,7.083664394458424884e-02,7.175898258117037187e-01
-5.819251837754401135e-01,-4.102075176817785995e-01,2.296866102432924439e+00,1.688497054196278047e+00,6.258114709100178752e-01
--2.381773679148913581e-01,-3.408282832020982922e-01,4.875942060989832960e-01,1.739073027892894752e+00,6.896980492922520634e-02
-2.461628311401758751e+00,-3.161236874878875502e-01,-1.815062769984219448e+00,6.842495000715452802e-01,3.203252817340960373e-02
-5.205763370733708095e-01,-1.144341389623142691e+00,8.018610318713447205e-01,4.656729842414553816e-02,-1.865697719073487748e-01
--1.364447438960330328e-01,-1.190541877748098887e-01,1.740940830000459877e-02,-1.122018728746888350e+00,-5.170944579202279012e-01
diff --git a/solidago/tests/pipeline/temp/1/users.csv b/solidago/tests/pipeline/temp/1/users.csv
deleted file mode 100644
index bbc7b9d114..0000000000
--- a/solidago/tests/pipeline/temp/1/users.csv
+++ /dev/null
@@ -1,11 +0,0 @@
-username,is_trustworthy,is_pretrusted,n_expected_vouches,n_comparisons,n_comparisons_per_entity,multiplicator,engagement_bias,vector_index,trust_score
-user_0,True,False,0,30,2,1.6131677028403504,-2.3015386968802827,0,0.10135570229430556
-user_1,True,False,5,50,4,0.1392949093880637,0.3307971296528913,1,0.06843987674082831
-user_2,True,False,0,28,6,0.1499817868756233,0.2344156978170921,2,0.0021824960994880445
-user_3,True,False,0,124,5,2.33696455777187,0.3468593348489863,3,0.09217075919716891
-user_4,True,True,372,34,5,0.0200804023887003,-0.2507049095463895,4,0.8149058818289092
-user_5,False,False,1,60,4,0.0617878432029102,-1.6113638127883452,5,0.0
-user_6,True,False,2,72,3,0.0725945035690854,0.4732413910209555,6,0.11981156351888735
-user_7,True,False,0,27,2,1.6334978643810734,0.1962702075463259,7,0.1377257543417131
-user_8,True,False,0,441,7,3.3039580213976407,-0.1017458725291452,8,0.08932326514062226
-user_9,True,False,0,38,3,0.9001256147465088,-0.997026827650263,9,0.08076130638338525
diff --git a/solidago/tests/pipeline/temp/1/voting_rights.csv b/solidago/tests/pipeline/temp/1/voting_rights.csv
deleted file mode 100644
index 8b13789179..0000000000
--- a/solidago/tests/pipeline/temp/1/voting_rights.csv
+++ /dev/null
@@ -1 +0,0 @@
-
diff --git a/solidago/tests/pipeline/temp/1/vouches.csv b/solidago/tests/pipeline/temp/1/vouches.csv
deleted file mode 100644
index 84913f76c8..0000000000
--- a/solidago/tests/pipeline/temp/1/vouches.csv
+++ /dev/null
@@ -1,13 +0,0 @@
-by,to,kind,weight,priority
-user_4,user_0,Personhood,0.8807696630187556,0
-user_4,user_3,Personhood,0.8009535396691173,0
-user_4,user_2,Personhood,0.018965645845007706,0
-user_4,user_6,Personhood,0.979549333084215,0
-user_4,user_8,Personhood,0.7067134391391225,0
-user_4,user_1,Personhood,0.5947348378982245,0
-user_4,user_9,Personhood,0.7018066768626702,0
-user_4,user_7,Personhood,0.9816592830694749,0
-user_1,user_4,Personhood,0.5983143420730515,0
-user_1,user_6,Personhood,0.2845352686598783,0
-user_1,user_8,Personhood,0.32100773346307365,0
-user_1,user_7,Personhood,0.9938554939311304,0
diff --git a/solidago/tests/pipeline/temp/2/assessments.csv b/solidago/tests/pipeline/temp/2/assessments.csv
deleted file mode 100644
index 8b708c670e..0000000000
--- a/solidago/tests/pipeline/temp/2/assessments.csv
+++ /dev/null
@@ -1,74 +0,0 @@
-username,criterion,entity_name,assessment,assessment_min,assessment_max
-user_0,default,entity_11,-2.7659757723755645,-inf,inf
-user_0,default,entity_13,-0.8426695792293032,-inf,inf
-user_0,default,entity_3,0.7379335333683913,-inf,inf
-user_1,default,entity_7,0.042583023991435986,-inf,inf
-user_1,default,entity_19,1.0021698213043044,-inf,inf
-user_1,default,entity_4,-1.0561246643196787,-inf,inf
-user_1,default,entity_6,-0.6483912278022858,-inf,inf
-user_1,default,entity_8,0.10932462474060262,-inf,inf
-user_1,default,entity_11,0.2913952221007475,-inf,inf
-user_2,default,entity_17,-1.873265683954607,-inf,inf
-user_2,default,entity_5,-0.6493540445049721,-inf,inf
-user_3,default,entity_6,0.4987837110082687,-inf,inf
-user_3,default,entity_1,0.4209915487943622,-inf,inf
-user_3,default,entity_4,-0.8513757088316509,-inf,inf
-user_3,default,entity_12,0.09654868178121358,-inf,inf
-user_3,default,entity_10,-0.8732746536013869,-inf,inf
-user_3,default,entity_5,0.6931804166526271,-inf,inf
-user_3,default,entity_17,0.9854136976762946,-inf,inf
-user_3,default,entity_19,-1.0750858631304177,-inf,inf
-user_3,default,entity_9,0.9857952539232806,-inf,inf
-user_4,default,entity_12,-2.59079772733383,-inf,inf
-user_4,default,entity_14,-0.8637940014125801,-inf,inf
-user_4,default,entity_15,-0.5188397516287837,-inf,inf
-user_4,default,entity_13,0.07157799580582525,-inf,inf
-user_4,default,entity_3,-1.3342767197367156,-inf,inf
-user_4,default,entity_4,-0.5867717986133658,-inf,inf
-user_4,default,entity_7,2.9811642162201384,-inf,inf
-user_4,default,entity_10,0.88143126667052,-inf,inf
-user_5,default,entity_4,0.2500858071576332,-inf,inf
-user_5,default,entity_9,-0.8849454008755818,-inf,inf
-user_5,default,entity_6,-0.11361881615626729,-inf,inf
-user_5,default,entity_0,1.3944430513508865,-inf,inf
-user_5,default,entity_2,2.434868985843542,-inf,inf
-user_5,default,entity_7,-1.4368679297852756,-inf,inf
-user_5,default,entity_13,-0.35267568228312457,-inf,inf
-user_5,default,entity_5,0.033873598784744274,-inf,inf
-user_5,default,entity_1,-0.17192821264913227,-inf,inf
-user_5,default,entity_12,-1.5436928513465868,-inf,inf
-user_5,default,entity_16,-1.810840538570122,-inf,inf
-user_6,default,entity_3,-0.15889413790276813,-inf,inf
-user_6,default,entity_0,-0.5974926052403435,-inf,inf
-user_6,default,entity_6,0.12664232156082084,-inf,inf
-user_6,default,entity_15,0.3374159478597294,-inf,inf
-user_6,default,entity_5,0.4045636179128706,-inf,inf
-user_6,default,entity_14,1.1185716114565893,-inf,inf
-user_6,default,entity_4,0.7120368092646371,-inf,inf
-user_6,default,entity_8,-0.37995200406892715,-inf,inf
-user_6,default,entity_9,-0.8257634321148573,-inf,inf
-user_6,default,entity_16,0.7372841001480382,-inf,inf
-user_6,default,entity_7,0.9767179167808462,-inf,inf
-user_6,default,entity_1,0.5529917717934777,-inf,inf
-user_6,default,entity_13,1.1541969868679431,-inf,inf
-user_7,default,entity_12,0.5367445309661849,-inf,inf
-user_7,default,entity_18,3.042983258615949,-inf,inf
-user_7,default,entity_8,1.9790292646493148,-inf,inf
-user_7,default,entity_0,0.5598365145857093,-inf,inf
-user_7,default,entity_4,0.7770721264013778,-inf,inf
-user_7,default,entity_17,0.7931386050664821,-inf,inf
-user_7,default,entity_1,1.4254789105369345,-inf,inf
-user_8,default,entity_4,-1.8107559754635394,-inf,inf
-user_8,default,entity_10,-0.2768713780093508,-inf,inf
-user_8,default,entity_12,-3.2814259208839935,-inf,inf
-user_8,default,entity_1,-1.167708556012181,-inf,inf
-user_8,default,entity_13,-0.5276983442853747,-inf,inf
-user_8,default,entity_11,-0.8849680533598587,-inf,inf
-user_8,default,entity_17,1.1154108804990295,-inf,inf
-user_8,default,entity_9,1.0412172540436464,-inf,inf
-user_8,default,entity_15,1.7320172675651393,-inf,inf
-user_9,default,entity_18,-1.761364191203025,-inf,inf
-user_9,default,entity_11,-0.39920402300762065,-inf,inf
-user_9,default,entity_0,-0.9036871811782102,-inf,inf
-user_9,default,entity_8,0.7104663016177281,-inf,inf
-user_9,default,entity_1,-0.25015141835632065,-inf,inf
diff --git a/solidago/tests/pipeline/temp/2/comparisons.csv b/solidago/tests/pipeline/temp/2/comparisons.csv
deleted file mode 100644
index 17882daa9c..0000000000
--- a/solidago/tests/pipeline/temp/2/comparisons.csv
+++ /dev/null
@@ -1,525 +0,0 @@
-username,criterion,left_name,right_name,comparison,comparison_max
-user_0,default,entity_11,entity_0,-10.0,10.0
-user_0,default,entity_11,entity_19,9.0,10.0
-user_0,default,entity_12,entity_0,-10.0,10.0
-user_0,default,entity_12,entity_11,-10.0,10.0
-user_0,default,entity_12,entity_13,10.0,10.0
-user_0,default,entity_12,entity_10,8.0,10.0
-user_0,default,entity_12,entity_3,10.0,10.0
-user_0,default,entity_13,entity_11,-10.0,10.0
-user_0,default,entity_14,entity_0,-10.0,10.0
-user_0,default,entity_14,entity_13,7.0,10.0
-user_0,default,entity_14,entity_10,2.0,10.0
-user_0,default,entity_14,entity_19,-5.0,10.0
-user_0,default,entity_0,entity_10,10.0,10.0
-user_0,default,entity_0,entity_19,10.0,10.0
-user_0,default,entity_0,entity_3,10.0,10.0
-user_0,default,entity_19,entity_12,-3.0,10.0
-user_0,default,entity_19,entity_13,10.0,10.0
-user_0,default,entity_19,entity_10,4.0,10.0
-user_0,default,entity_19,entity_17,10.0,10.0
-user_0,default,entity_17,entity_11,-10.0,10.0
-user_0,default,entity_17,entity_13,0.0,10.0
-user_0,default,entity_17,entity_10,-10.0,10.0
-user_0,default,entity_3,entity_11,-10.0,10.0
-user_0,default,entity_3,entity_10,-10.0,10.0
-user_0,default,entity_3,entity_19,-10.0,10.0
-user_1,default,entity_19,entity_7,10.0,10.0
-user_1,default,entity_19,entity_10,-10.0,10.0
-user_1,default,entity_19,entity_1,5.0,10.0
-user_1,default,entity_4,entity_7,9.0,10.0
-user_1,default,entity_4,entity_9,10.0,10.0
-user_1,default,entity_4,entity_18,9.0,10.0
-user_1,default,entity_4,entity_1,10.0,10.0
-user_1,default,entity_7,entity_10,-10.0,10.0
-user_1,default,entity_7,entity_8,-10.0,10.0
-user_1,default,entity_18,entity_19,-10.0,10.0
-user_1,default,entity_18,entity_10,-9.0,10.0
-user_1,default,entity_18,entity_13,-10.0,10.0
-user_1,default,entity_18,entity_6,-10.0,10.0
-user_1,default,entity_18,entity_8,-10.0,10.0
-user_1,default,entity_18,entity_1,-8.0,10.0
-user_1,default,entity_9,entity_18,8.0,10.0
-user_1,default,entity_9,entity_14,-8.0,10.0
-user_1,default,entity_10,entity_13,8.0,10.0
-user_1,default,entity_6,entity_7,10.0,10.0
-user_1,default,entity_6,entity_4,-10.0,10.0
-user_1,default,entity_6,entity_9,7.0,10.0
-user_1,default,entity_8,entity_4,-10.0,10.0
-user_1,default,entity_14,entity_7,10.0,10.0
-user_1,default,entity_14,entity_19,4.0,10.0
-user_1,default,entity_13,entity_14,6.0,10.0
-user_1,default,entity_13,entity_1,10.0,10.0
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-user_8,default,entity_2,entity_10,-10.0,10.0
-user_8,default,entity_2,entity_19,-10.0,10.0
-user_8,default,entity_2,entity_6,-10.0,10.0
-user_8,default,entity_2,entity_3,-10.0,10.0
-user_8,default,entity_2,entity_8,8.0,10.0
-user_8,default,entity_2,entity_18,10.0,10.0
-user_8,default,entity_2,entity_11,9.0,10.0
-user_8,default,entity_13,entity_12,-10.0,10.0
-user_8,default,entity_13,entity_6,-10.0,10.0
-user_8,default,entity_13,entity_2,4.0,10.0
-user_8,default,entity_13,entity_8,10.0,10.0
-user_8,default,entity_13,entity_7,9.0,10.0
-user_8,default,entity_13,entity_14,10.0,10.0
-user_8,default,entity_13,entity_18,10.0,10.0
-user_8,default,entity_13,entity_17,9.0,10.0
-user_8,default,entity_13,entity_15,10.0,10.0
-user_8,default,entity_8,entity_12,-10.0,10.0
-user_8,default,entity_8,entity_1,-10.0,10.0
-user_8,default,entity_8,entity_6,-9.0,10.0
-user_8,default,entity_8,entity_16,-7.0,10.0
-user_8,default,entity_8,entity_11,10.0,10.0
-user_8,default,entity_8,entity_17,9.0,10.0
-user_8,default,entity_7,entity_10,-10.0,10.0
-user_8,default,entity_7,entity_19,-10.0,10.0
-user_8,default,entity_7,entity_1,-10.0,10.0
-user_8,default,entity_7,entity_6,-10.0,10.0
-user_8,default,entity_7,entity_3,-10.0,10.0
-user_8,default,entity_7,entity_2,-10.0,10.0
-user_8,default,entity_7,entity_8,-9.0,10.0
-user_8,default,entity_7,entity_18,-2.0,10.0
-user_8,default,entity_7,entity_11,-10.0,10.0
-user_8,default,entity_7,entity_15,10.0,10.0
-user_8,default,entity_14,entity_4,-10.0,10.0
-user_8,default,entity_14,entity_10,-10.0,10.0
-user_8,default,entity_14,entity_12,-10.0,10.0
-user_8,default,entity_14,entity_1,-10.0,10.0
-user_8,default,entity_14,entity_6,-10.0,10.0
-user_8,default,entity_14,entity_16,-10.0,10.0
-user_8,default,entity_14,entity_2,-10.0,10.0
-user_8,default,entity_14,entity_8,-10.0,10.0
-user_8,default,entity_14,entity_7,-8.0,10.0
-user_8,default,entity_14,entity_17,5.0,10.0
-user_8,default,entity_14,entity_9,9.0,10.0
-user_8,default,entity_14,entity_15,10.0,10.0
-user_8,default,entity_14,entity_5,7.0,10.0
-user_8,default,entity_18,entity_10,-10.0,10.0
-user_8,default,entity_18,entity_19,-10.0,10.0
-user_8,default,entity_18,entity_3,-10.0,10.0
-user_8,default,entity_18,entity_16,-9.0,10.0
-user_8,default,entity_18,entity_8,-2.0,10.0
-user_8,default,entity_18,entity_14,7.0,10.0
-user_8,default,entity_18,entity_11,-10.0,10.0
-user_8,default,entity_18,entity_17,8.0,10.0
-user_8,default,entity_18,entity_15,9.0,10.0
-user_8,default,entity_11,entity_4,-10.0,10.0
-user_8,default,entity_11,entity_19,-10.0,10.0
-user_8,default,entity_11,entity_1,-10.0,10.0
-user_8,default,entity_11,entity_6,-9.0,10.0
-user_8,default,entity_11,entity_13,-9.0,10.0
-user_8,default,entity_11,entity_14,10.0,10.0
-user_8,default,entity_11,entity_9,9.0,10.0
-user_8,default,entity_11,entity_15,10.0,10.0
-user_8,default,entity_11,entity_5,10.0,10.0
-user_8,default,entity_17,entity_4,-10.0,10.0
-user_8,default,entity_17,entity_10,-10.0,10.0
-user_8,default,entity_17,entity_19,-9.0,10.0
-user_8,default,entity_17,entity_16,-8.0,10.0
-user_8,default,entity_17,entity_2,-10.0,10.0
-user_8,default,entity_17,entity_7,-10.0,10.0
-user_8,default,entity_17,entity_11,-10.0,10.0
-user_8,default,entity_17,entity_9,7.0,10.0
-user_8,default,entity_17,entity_5,9.0,10.0
-user_8,default,entity_9,entity_10,-10.0,10.0
-user_8,default,entity_9,entity_19,-10.0,10.0
-user_8,default,entity_9,entity_1,-10.0,10.0
-user_8,default,entity_9,entity_3,-10.0,10.0
-user_8,default,entity_9,entity_2,-10.0,10.0
-user_8,default,entity_9,entity_13,-8.0,10.0
-user_8,default,entity_9,entity_8,-10.0,10.0
-user_8,default,entity_9,entity_7,-6.0,10.0
-user_8,default,entity_9,entity_18,-9.0,10.0
-user_8,default,entity_9,entity_15,10.0,10.0
-user_8,default,entity_15,entity_12,-10.0,10.0
-user_8,default,entity_15,entity_1,-9.0,10.0
-user_8,default,entity_15,entity_6,-10.0,10.0
-user_8,default,entity_15,entity_16,-9.0,10.0
-user_8,default,entity_15,entity_2,-10.0,10.0
-user_8,default,entity_15,entity_8,-10.0,10.0
-user_8,default,entity_15,entity_17,-10.0,10.0
-user_8,default,entity_15,entity_5,-10.0,10.0
-user_8,default,entity_5,entity_4,-10.0,10.0
-user_8,default,entity_5,entity_12,-10.0,10.0
-user_8,default,entity_5,entity_3,-10.0,10.0
-user_8,default,entity_5,entity_0,-10.0,10.0
-user_8,default,entity_5,entity_16,-10.0,10.0
-user_8,default,entity_5,entity_2,-10.0,10.0
-user_8,default,entity_5,entity_13,-10.0,10.0
-user_8,default,entity_5,entity_8,-10.0,10.0
-user_8,default,entity_5,entity_7,-9.0,10.0
-user_8,default,entity_5,entity_18,-10.0,10.0
-user_8,default,entity_5,entity_9,-10.0,10.0
-user_9,default,entity_12,entity_18,9.0,10.0
-user_9,default,entity_12,entity_11,9.0,10.0
-user_9,default,entity_12,entity_3,10.0,10.0
-user_9,default,entity_12,entity_1,10.0,10.0
-user_9,default,entity_11,entity_18,-10.0,10.0
-user_9,default,entity_11,entity_1,7.0,10.0
-user_9,default,entity_19,entity_18,-8.0,10.0
-user_9,default,entity_19,entity_12,-7.0,10.0
-user_9,default,entity_19,entity_11,10.0,10.0
-user_9,default,entity_19,entity_4,9.0,10.0
-user_9,default,entity_19,entity_8,10.0,10.0
-user_9,default,entity_19,entity_1,10.0,10.0
-user_9,default,entity_18,entity_3,10.0,10.0
-user_9,default,entity_3,entity_11,-9.0,10.0
-user_9,default,entity_3,entity_19,-10.0,10.0
-user_9,default,entity_3,entity_0,-8.0,10.0
-user_9,default,entity_3,entity_17,-6.0,10.0
-user_9,default,entity_3,entity_8,-0.0,10.0
-user_9,default,entity_3,entity_1,-10.0,10.0
-user_9,default,entity_17,entity_18,-10.0,10.0
-user_9,default,entity_17,entity_1,6.0,10.0
-user_9,default,entity_4,entity_18,-9.0,10.0
-user_9,default,entity_4,entity_12,-10.0,10.0
-user_9,default,entity_4,entity_0,3.0,10.0
-user_9,default,entity_4,entity_3,9.0,10.0
-user_9,default,entity_4,entity_17,7.0,10.0
-user_9,default,entity_8,entity_11,-10.0,10.0
-user_9,default,entity_8,entity_4,-10.0,10.0
-user_9,default,entity_0,entity_8,10.0,10.0
-user_9,default,entity_0,entity_1,9.0,10.0
-user_9,default,entity_1,entity_4,-9.0,10.0
diff --git a/solidago/tests/pipeline/temp/2/criteria.csv b/solidago/tests/pipeline/temp/2/criteria.csv
deleted file mode 100644
index bee5398e56..0000000000
--- a/solidago/tests/pipeline/temp/2/criteria.csv
+++ /dev/null
@@ -1 +0,0 @@
-criterion_name
diff --git a/solidago/tests/pipeline/temp/2/directs.csv b/solidago/tests/pipeline/temp/2/directs.csv
deleted file mode 100644
index 8b13789179..0000000000
--- a/solidago/tests/pipeline/temp/2/directs.csv
+++ /dev/null
@@ -1 +0,0 @@
-
diff --git a/solidago/tests/pipeline/temp/2/entities.csv b/solidago/tests/pipeline/temp/2/entities.csv
deleted file mode 100644
index c5d992f352..0000000000
--- a/solidago/tests/pipeline/temp/2/entities.csv
+++ /dev/null
@@ -1,21 +0,0 @@
-entity_name,vector_index
-entity_0,0
-entity_1,1
-entity_2,2
-entity_3,3
-entity_4,4
-entity_5,5
-entity_6,6
-entity_7,7
-entity_8,8
-entity_9,9
-entity_10,10
-entity_11,11
-entity_12,12
-entity_13,13
-entity_14,14
-entity_15,15
-entity_16,16
-entity_17,17
-entity_18,18
-entity_19,19
diff --git a/solidago/tests/pipeline/temp/2/entity_vectors.csv b/solidago/tests/pipeline/temp/2/entity_vectors.csv
deleted file mode 100644
index 00e2056079..0000000000
--- a/solidago/tests/pipeline/temp/2/entity_vectors.csv
+++ /dev/null
@@ -1,20 +0,0 @@
-3.124401977874687875e-01,3.926544453907276910e-01,8.741426932125241356e-01,-1.909069955913438310e+00,4.697057079144928982e-01
-4.301881698073380389e-01,6.653899606559027236e-01,-8.486291119586006904e-01,-1.556422645529471627e-01,-9.418003602692104348e-01
-3.872009463267443996e-01,-2.839432199026542536e-01,9.755733867689768690e-01,1.006168904547254161e+00,-7.135252342849157658e-01
-1.137656081437535383e+00,6.045591658530551360e-01,-1.298607078727034070e+00,6.695357905089468487e-01,-1.310936002355813645e-01
--1.250546386745699401e+00,1.575100778259237222e+00,-3.420158024816835618e-01,1.018867278171872837e+00,5.211803157825379840e-01
--5.952528843885126486e-01,-1.691887359007874903e+00,-1.954931760288313169e-01,7.677720479085259342e-01,-6.712267407829074495e-01
--4.644616093889867847e-01,3.206773952199013511e-01,-1.387757672495757433e-01,1.229224288628436579e+00,1.032217820589004381e-01
--1.062845933034032297e+00,-8.753769607068713210e-01,-5.493103279611115664e-01,1.920944116455725270e+00,-9.537736820558510020e-01
-2.473533248139163088e-01,-4.731045934114349594e-01,6.234665923611374394e-01,3.452151766941003452e-01,-8.741978905025825641e-01
--4.721554011133928530e-02,-1.294245195423904704e+00,2.392875574659120430e-01,2.440659372310779229e+00,3.226886607016601349e-01
--4.970116182613302791e-01,9.396370272349370278e-01,5.370474111182322874e-01,9.021692341485687550e-01,5.957546264782678236e-01
-3.709603879868912935e-01,-6.216811090002790641e-01,2.054362439402488139e-01,-1.498785811948191826e+00,1.259841693790746842e+00
-1.068935976230744045e-01,1.303707477647179758e+00,-9.015437305194611284e-01,-3.080005738271771598e+00,-6.125468915609645348e-01
--1.505413738596193651e+00,-2.949489139068938726e-01,-3.851816985694635209e-02,-7.766496220045288057e-01,-2.442741278303135755e-01
-1.398642585283493833e+00,-7.862226674616071831e-01,-3.633051554513058723e-01,-5.460741207668386998e-01,3.734110789720591905e-02
-2.087624943271561229e+00,-1.517707415504691237e+00,-1.138502780050262286e+00,1.022442177929622636e-01,2.390449788973610379e-01
--5.923679790965262759e-01,4.425038178739478661e-02,-2.019100289081706912e+00,8.057618879716533788e-01,-7.099960686200182947e-01
--5.298828249586088335e-01,-1.120908661553201124e+00,-5.843711166879869134e-01,-7.745870886201072780e-01,-5.890314478646165031e-03
--2.395576808198513596e+00,-1.004691355773311034e+00,-1.003816198964891049e+00,-1.186925911210818807e+00,-6.871369451554578678e-01
--9.018814512291789542e-01,3.517653779341770037e-01,-7.116927744340852957e-01,-1.369327638880085685e+00,1.050050825766807305e+00
diff --git a/solidago/tests/pipeline/temp/2/made_public.csv b/solidago/tests/pipeline/temp/2/made_public.csv
deleted file mode 100644
index 62bfe6f1ee..0000000000
--- a/solidago/tests/pipeline/temp/2/made_public.csv
+++ /dev/null
@@ -1,118 +0,0 @@
-username,entity_name,public
-user_0,entity_11,True
-user_0,entity_12,True
-user_0,entity_13,True
-user_0,entity_14,True
-user_0,entity_10,True
-user_0,entity_19,True
-user_0,entity_3,True
-user_1,entity_7,True
-user_1,entity_19,True
-user_1,entity_4,True
-user_1,entity_10,True
-user_1,entity_18,True
-user_1,entity_13,True
-user_1,entity_8,True
-user_1,entity_14,True
-user_1,entity_11,True
-user_1,entity_1,True
-user_2,entity_15,True
-user_2,entity_12,True
-user_2,entity_18,True
-user_2,entity_11,True
-user_2,entity_14,True
-user_2,entity_5,True
-user_3,entity_8,True
-user_3,entity_2,True
-user_3,entity_18,True
-user_3,entity_6,True
-user_3,entity_1,True
-user_3,entity_4,True
-user_3,entity_7,True
-user_3,entity_10,True
-user_3,entity_13,True
-user_3,entity_16,True
-user_3,entity_11,True
-user_3,entity_15,True
-user_3,entity_3,True
-user_3,entity_14,True
-user_3,entity_0,True
-user_3,entity_9,True
-user_4,entity_12,True
-user_4,entity_19,True
-user_4,entity_11,True
-user_4,entity_14,True
-user_4,entity_15,True
-user_4,entity_13,True
-user_4,entity_1,True
-user_4,entity_3,True
-user_4,entity_16,True
-user_4,entity_4,True
-user_4,entity_8,True
-user_4,entity_6,True
-user_4,entity_7,True
-user_4,entity_5,True
-user_4,entity_10,True
-user_4,entity_2,True
-user_5,entity_10,True
-user_5,entity_4,True
-user_5,entity_9,True
-user_5,entity_6,True
-user_5,entity_8,True
-user_5,entity_2,True
-user_5,entity_7,True
-user_5,entity_11,True
-user_5,entity_14,True
-user_5,entity_19,True
-user_5,entity_1,True
-user_5,entity_3,True
-user_5,entity_17,True
-user_5,entity_15,True
-user_5,entity_16,True
-user_6,entity_3,True
-user_6,entity_10,True
-user_6,entity_0,True
-user_6,entity_6,True
-user_6,entity_15,True
-user_6,entity_5,True
-user_6,entity_11,True
-user_6,entity_4,True
-user_6,entity_8,True
-user_6,entity_9,True
-user_6,entity_16,True
-user_6,entity_1,True
-user_6,entity_19,True
-user_6,entity_13,True
-user_6,entity_18,True
-user_7,entity_12,True
-user_7,entity_3,True
-user_7,entity_8,True
-user_7,entity_16,True
-user_7,entity_0,True
-user_7,entity_4,True
-user_7,entity_2,True
-user_7,entity_17,True
-user_7,entity_1,True
-user_8,entity_4,True
-user_8,entity_10,True
-user_8,entity_12,True
-user_8,entity_19,True
-user_8,entity_6,True
-user_8,entity_3,True
-user_8,entity_0,True
-user_8,entity_8,True
-user_8,entity_14,True
-user_8,entity_18,True
-user_8,entity_11,True
-user_8,entity_17,True
-user_8,entity_9,True
-user_8,entity_15,True
-user_9,entity_18,True
-user_9,entity_12,True
-user_9,entity_11,True
-user_9,entity_19,True
-user_9,entity_0,True
-user_9,entity_3,True
-user_9,entity_17,True
-user_9,entity_4,True
-user_9,entity_1,True
diff --git a/solidago/tests/pipeline/temp/2/state.json b/solidago/tests/pipeline/temp/2/state.json
deleted file mode 100644
index 3f51060791..0000000000
--- a/solidago/tests/pipeline/temp/2/state.json
+++ /dev/null
@@ -1,93 +0,0 @@
-{
-    "users": [
-        "VectorUsers",
-        [
-            "tests/pipeline/saved_2/users.csv",
-            "tests/pipeline/saved_2/user_vectors.csv"
-        ]
-    ],
-    "entities": [
-        "VectorEntities",
-        [
-            "tests/pipeline/saved_2/entities.csv",
-            "tests/pipeline/saved_2/entity_vectors.csv"
-        ]
-    ],
-    "vouches": [
-        "Vouches",
-        "tests/pipeline/saved_2/vouches.csv"
-    ],
-    "made_public": [
-        "MadePublic",
-        "tests/pipeline/saved_2/made_public.csv"
-    ],
-    "assessments": [
-        "Assessments",
-        "tests/pipeline/saved_2/assessments.csv"
-    ],
-    "comparisons": [
-        "Comparisons",
-        "tests/pipeline/saved_2/comparisons.csv"
-    ],
-    "voting_rights": [
-        "VotingRights",
-        "tests/pipeline/saved_2/voting_rights.csv"
-    ],
-    "user_models": [
-        "UserModels",
-        {
-            "users": {
-                "user_0": [
-                    "DirectScoring",
-                    {}
-                ],
-                "user_1": [
-                    "DirectScoring",
-                    {}
-                ],
-                "user_2": [
-                    "DirectScoring",
-                    {}
-                ],
-                "user_3": [
-                    "DirectScoring",
-                    {}
-                ],
-                "user_4": [
-                    "DirectScoring",
-                    {}
-                ],
-                "user_5": [
-                    "DirectScoring",
-                    {}
-                ],
-                "user_6": [
-                    "DirectScoring",
-                    {}
-                ],
-                "user_7": [
-                    "DirectScoring",
-                    {}
-                ],
-                "user_8": [
-                    "DirectScoring",
-                    {}
-                ],
-                "user_9": [
-                    "DirectScoring",
-                    {}
-                ]
-            },
-            "dataframes": {
-                "directs": "tests/pipeline/saved_2/user_directs.csv"
-            },
-            "default_model_cls": "DirectScoring"
-        }
-    ],
-    "global_model": [
-        "DirectScoring",
-        {
-            "directs": "tests/pipeline/saved_2/directs.csv"
-        }
-    ]
-}
\ No newline at end of file
diff --git a/solidago/tests/pipeline/temp/2/user_directs.csv b/solidago/tests/pipeline/temp/2/user_directs.csv
deleted file mode 100644
index 4ebcd4f981..0000000000
--- a/solidago/tests/pipeline/temp/2/user_directs.csv
+++ /dev/null
@@ -1,151 +0,0 @@
-entity_name,criterion,score,left_unc,right_unc,username,depth
-entity_3,default,13.660074080491368,3.204345703125,1000.0,user_0,0
-entity_17,default,8.727788624519242,1.922607421875,3.631591796875,user_0,0
-entity_0,default,-18.349115148558514,1000.0,2.410888671875,user_0,0
-entity_19,default,-1.4453848807997431,1.861572265625,1.617431640625,user_0,0
-entity_14,default,0.5361971222640757,1.861572265625,2.166748046875,user_0,0
-entity_11,default,-9.67715412974532,8.514404296875,3.265380859375,user_0,0
-entity_12,default,-2.4792327813198582,2.777099609375,1.922607421875,user_0,0
-entity_10,default,0.5923402560195195,1.678466796875,1.983642578125,user_0,0
-entity_13,default,8.433823215016362,2.044677734375,3.143310546875,user_0,0
-entity_18,default,10.261405769818381,2.593994140625,11.688232421875,user_1,0
-entity_19,default,1.4586538601287586,2.288818359375,2.716064453125,user_1,0
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-entity_1,default,4.961274016992599,1.861572265625,2.838134765625,user_1,0
-entity_7,default,13.584536359144078,3.082275390625,148.651123046875,user_1,0
-entity_18,default,0.3217187399335736,1.861572265625,2.593994140625,user_2,0
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-entity_15,default,-11.997090770984254,20.111083984375,2.716064453125,user_2,0
-entity_5,default,14.200779623777837,2.166748046875,25.604248046875,user_2,0
-entity_19,default,10.899825377629824,2.838134765625,4.241943359375,user_2,0
-entity_11,default,-1.433225737965534,1.922607421875,1.800537109375,user_2,0
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-entity_14,default,-2.083454553512462,2.166748046875,1.739501953125,user_2,0
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-entity_15,default,-7.953702316606598,8.270263671875,2.532958984375,user_3,0
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-entity_19,default,-13.418582300317462,6.561279296875,2.532958984375,user_3,0
-entity_11,default,-19.438176411994753,188.323974609375,2.166748046875,user_3,0
-entity_8,default,8.004995745282715,3.021240234375,3.570556640625,user_3,0
-entity_9,default,1.1386248773688743,1.617431640625,1.617431640625,user_3,0
-entity_18,default,8.925918964747357,1.434326171875,1.983642578125,user_3,0
-entity_17,default,1.3553206490873642,1.678466796875,1.922607421875,user_3,0
-entity_12,default,-2.033689598058405,4.425048828125,3.082275390625,user_3,0
-entity_10,default,-4.842515283806603,2.532958984375,2.471923828125,user_3,0
-entity_2,default,6.76761501950224,2.227783203125,2.532958984375,user_3,0
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-entity_14,default,-0.14858151263152422,2.593994140625,1.861572265625,user_3,0
-entity_5,default,8.908201069004683,1.922607421875,3.265380859375,user_3,0
-entity_6,default,-0.3914240718164689,2.105712890625,1.983642578125,user_3,0
-entity_16,default,10.505951169882767,1.861572265625,5.767822265625,user_3,0
-entity_4,default,-2.9901907415978397,6.256103515625,2.716064453125,user_3,0
-entity_1,default,3.887189969747417,1.678466796875,2.410888671875,user_3,0
-entity_7,default,10.514109805189701,1.861572265625,5.889892578125,user_3,0
-entity_3,default,-0.9906720004484607,2.349853515625,2.166748046875,user_4,0
-entity_15,default,-5.265808608062705,1.983642578125,1.800537109375,user_4,0
-entity_0,default,-6.044686900931945,1.983642578125,1.556396484375,user_4,0
-entity_19,default,-9.68251218868329,1000.0,4.302978515625,user_4,0
-entity_11,default,-6.678337963488742,1.800537109375,1.190185546875,user_4,0
-entity_8,default,6.0094920958091125,1.434326171875,1.861572265625,user_4,0
-entity_18,default,-6.077183019787673,3.692626953125,1.922607421875,user_4,0
-entity_17,default,-5.303179293607323,1.556396484375,1.434326171875,user_4,0
-entity_12,default,-17.507610459349806,93.963623046875,2.471923828125,user_4,0
-entity_10,default,9.005218515975569,2.105712890625,3.265380859375,user_4,0
-entity_2,default,14.552140952421102,2.960205078125,1000.0,user_4,0
-entity_13,default,-0.5482361466176856,3.509521484375,4.730224609375,user_4,0
-entity_14,default,-4.87091582429211,1.922607421875,1.800537109375,user_4,0
-entity_5,default,5.100248638040319,2.471923828125,2.655029296875,user_4,0
-entity_6,default,11.8095284506289,2.105712890625,9.979248046875,user_4,0
-entity_16,default,-1.2796492447880539,4.302978515625,4.791259765625,user_4,0
-entity_1,default,-0.1463991879899332,1.983642578125,2.288818359375,user_4,0
-entity_4,default,5.416553763963307,2.166748046875,2.593994140625,user_4,0
-entity_7,default,12.503268641077442,2.838134765625,42.327880859375,user_4,0
-entity_3,default,3.734332886301222,8.270263671875,1000.0,user_5,0
-entity_18,default,-9.086565653657711,2.227783203125,1.434326171875,user_5,0
-entity_17,default,-4.128443238213539,3.875732421875,3.570556640625,user_5,0
-entity_15,default,-9.38715400019938,3.143310546875,1.739501953125,user_5,0
-entity_0,default,1.3676463280519326,3.509521484375,5.706787109375,user_5,0
-entity_19,default,-0.2318608558666729,6.500244140625,4.180908203125,user_5,0
-entity_11,default,4.4381109637728136,2.410888671875,5.462646484375,user_5,0
-entity_12,default,-8.012709079551854,1000.0,4.669189453125,user_5,0
-entity_8,default,6.749000105639396,5.706787109375,1000.0,user_5,0
-entity_10,default,11.422798299280185,3.143310546875,91.522216796875,user_5,0
-entity_2,default,8.937118531295726,4.669189453125,1000.0,user_5,0
-entity_14,default,-6.450225127894964,19.622802734375,4.058837890625,user_5,0
-entity_13,default,1.5541939041539066,2.960205078125,2.899169921875,user_5,0
-entity_5,default,-4.146641618656107,5.035400390625,3.997802734375,user_5,0
-entity_6,default,5.067620834810827,2.349853515625,2.838134765625,user_5,0
-entity_9,default,5.575820918523962,2.105712890625,3.143310546875,user_5,0
-entity_16,default,-8.165091284291243,3.143310546875,2.410888671875,user_5,0
-entity_4,default,9.042866908632991,4.058837890625,1000.0,user_5,0
-entity_1,default,-2.49203469607722,4.974365234375,3.143310546875,user_5,0
-entity_7,default,-5.788267462081791,60.028076171875,5.462646484375,user_5,0
-entity_3,default,-8.671354938236377,6.195068359375,2.105712890625,user_6,0
-entity_18,default,7.576504072311922,5.096435546875,1000.0,user_6,0
-entity_17,default,8.12033074855751,2.532958984375,3.265380859375,user_6,0
-entity_15,default,-5.250456176832078,2.960205078125,1.800537109375,user_6,0
-entity_0,default,-4.067221541810078,4.852294921875,6.195068359375,user_6,0
-entity_19,default,0.5325504315506594,3.570556640625,4.486083984375,user_6,0
-entity_11,default,2.665846147007207,2.105712890625,2.655029296875,user_6,0
-entity_12,default,5.222098751272417,1.617431640625,2.105712890625,user_6,0
-entity_8,default,-4.720417701627501,8.209228515625,2.960205078125,user_6,0
-entity_10,default,-1.9407729209326896,25.054931640625,5.767822265625,user_6,0
-entity_2,default,-8.964514209393707,1000.0,4.241943359375,user_6,0
-entity_14,default,-4.44246958989936,2.349853515625,2.227783203125,user_6,0
-entity_13,default,10.324769100010982,1.861572265625,5.645751953125,user_6,0
-entity_5,default,6.74355477945519,3.814697265625,24.505615234375,user_6,0
-entity_6,default,-0.40506249866336236,3.692626953125,3.021240234375,user_6,0
-entity_9,default,-5.280995589544095,3.875732421875,3.814697265625,user_6,0
-entity_16,default,3.581531748833117,2.899169921875,2.532958984375,user_6,0
-entity_1,default,-0.2233372875882971,2.960205078125,2.777099609375,user_6,0
-entity_4,default,-6.425026311805735,1000.0,6.011962890625,user_6,0
-entity_7,default,5.62377720038707,1.739501953125,2.471923828125,user_6,0
-entity_3,default,-10.293780415468536,26.458740234375,3.204345703125,user_7,0
-entity_18,default,11.626979273535989,2.044677734375,10.101318359375,user_7,0
-entity_17,default,0.36238323508414466,2.227783203125,1.800537109375,user_7,0
-entity_0,default,-4.874211226384941,3.326416015625,2.288818359375,user_7,0
-entity_19,default,-2.886949958009749,2.532958984375,2.410888671875,user_7,0
-entity_12,default,1.987335484693532,1.678466796875,2.349853515625,user_7,0
-entity_8,default,-3.6716225311850272,8.880615234375,3.204345703125,user_7,0
-entity_2,default,-8.626021585995826,13.153076171875,2.655029296875,user_7,0
-entity_13,default,9.309701074464401,2.777099609375,3.509521484375,user_7,0
-entity_16,default,0.8440766181754297,1.800537109375,1.739501953125,user_7,0
-entity_4,default,1.0412717053177325,1.556396484375,1.739501953125,user_7,0
-entity_1,default,5.180273890014259,3.326416015625,16.754150390625,user_7,0
-entity_3,default,-5.424668824139303,2.288818359375,1.983642578125,user_8,0
-entity_15,default,28.395956840389065,1.556396484375,109.832763671875,user_8,0
-entity_0,default,-14.4434110512649,6.805419921875,1.983642578125,user_8,0
-entity_19,default,-9.962537374106061,2.288818359375,1.434326171875,user_8,0
-entity_11,default,6.4506695478447345,1.617431640625,2.349853515625,user_8,0
-entity_8,default,5.025692698321094,1.678466796875,2.044677734375,user_8,0
-entity_9,default,16.31349877954,1.312255859375,3.448486328125,user_8,0
-entity_18,default,10.433209288107161,1.617431640625,2.105712890625,user_8,0
-entity_17,default,14.638343499559547,1.251220703125,2.166748046875,user_8,0
-entity_12,default,-24.80630953991132,4.241943359375,1.434326171875,user_8,0
-entity_10,default,-25.959881484803283,5.889892578125,1.312255859375,user_8,0
-entity_2,default,-0.5117568508256203,1.922607421875,1.922607421875,user_8,0
-entity_13,default,-1.3978743478682796,2.105712890625,1.800537109375,user_8,0
-entity_14,default,14.188022625894462,1.312255859375,2.044677734375,user_8,0
-entity_5,default,22.001224550557122,1.739501953125,7.354736328125,user_8,0
-entity_6,default,-9.673608259176273,2.166748046875,1.434326171875,user_8,0
-entity_16,default,2.860472885669887,1.922607421875,2.044677734375,user_8,0
-entity_4,default,-31.65288570667921,205.963134765625,1.434326171875,user_8,0
-entity_1,default,-8.041424452130244,1.922607421875,1.617431640625,user_8,0
-entity_7,default,11.565550956658742,1.434326171875,2.105712890625,user_8,0
-entity_3,default,10.068231760400991,1.739501953125,2.838134765625,user_9,0
-entity_18,default,-10.348681347175106,3.326416015625,1.922607421875,user_9,0
-entity_17,default,4.107165892419522,2.593994140625,2.593994140625,user_9,0
-entity_0,default,0.08154168823541592,2.349853515625,2.655029296875,user_9,0
-entity_19,default,-8.233155009235112,2.960205078125,2.471923828125,user_9,0
-entity_11,default,1.9765377629604008,4.302978515625,3.448486328125,user_9,0
-entity_12,default,-13.293177221410104,11.932373046875,1.983642578125,user_9,0
-entity_8,default,10.500468003784517,1.861572265625,3.997802734375,user_9,0
-entity_4,default,-0.6186682979333605,2.471923828125,2.044677734375,user_9,0
-entity_1,default,5.759141514367984,1.800537109375,2.899169921875,user_9,0
diff --git a/solidago/tests/pipeline/temp/2/user_vectors.csv b/solidago/tests/pipeline/temp/2/user_vectors.csv
deleted file mode 100644
index 71208085c6..0000000000
--- a/solidago/tests/pipeline/temp/2/user_vectors.csv
+++ /dev/null
@@ -1,10 +0,0 @@
--4.167578474054706161e-01,-5.626682722632947442e-02,-2.136196095668454031e+00,1.640270808404988623e+00,-1.793435585194863124e+00
--1.160105773870658968e-01,-7.016276673727732671e-01,-1.389393422019740587e+00,4.905955596689043907e-01,-2.194363796852801252e-01
-8.063080748181024049e-01,-1.902000894260272190e+00,-1.688717622096487014e+00,-1.934373347760807604e+00,1.951490522838681130e-01
--4.193164821526888519e-01,-1.323288984367433641e-01,-3.957023969360570076e-02,3.260034333869806233e-01,-2.040323048728715172e+00
--1.894692647123808193e-01,-7.721866535295715539e-02,8.247030054369816066e-01,1.248212920597034037e+00,-4.038922693379394802e-01
--1.572082645507286158e-01,8.107058845072104836e-01,2.269112107540734335e+00,8.409926237787667125e-01,4.249779844462069356e-01
--9.022460680705017833e-01,-5.909722754694454183e-01,-2.761794922507377903e-01,-5.168838937325868077e-01,-6.985899499363886767e-01
--5.145740025997543876e-01,2.553016967719820007e-01,-7.992339456942589015e-02,-2.626036085742759485e-01,-5.902631053716143050e-01
-4.030041731026360319e-01,-2.932306095093709430e+00,-5.893146591574046633e-01,3.314237069394583568e-02,-1.827427803166928599e-01
--1.255427218345858353e+00,9.381636712741442397e-01,-4.683462595582318921e-01,-1.254720307112854760e+00,1.248236463858445333e-01
diff --git a/solidago/tests/pipeline/temp/2/users.csv b/solidago/tests/pipeline/temp/2/users.csv
deleted file mode 100644
index cb831fc874..0000000000
--- a/solidago/tests/pipeline/temp/2/users.csv
+++ /dev/null
@@ -1,11 +0,0 @@
-username,is_trustworthy,is_pretrusted,n_expected_vouches,n_comparisons,n_comparisons_per_entity,multiplicator,engagement_bias,vector_index,trust_score
-user_0,True,False,0,29,6,0.7036947917953755,-0.841747365656204,0,0.0
-user_1,True,False,0,31,5,2.202921348684173,-0.3083744374565056,1,0.0
-user_2,False,False,1,28,7,0.742477928949466,1.515840912755234,2,0.0
-user_3,True,False,0,55,5,0.8006831838190048,0.0462555231416969,3,0.0
-user_4,True,False,0,57,6,0.3062242942136661,-1.3845186665358649,4,0.0
-user_5,True,False,0,35,2,0.9925232900583056,1.122089844197508,5,0.0
-user_6,True,False,0,44,4,0.2608117076754005,-0.9288919245238192,6,0.0
-user_7,True,True,0,30,5,0.5540242108154312,0.1183512436506283,7,0.8
-user_8,True,False,3,564,6,0.025524417706864,-1.232097935038745,8,0.0
-user_9,False,False,2,35,7,0.2338285513091478,0.7565021430525523,9,0.0
diff --git a/solidago/tests/pipeline/temp/2/voting_rights.csv b/solidago/tests/pipeline/temp/2/voting_rights.csv
deleted file mode 100644
index 8b13789179..0000000000
--- a/solidago/tests/pipeline/temp/2/voting_rights.csv
+++ /dev/null
@@ -1 +0,0 @@
-
diff --git a/solidago/tests/pipeline/temp/2/vouches.csv b/solidago/tests/pipeline/temp/2/vouches.csv
deleted file mode 100644
index 98efc97952..0000000000
--- a/solidago/tests/pipeline/temp/2/vouches.csv
+++ /dev/null
@@ -1,8 +0,0 @@
-by,to,kind,weight,priority
-user_8,user_4,Personhood,0.9960554769506141,0
-user_8,user_0,Personhood,0.49135722733259535,0
-user_8,user_6,Personhood,0.9514723658583134,0
-user_8,user_1,Personhood,0.06999660503364169,0
-user_8,user_5,Personhood,0.9736965293103257,0
-user_2,user_9,Personhood,0.34982352200154554,0
-user_9,user_2,Personhood,0.9762636303909776,0
diff --git a/solidago/tests/pipeline/temp/3/assessments.csv b/solidago/tests/pipeline/temp/3/assessments.csv
deleted file mode 100644
index eb0d4a4876..0000000000
--- a/solidago/tests/pipeline/temp/3/assessments.csv
+++ /dev/null
@@ -1,89 +0,0 @@
-username,criterion,entity_name,assessment,assessment_min,assessment_max
-user_0,default,entity_5,-3.0778431036073037,-inf,inf
-user_0,default,entity_11,0.5457049150299146,-inf,inf
-user_0,default,entity_19,1.1883908590615404,-inf,inf
-user_0,default,entity_9,-0.06520287401476732,-inf,inf
-user_0,default,entity_12,0.5175241051571868,-inf,inf
-user_0,default,entity_8,0.49659468860259803,-inf,inf
-user_0,default,entity_10,-1.6052088533824613,-inf,inf
-user_0,default,entity_1,0.6798410388903935,-inf,inf
-user_0,default,entity_13,-1.4472656606376002,-inf,inf
-user_0,default,entity_0,1.5669511837836034,-inf,inf
-user_1,default,entity_15,-2.6229624095243245,-inf,inf
-user_1,default,entity_11,-0.6758037670784225,-inf,inf
-user_1,default,entity_7,-2.937457831506115,-inf,inf
-user_1,default,entity_1,2.3107080735983985,-inf,inf
-user_1,default,entity_3,-0.5857800324194354,-inf,inf
-user_1,default,entity_2,1.0831782201448368,-inf,inf
-user_1,default,entity_0,1.4681772284242323,-inf,inf
-user_1,default,entity_8,1.5835237774013364,-inf,inf
-user_1,default,entity_10,2.441967589258004,-inf,inf
-user_1,default,entity_13,1.3406033002891062,-inf,inf
-user_1,default,entity_5,-0.5485133176579118,-inf,inf
-user_2,default,entity_19,-0.07215680187587509,-inf,inf
-user_2,default,entity_18,0.551526405715621,-inf,inf
-user_2,default,entity_10,0.9616651347037971,-inf,inf
-user_3,default,entity_10,1.1221712208694454,-inf,inf
-user_3,default,entity_1,2.0978286648145072,-inf,inf
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-user_4,default,entity_5,1.0146156143879748,-inf,inf
-user_4,default,entity_7,2.3339746004097113,-inf,inf
-user_4,default,entity_9,-0.3389989130078727,-inf,inf
-user_4,default,entity_17,2.1958773036246297,-inf,inf
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-user_4,default,entity_10,-4.094890827624359,-inf,inf
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-user_5,default,entity_17,1.3888725447202552,-inf,inf
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-user_5,default,entity_19,-0.19454445747323967,-inf,inf
-user_5,default,entity_0,-0.3056953402540008,-inf,inf
-user_5,default,entity_2,-0.5475332971242813,-inf,inf
-user_6,default,entity_13,0.7830545060351708,-inf,inf
-user_6,default,entity_16,0.5971126552683883,-inf,inf
-user_6,default,entity_3,-0.3988498251072503,-inf,inf
-user_6,default,entity_6,1.0410071536293537,-inf,inf
-user_6,default,entity_7,0.9931535761469827,-inf,inf
-user_6,default,entity_9,0.44354344108960536,-inf,inf
-user_6,default,entity_4,0.5891779695841068,-inf,inf
-user_6,default,entity_19,-0.6110310678341472,-inf,inf
-user_6,default,entity_0,1.047934402928553,-inf,inf
-user_6,default,entity_18,-1.5524940062713082,-inf,inf
-user_6,default,entity_17,-0.7621477810785977,-inf,inf
-user_6,default,entity_12,0.06524569126000991,-inf,inf
-user_6,default,entity_1,-1.220620031928061,-inf,inf
-user_7,default,entity_6,0.2807570886969169,-inf,inf
-user_7,default,entity_3,-0.39835135635780144,-inf,inf
-user_7,default,entity_2,-0.873681348127856,-inf,inf
-user_7,default,entity_16,-1.1248723343077505,-inf,inf
-user_7,default,entity_8,-0.6057256724806902,-inf,inf
-user_7,default,entity_15,0.3376303922363344,-inf,inf
-user_7,default,entity_4,-0.5635404368514365,-inf,inf
-user_7,default,entity_18,0.5858382194895456,-inf,inf
-user_7,default,entity_1,0.311776651067358,-inf,inf
-user_7,default,entity_11,-0.08503238906156521,-inf,inf
-user_8,default,entity_2,-2.474496159978276,-inf,inf
-user_8,default,entity_13,-1.7579398153356218,-inf,inf
-user_8,default,entity_0,-0.6165086949295138,-inf,inf
-user_8,default,entity_14,-0.791852394489254,-inf,inf
-user_8,default,entity_9,-0.4926104339593279,-inf,inf
-user_8,default,entity_4,2.0918872026195134,-inf,inf
-user_8,default,entity_17,1.9402803539203122,-inf,inf
-user_8,default,entity_6,2.9378881402090493,-inf,inf
-user_9,default,entity_9,-2.525269683512091,-inf,inf
-user_9,default,entity_14,-0.9634167123788875,-inf,inf
-user_9,default,entity_19,-1.240962051990752,-inf,inf
-user_9,default,entity_2,-1.107794077492674,-inf,inf
-user_9,default,entity_15,-1.334626243403781,-inf,inf
-user_9,default,entity_3,-1.0826996587239461,-inf,inf
-user_9,default,entity_0,-2.284654383578735,-inf,inf
diff --git a/solidago/tests/pipeline/temp/3/comparisons.csv b/solidago/tests/pipeline/temp/3/comparisons.csv
deleted file mode 100644
index 18fba20c76..0000000000
--- a/solidago/tests/pipeline/temp/3/comparisons.csv
+++ /dev/null
@@ -1,328 +0,0 @@
-username,criterion,left_name,right_name,comparison,comparison_max
-user_0,default,entity_5,entity_11,9.0,10.0
-user_0,default,entity_17,entity_15,10.0,10.0
-user_0,default,entity_17,entity_14,10.0,10.0
-user_0,default,entity_6,entity_17,-10.0,10.0
-user_0,default,entity_6,entity_12,9.0,10.0
-user_0,default,entity_6,entity_2,10.0,10.0
-user_0,default,entity_6,entity_0,10.0,10.0
-user_0,default,entity_11,entity_6,-10.0,10.0
-user_0,default,entity_11,entity_13,-8.0,10.0
-user_0,default,entity_19,entity_6,6.0,10.0
-user_0,default,entity_15,entity_6,-10.0,10.0
-user_0,default,entity_15,entity_18,-9.0,10.0
-user_0,default,entity_12,entity_4,5.0,10.0
-user_0,default,entity_12,entity_1,9.0,10.0
-user_0,default,entity_12,entity_0,9.0,10.0
-user_0,default,entity_8,entity_15,6.0,10.0
-user_0,default,entity_8,entity_3,10.0,10.0
-user_0,default,entity_18,entity_17,-10.0,10.0
-user_0,default,entity_18,entity_4,10.0,10.0
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-user_0,default,entity_18,entity_3,10.0,10.0
-user_0,default,entity_7,entity_5,-10.0,10.0
-user_0,default,entity_10,entity_4,10.0,10.0
-user_0,default,entity_10,entity_9,-6.0,10.0
-user_0,default,entity_10,entity_8,10.0,10.0
-user_0,default,entity_14,entity_12,-10.0,10.0
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-user_0,default,entity_1,entity_17,-10.0,10.0
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-user_0,default,entity_16,entity_15,-10.0,10.0
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-user_0,default,entity_2,entity_15,3.0,10.0
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-user_0,default,entity_3,entity_9,-9.0,10.0
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-user_8,default,entity_2,entity_15,10.0,10.0
-user_8,default,entity_19,entity_13,-8.0,10.0
-user_8,default,entity_19,entity_17,10.0,10.0
-user_8,default,entity_19,entity_6,10.0,10.0
-user_8,default,entity_10,entity_11,10.0,10.0
-user_8,default,entity_10,entity_7,10.0,10.0
-user_8,default,entity_11,entity_13,-10.0,10.0
-user_8,default,entity_11,entity_15,9.0,10.0
-user_8,default,entity_8,entity_19,-10.0,10.0
-user_8,default,entity_8,entity_12,10.0,10.0
-user_8,default,entity_16,entity_8,1.0,10.0
-user_8,default,entity_16,entity_7,10.0,10.0
-user_8,default,entity_0,entity_19,-6.0,10.0
-user_8,default,entity_0,entity_17,10.0,10.0
-user_8,default,entity_18,entity_14,10.0,10.0
-user_8,default,entity_18,entity_3,10.0,10.0
-user_8,default,entity_14,entity_11,-6.0,10.0
-user_8,default,entity_14,entity_3,10.0,10.0
-user_8,default,entity_9,entity_2,-10.0,10.0
-user_8,default,entity_9,entity_14,-10.0,10.0
-user_8,default,entity_3,entity_2,-10.0,10.0
-user_8,default,entity_3,entity_13,-10.0,10.0
-user_8,default,entity_3,entity_17,10.0,10.0
-user_8,default,entity_5,entity_3,-10.0,10.0
-user_8,default,entity_5,entity_7,10.0,10.0
-user_8,default,entity_15,entity_3,-10.0,10.0
-user_8,default,entity_13,entity_7,10.0,10.0
-user_8,default,entity_7,entity_9,-10.0,10.0
-user_8,default,entity_12,entity_11,-10.0,10.0
-user_8,default,entity_12,entity_16,-10.0,10.0
-user_8,default,entity_12,entity_7,7.0,10.0
-user_8,default,entity_4,entity_2,-10.0,10.0
-user_8,default,entity_4,entity_17,-6.0,10.0
-user_8,default,entity_17,entity_18,-10.0,10.0
-user_8,default,entity_17,entity_16,-10.0,10.0
-user_8,default,entity_17,entity_8,-10.0,10.0
-user_8,default,entity_17,entity_9,-10.0,10.0
-user_8,default,entity_6,entity_10,-10.0,10.0
-user_8,default,entity_6,entity_14,-10.0,10.0
-user_8,default,entity_6,entity_7,-9.0,10.0
-user_9,default,entity_9,entity_7,-8.0,10.0
-user_9,default,entity_7,entity_16,7.0,10.0
-user_9,default,entity_18,entity_7,-10.0,10.0
-user_9,default,entity_16,entity_18,-10.0,10.0
-user_9,default,entity_16,entity_1,7.0,10.0
-user_9,default,entity_16,entity_0,9.0,10.0
-user_9,default,entity_14,entity_5,4.0,10.0
-user_9,default,entity_14,entity_0,9.0,10.0
-user_9,default,entity_5,entity_4,-4.0,10.0
-user_9,default,entity_5,entity_2,10.0,10.0
-user_9,default,entity_1,entity_7,-6.0,10.0
-user_9,default,entity_11,entity_19,10.0,10.0
-user_9,default,entity_19,entity_1,-10.0,10.0
-user_9,default,entity_13,entity_18,-10.0,10.0
-user_9,default,entity_13,entity_17,2.0,10.0
-user_9,default,entity_2,entity_1,2.0,10.0
-user_9,default,entity_2,entity_15,-8.0,10.0
-user_9,default,entity_2,entity_8,8.0,10.0
-user_9,default,entity_17,entity_11,-10.0,10.0
-user_9,default,entity_3,entity_4,-9.0,10.0
-user_9,default,entity_3,entity_19,-6.0,10.0
-user_9,default,entity_15,entity_6,8.0,10.0
diff --git a/solidago/tests/pipeline/temp/3/criteria.csv b/solidago/tests/pipeline/temp/3/criteria.csv
deleted file mode 100644
index bee5398e56..0000000000
--- a/solidago/tests/pipeline/temp/3/criteria.csv
+++ /dev/null
@@ -1 +0,0 @@
-criterion_name
diff --git a/solidago/tests/pipeline/temp/3/directs.csv b/solidago/tests/pipeline/temp/3/directs.csv
deleted file mode 100644
index 8b13789179..0000000000
--- a/solidago/tests/pipeline/temp/3/directs.csv
+++ /dev/null
@@ -1 +0,0 @@
-
diff --git a/solidago/tests/pipeline/temp/3/entities.csv b/solidago/tests/pipeline/temp/3/entities.csv
deleted file mode 100644
index c5d992f352..0000000000
--- a/solidago/tests/pipeline/temp/3/entities.csv
+++ /dev/null
@@ -1,21 +0,0 @@
-entity_name,vector_index
-entity_0,0
-entity_1,1
-entity_2,2
-entity_3,3
-entity_4,4
-entity_5,5
-entity_6,6
-entity_7,7
-entity_8,8
-entity_9,9
-entity_10,10
-entity_11,11
-entity_12,12
-entity_13,13
-entity_14,14
-entity_15,15
-entity_16,16
-entity_17,17
-entity_18,18
-entity_19,19
diff --git a/solidago/tests/pipeline/temp/3/entity_vectors.csv b/solidago/tests/pipeline/temp/3/entity_vectors.csv
deleted file mode 100644
index 8632b5a64d..0000000000
--- a/solidago/tests/pipeline/temp/3/entity_vectors.csv
+++ /dev/null
@@ -1,20 +0,0 @@
--3.970460660246598328e-02,-4.849910590849041414e-01,4.866966289166726467e-01,-9.150328383999083437e-01,3.594566566854823786e-01
-1.357583088270460481e+00,-8.774148377304785695e-01,1.567191591313540133e+00,-7.866629071816723384e-02,-5.891729577292285081e-01
-1.287135758196016777e+00,-1.698692890780092668e+00,-3.624548892345599849e-01,-4.869103647935561496e-01,-5.874784708445358605e-01
-7.846751074643467661e-01,6.680930222170627930e-01,-1.374272225740532927e-01,-7.068714734808164701e-01,-4.472824075428140089e-01
-5.823163098298373974e-01,1.754072864186542180e+00,-4.718538161266048192e-01,1.149771273307487740e-01,8.231524433827386300e-01
--1.012539126412381307e+00,-1.522406042628993428e-01,-3.251300173097065871e-01,1.725921241157060360e+00,-1.329341643519200422e-01
--5.697379029202347400e-01,2.203025038254929235e+00,-2.398869989063351638e-01,2.615583784534543099e-01,3.924130295188946183e-01
-8.181829657542774026e-01,1.928563634039156760e+00,-6.079613579790549283e-01,1.494920327191781473e+00,-2.115901689620179327e-01
-2.139601454300729677e-02,-1.013892509125942754e+00,-7.156912819662111236e-01,-8.068411879997166025e-01,-2.719361396230740024e-01
-7.111839670235166055e-01,1.074157424249174292e-01,-2.215068109137257324e-01,1.563021406787056256e+00,-5.684292659602619979e-01
-8.666639704562342783e-02,-3.510511922051995803e+00,-1.662382519560964278e+00,-6.540990911364275018e-01,2.901845607321921205e-01
-6.889138905925527023e-01,2.304001003488051758e-01,1.681585883178845220e-01,2.619089763187001374e-01,-1.558469407988441746e-01
-1.901823533470147626e-02,1.133247630324329736e+00,-9.766534043345554972e-01,1.722213493058383504e-01,-6.562676267540670239e-01
-5.264115810554828023e-01,-1.067891280792327757e+00,9.672596774917673057e-02,1.756457347345823372e-01,-6.880404447075193497e-01
-2.046453391705862490e+00,-1.029826208747166294e-01,2.224547000877253045e-01,-7.051422741068440470e-01,1.854008690851814745e+00
-9.473583564312499927e-01,2.226074147971808692e+00,1.675528069588383184e+00,-1.406400150115986458e-01,1.080126590825414956e+00
-1.913450136808701574e+00,3.504541669211250765e-01,-1.402194579099544092e-01,-8.455535719750695289e-01,8.613522689181467296e-02
--1.502511119949931695e+00,1.253150982871790609e+00,2.715804496485449415e-01,9.876874546580141079e-01,-3.352928314762036038e-02
-1.459412196021780295e+00,-6.260931982882538271e-01,2.107801808492391960e+00,8.980559346345219351e-01,1.917097232218573089e-01
--1.005909252353266586e-01,-5.416281855942102208e-01,4.121065058227708078e-01,1.495169082246652625e-01,1.128928167787692990e-02
diff --git a/solidago/tests/pipeline/temp/3/made_public.csv b/solidago/tests/pipeline/temp/3/made_public.csv
deleted file mode 100644
index 393af087d7..0000000000
--- a/solidago/tests/pipeline/temp/3/made_public.csv
+++ /dev/null
@@ -1,145 +0,0 @@
-username,entity_name,public
-user_0,entity_17,True
-user_0,entity_11,True
-user_0,entity_15,True
-user_0,entity_4,True
-user_0,entity_6,True
-user_0,entity_12,True
-user_0,entity_8,True
-user_0,entity_18,True
-user_0,entity_7,True
-user_0,entity_10,True
-user_0,entity_14,True
-user_0,entity_1,True
-user_0,entity_16,True
-user_0,entity_2,True
-user_0,entity_3,True
-user_0,entity_13,True
-user_0,entity_0,True
-user_1,entity_9,True
-user_1,entity_15,True
-user_1,entity_1,True
-user_1,entity_3,True
-user_1,entity_17,True
-user_1,entity_2,True
-user_1,entity_4,True
-user_1,entity_0,True
-user_1,entity_8,True
-user_1,entity_16,True
-user_1,entity_10,True
-user_2,entity_19,True
-user_2,entity_18,True
-user_2,entity_0,True
-user_2,entity_8,True
-user_2,entity_1,True
-user_2,entity_12,True
-user_2,entity_9,True
-user_3,entity_10,True
-user_3,entity_5,True
-user_3,entity_18,True
-user_3,entity_2,True
-user_3,entity_1,True
-user_3,entity_19,True
-user_3,entity_9,True
-user_4,entity_14,True
-user_4,entity_12,True
-user_4,entity_16,True
-user_4,entity_6,True
-user_4,entity_4,True
-user_4,entity_3,True
-user_4,entity_7,True
-user_4,entity_9,True
-user_4,entity_18,True
-user_4,entity_17,True
-user_4,entity_8,True
-user_4,entity_2,True
-user_4,entity_1,True
-user_4,entity_11,True
-user_4,entity_10,True
-user_4,entity_13,True
-user_5,entity_4,True
-user_5,entity_6,True
-user_5,entity_7,True
-user_5,entity_12,True
-user_5,entity_3,True
-user_5,entity_16,True
-user_5,entity_5,True
-user_5,entity_15,True
-user_5,entity_8,True
-user_5,entity_11,True
-user_5,entity_9,True
-user_5,entity_10,True
-user_5,entity_13,True
-user_5,entity_19,True
-user_5,entity_0,True
-user_5,entity_2,True
-user_5,entity_18,True
-user_5,entity_1,True
-user_6,entity_16,True
-user_6,entity_2,True
-user_6,entity_3,True
-user_6,entity_6,True
-user_6,entity_9,True
-user_6,entity_11,True
-user_6,entity_10,True
-user_6,entity_15,True
-user_6,entity_4,True
-user_6,entity_19,True
-user_6,entity_0,True
-user_6,entity_18,True
-user_6,entity_17,True
-user_6,entity_12,True
-user_6,entity_1,True
-user_6,entity_5,True
-user_7,entity_6,True
-user_7,entity_5,True
-user_7,entity_13,True
-user_7,entity_17,True
-user_7,entity_12,True
-user_7,entity_19,True
-user_7,entity_2,True
-user_7,entity_9,True
-user_7,entity_16,True
-user_7,entity_8,True
-user_7,entity_0,True
-user_7,entity_10,True
-user_7,entity_15,True
-user_7,entity_4,True
-user_7,entity_18,True
-user_7,entity_7,True
-user_7,entity_1,True
-user_7,entity_11,True
-user_8,entity_18,True
-user_8,entity_1,True
-user_8,entity_10,True
-user_8,entity_13,True
-user_8,entity_11,True
-user_8,entity_16,True
-user_8,entity_8,True
-user_8,entity_0,True
-user_8,entity_14,True
-user_8,entity_9,True
-user_8,entity_3,True
-user_8,entity_5,True
-user_8,entity_15,True
-user_8,entity_12,True
-user_8,entity_17,True
-user_8,entity_6,True
-user_9,entity_7,True
-user_9,entity_9,True
-user_9,entity_16,True
-user_9,entity_11,True
-user_9,entity_14,True
-user_9,entity_5,True
-user_9,entity_4,True
-user_9,entity_1,True
-user_9,entity_12,True
-user_9,entity_13,True
-user_9,entity_2,True
-user_9,entity_15,True
-user_9,entity_17,True
-user_9,entity_3,True
-user_9,entity_6,True
-user_9,entity_8,True
-user_9,entity_0,True
-user_9,entity_10,True
diff --git a/solidago/tests/pipeline/temp/3/state.json b/solidago/tests/pipeline/temp/3/state.json
deleted file mode 100644
index 3fd3fbf60e..0000000000
--- a/solidago/tests/pipeline/temp/3/state.json
+++ /dev/null
@@ -1,93 +0,0 @@
-{
-    "users": [
-        "VectorUsers",
-        [
-            "tests/pipeline/saved_3/users.csv",
-            "tests/pipeline/saved_3/user_vectors.csv"
-        ]
-    ],
-    "entities": [
-        "VectorEntities",
-        [
-            "tests/pipeline/saved_3/entities.csv",
-            "tests/pipeline/saved_3/entity_vectors.csv"
-        ]
-    ],
-    "vouches": [
-        "Vouches",
-        "tests/pipeline/saved_3/vouches.csv"
-    ],
-    "made_public": [
-        "MadePublic",
-        "tests/pipeline/saved_3/made_public.csv"
-    ],
-    "assessments": [
-        "Assessments",
-        "tests/pipeline/saved_3/assessments.csv"
-    ],
-    "comparisons": [
-        "Comparisons",
-        "tests/pipeline/saved_3/comparisons.csv"
-    ],
-    "voting_rights": [
-        "VotingRights",
-        "tests/pipeline/saved_3/voting_rights.csv"
-    ],
-    "user_models": [
-        "UserModels",
-        {
-            "users": {
-                "user_0": [
-                    "DirectScoring",
-                    {}
-                ],
-                "user_1": [
-                    "DirectScoring",
-                    {}
-                ],
-                "user_2": [
-                    "DirectScoring",
-                    {}
-                ],
-                "user_3": [
-                    "DirectScoring",
-                    {}
-                ],
-                "user_4": [
-                    "DirectScoring",
-                    {}
-                ],
-                "user_5": [
-                    "DirectScoring",
-                    {}
-                ],
-                "user_6": [
-                    "DirectScoring",
-                    {}
-                ],
-                "user_7": [
-                    "DirectScoring",
-                    {}
-                ],
-                "user_8": [
-                    "DirectScoring",
-                    {}
-                ],
-                "user_9": [
-                    "DirectScoring",
-                    {}
-                ]
-            },
-            "dataframes": {
-                "directs": "tests/pipeline/saved_3/user_directs.csv"
-            },
-            "default_model_cls": "DirectScoring"
-        }
-    ],
-    "global_model": [
-        "DirectScoring",
-        {
-            "directs": "tests/pipeline/saved_3/directs.csv"
-        }
-    ]
-}
\ No newline at end of file
diff --git a/solidago/tests/pipeline/temp/3/user_directs.csv b/solidago/tests/pipeline/temp/3/user_directs.csv
deleted file mode 100644
index 1df9117890..0000000000
--- a/solidago/tests/pipeline/temp/3/user_directs.csv
+++ /dev/null
@@ -1,171 +0,0 @@
-entity_name,criterion,score,left_unc,right_unc,username,depth
-entity_3,default,7.802035690298472,3.021240234375,5.828857421875,user_0,0
-entity_18,default,-4.523279795521545,4.486083984375,3.692626953125,user_0,0
-entity_17,default,-16.690279718563698,1000.0,2.593994140625,user_0,0
-entity_15,default,6.233805823626872,1.861572265625,2.777099609375,user_0,0
-entity_0,default,5.4902101550074995,3.204345703125,3.509521484375,user_0,0
-entity_19,default,-10.715135459729897,6.988525390625,1.983642578125,user_0,0
-entity_11,default,1.6617786600672326,2.777099609375,3.387451171875,user_0,0
-entity_12,default,-0.08565073455728064,4.302978515625,2.838134765625,user_0,0
-entity_8,default,2.5911601939785247,4.180908203125,3.326416015625,user_0,0
-entity_10,default,-5.891943075659835,2.899169921875,2.655029296875,user_0,0
-entity_2,default,6.177863203832146,1.922607421875,2.838134765625,user_0,0
-entity_14,default,10.492339007431832,3.875732421875,1000.0,user_0,0
-entity_13,default,-1.5841923038712649,2.166748046875,2.044677734375,user_0,0
-entity_5,default,-7.616092311466983,15.167236328125,3.082275390625,user_0,0
-entity_6,default,-9.455227590974012,2.838134765625,2.044677734375,user_0,0
-entity_9,default,-7.300558440968882,5.767822265625,2.166748046875,user_0,0
-entity_16,default,14.070062282448932,2.716064453125,1000.0,user_0,0
-entity_1,default,8.43356832471007,2.349853515625,8.270263671875,user_0,0
-entity_4,default,3.0276482204114075,2.838134765625,6.683349609375,user_0,0
-entity_7,default,-2.118767523748298,2.838134765625,2.288818359375,user_0,0
-entity_18,default,-4.949747345923235,1000.0,6.256103515625,user_1,0
-entity_17,default,-3.4478514716286077,1000.0,9.002685546875,user_1,0
-entity_15,default,-0.9157489902615809,7.110595703125,5.889892578125,user_1,0
-entity_0,default,3.372491039727274,2.655029296875,2.532958984375,user_1,0
-entity_11,default,4.169328923019423,7.415771484375,1000.0,user_1,0
-entity_8,default,6.445673044269547,5.950927734375,1000.0,user_1,0
-entity_10,default,8.885867565033607,3.509521484375,1000.0,user_1,0
-entity_2,default,4.949747345923235,6.256103515625,1000.0,user_1,0
-entity_14,default,-10.148369484205256,1000.0,4.119873046875,user_1,0
-entity_13,default,4.242019071611971,2.166748046875,3.631591796875,user_1,0
-entity_5,default,3.571470282073528,8.697509765625,1000.0,user_1,0
-entity_6,default,-7.583161907058238,2.655029296875,2.532958984375,user_1,0
-entity_9,default,-5.193272592519715,1000.0,5.950927734375,user_1,0
-entity_16,default,6.557067594492519,4.730224609375,1000.0,user_1,0
-entity_1,default,10.763897614371809,3.997802734375,1000.0,user_1,0
-entity_4,default,-9.601651323189225,8.087158203125,2.105712890625,user_1,0
-entity_7,default,-11.117978516350245,48.614501953125,2.532958984375,user_1,0
-entity_18,default,1.9178974561782973,1.129150390625,1.312255859375,user_2,0
-entity_0,default,0.032246924253644844,1.373291015625,1.190185546875,user_2,0
-entity_19,default,0.7040776715266637,1.190185546875,1.190185546875,user_2,0
-entity_9,default,-7.057677671289912,4.364013671875,2.899169921875,user_2,0
-entity_12,default,-11.593403757804438,15.655517578125,2.532958984375,user_2,0
-entity_1,default,12.036846513293318,2.899169921875,23.406982421875,user_2,0
-entity_8,default,0.8276248656260348,1.190185546875,1.129150390625,user_2,0
-entity_10,default,1.0944849867316337,1.129150390625,1.190185546875,user_2,0
-entity_2,default,2.0363179986792215,1.129150390625,1.373291015625,user_2,0
-entity_18,default,7.2818564562081844,2.105712890625,2.899169921875,user_3,0
-entity_5,default,3.464585282481217,2.288818359375,2.960205078125,user_3,0
-entity_19,default,-4.795940354241292,2.777099609375,2.777099609375,user_3,0
-entity_11,default,-12.495701382353293,27.740478515625,2.716064453125,user_3,0
-entity_1,default,2.518182500859165,4.364013671875,4.058837890625,user_3,0
-entity_10,default,9.552537033773143,2.044677734375,7.171630859375,user_3,0
-entity_2,default,-6.685235347774823,4.180908203125,2.166748046875,user_3,0
-entity_13,default,1.1594664705644253,3.692626953125,2.716064453125,user_3,0
-entity_3,default,-2.0963837844226982,3.448486328125,2.166748046875,user_4,0
-entity_18,default,2.2968403736858702,4.547119140625,4.608154296875,user_4,0
-entity_17,default,8.513926962423689,3.692626953125,64.605712890625,user_4,0
-entity_15,default,8.969713747961485,3.875732421875,70.465087890625,user_4,0
-entity_0,default,-10.134755089904294,1000.0,3.997802734375,user_4,0
-entity_19,default,-0.892268966604381,1.922607421875,1.922607421875,user_4,0
-entity_11,default,0.8016100171480378,3.997802734375,2.716064453125,user_4,0
-entity_12,default,2.4512671011446647,3.448486328125,4.119873046875,user_4,0
-entity_8,default,-12.594005250966433,35.369873046875,2.593994140625,user_4,0
-entity_10,default,-12.962116740254547,1000.0,3.143310546875,user_4,0
-entity_2,default,-8.971829866771204,1000.0,4.547119140625,user_4,0
-entity_13,default,-5.262712194731185,4.547119140625,2.532958984375,user_4,0
-entity_14,default,-1.150594937640071,3.021240234375,2.410888671875,user_4,0
-entity_5,default,-7.76086786472136,5.340576171875,4.180908203125,user_4,0
-entity_6,default,18.47470294569282,2.471923828125,1000.0,user_4,0
-entity_9,default,3.1810148408726118,2.716064453125,6.683349609375,user_4,0
-entity_16,default,0.5692423028725969,1.861572265625,2.471923828125,user_4,0
-entity_1,default,0.7916469428887392,10.589599609375,14.495849609375,user_4,0
-entity_4,default,7.482502053397545,2.960205078125,12.054443359375,user_4,0
-entity_7,default,8.292627764882083,3.143310546875,8.941650390625,user_4,0
-entity_3,default,3.866888353050096,2.410888671875,5.340576171875,user_5,0
-entity_18,default,-6.170030342324623,1000.0,5.035400390625,user_5,0
-entity_17,default,12.91182377677587,3.326416015625,1000.0,user_5,0
-entity_15,default,2.1733012461400194,3.692626953125,2.838134765625,user_5,0
-entity_0,default,-0.9169232503882387,3.875732421875,6.683349609375,user_5,0
-entity_19,default,-10.238811343120016,1000.0,3.631591796875,user_5,0
-entity_11,default,2.032008884448001,4.547119140625,6.317138671875,user_5,0
-entity_12,default,1.5824118582532303,3.082275390625,2.593994140625,user_5,0
-entity_8,default,-2.9100497219451995,6.195068359375,4.425048828125,user_5,0
-entity_10,default,-13.248868858093628,1000.0,3.326416015625,user_5,0
-entity_2,default,-4.848196888005375,10.955810546875,3.082275390625,user_5,0
-entity_13,default,-6.057339211350394,1000.0,5.096435546875,user_5,0
-entity_5,default,1.7715678138957287,6.072998046875,9.307861328125,user_5,0
-entity_6,default,10.866507671993707,3.753662109375,1000.0,user_5,0
-entity_9,default,-3.6285174936032494,1000.0,8.514404296875,user_5,0
-entity_16,default,9.87562023865012,3.814697265625,1000.0,user_5,0
-entity_1,default,-3.952064715772663,28.045654296875,4.364013671875,user_5,0
-entity_4,default,3.5528671020908815,8.697509765625,1000.0,user_5,0
-entity_7,default,3.337865441512238,2.349853515625,4.730224609375,user_5,0
-entity_3,default,7.908455013789036,1.800537109375,2.777099609375,user_6,0
-entity_18,default,-1.8111715940498432,2.899169921875,2.105712890625,user_6,0
-entity_17,default,-10.821589622823977,20.599365234375,2.838134765625,user_6,0
-entity_15,default,7.1245266008002694,2.349853515625,3.021240234375,user_6,0
-entity_0,default,-1.534997084944726,1.556396484375,1.434326171875,user_6,0
-entity_19,default,-5.027052454198684,3.143310546875,1.739501953125,user_6,0
-entity_11,default,-0.8960177978587582,1.678466796875,1.739501953125,user_6,0
-entity_12,default,-3.668936773621932,1.800537109375,1.739501953125,user_6,0
-entity_8,default,-0.5205876688626505,2.227783203125,2.227783203125,user_6,0
-entity_10,default,2.6379478924905726,1.861572265625,2.288818359375,user_6,0
-entity_2,default,5.399154648877571,2.349853515625,5.706787109375,user_6,0
-entity_14,default,8.429868574886475,3.814697265625,32.745361328125,user_6,0
-entity_13,default,1.8665913672851788,3.753662109375,8.392333984375,user_6,0
-entity_5,default,-9.93637034605284,22.979736328125,3.143310546875,user_6,0
-entity_6,default,-3.9215380683760883,1.922607421875,1.434326171875,user_6,0
-entity_9,default,-4.635692422341672,6.072998046875,5.340576171875,user_6,0
-entity_16,default,11.306473633114281,2.288818359375,12.420654296875,user_6,0
-entity_4,default,0.40514060050614636,20.599365234375,9.429931640625,user_6,0
-entity_1,default,-1.597344086787937,2.166748046875,2.410888671875,user_6,0
-entity_7,default,-0.7055886062997703,1.800537109375,1.983642578125,user_6,0
-entity_3,default,-3.2517388485222374,1.983642578125,1.617431640625,user_7,0
-entity_18,default,6.680806961142344,1.861572265625,3.021240234375,user_7,0
-entity_17,default,10.964810619433862,2.655029296875,21.942138671875,user_7,0
-entity_15,default,0.053919715946567005,2.227783203125,3.143310546875,user_7,0
-entity_0,default,-2.057708768948167,1.678466796875,1.373291015625,user_7,0
-entity_19,default,1.3773018041614782,2.288818359375,2.899169921875,user_7,0
-entity_11,default,-0.1786594316089692,2.471923828125,3.143310546875,user_7,0
-entity_12,default,-1.860073000565731,2.532958984375,2.288818359375,user_7,0
-entity_8,default,-8.989105692526278,1000.0,4.241943359375,user_7,0
-entity_10,default,-11.603271092181153,42.938232421875,3.082275390625,user_7,0
-entity_2,default,-7.922525852604728,17.730712890625,3.204345703125,user_7,0
-entity_13,default,3.782603086282816,4.425048828125,27.801513671875,user_7,0
-entity_5,default,5.30689230544359,2.349853515625,2.716064453125,user_7,0
-entity_6,default,1.9328173516388203,3.387451171875,4.180908203125,user_7,0
-entity_9,default,0.9236944170118941,2.349853515625,3.387451171875,user_7,0
-entity_16,default,3.290063425743279,9.429931640625,1000.0,user_7,0
-entity_4,default,-4.087664106064158,3.265380859375,2.105712890625,user_7,0
-entity_1,default,6.787165421082437,3.936767578125,45.989990234375,user_7,0
-entity_7,default,-1.1485347048541557,1.434326171875,1.312255859375,user_7,0
-entity_3,default,1.2468180500138348,3.082275390625,3.204345703125,user_8,0
-entity_18,default,-11.498548779636225,1000.0,3.509521484375,user_8,0
-entity_17,default,12.696049808109654,2.044677734375,3.387451171875,user_8,0
-entity_15,default,8.484136531604303,3.875732421875,67.230224609375,user_8,0
-entity_0,default,-4.4962028346869864,3.448486328125,4.119873046875,user_8,0
-entity_19,default,-7.153735118488996,3.082275390625,2.044677734375,user_8,0
-entity_11,default,-3.7068631290994745,3.082275390625,2.166748046875,user_8,0
-entity_12,default,9.459659800003532,3.021240234375,3.936767578125,user_8,0
-entity_8,default,-2.7098862952791856,2.349853515625,2.532958984375,user_8,0
-entity_10,default,-11.067563991791364,4.486083984375,2.899169921875,user_8,0
-entity_2,default,-10.40293368758542,4.974365234375,3.204345703125,user_8,0
-entity_14,default,-2.793272265347658,2.349853515625,2.227783203125,user_8,0
-entity_13,default,-10.050043108356476,4.302978515625,2.166748046875,user_8,0
-entity_5,default,5.256150742623603,3.204345703125,6.256103515625,user_8,0
-entity_6,default,15.779838938235303,2.166748046875,92.010498046875,user_8,0
-entity_9,default,2.6909375892456935,4.119873046875,6.561279296875,user_8,0
-entity_16,default,-3.4328086131997777,3.448486328125,2.227783203125,user_8,0
-entity_1,default,-14.490881499753993,10.345458984375,1.861572265625,user_8,0
-entity_4,default,13.865102284587019,1.800537109375,8.148193359375,user_8,0
-entity_7,default,12.323666770773809,1.983642578125,3.875732421875,user_8,0
-entity_3,default,7.148920366591879,2.166748046875,5.889892578125,user_9,0
-entity_18,default,-3.457709805290041,2.593994140625,2.227783203125,user_9,0
-entity_17,default,5.197987298557189,2.166748046875,3.570556640625,user_9,0
-entity_15,default,-3.426406991092213,7.659912109375,2.899169921875,user_9,0
-entity_0,default,4.538729410080025,3.936767578125,17.608642578125,user_9,0
-entity_19,default,5.635529242841878,2.532958984375,2.838134765625,user_9,0
-entity_11,default,-7.556277393796217,1000.0,5.096435546875,user_9,0
-entity_8,default,4.098607759772142,3.143310546875,12.603759765625,user_9,0
-entity_2,default,0.5954706074675218,1.922607421875,2.044677734375,user_9,0
-entity_14,default,-4.426768471439704,4.058837890625,2.227783203125,user_9,0
-entity_13,default,4.671535058703528,2.410888671875,2.838134765625,user_9,0
-entity_5,default,-3.397042864011669,1.800537109375,1.861572265625,user_9,0
-entity_6,default,1.074542512008029,4.119873046875,11.260986328125,user_9,0
-entity_9,default,-0.3795850216349382,4.791259765625,10.528564453125,user_9,0
-entity_16,default,-0.9824664544357887,2.166748046875,2.044677734375,user_9,0
-entity_1,default,0.5895019723299727,1.739501953125,1.983642578125,user_9,0
-entity_4,default,-4.344310627650173,3.997802734375,2.227783203125,user_9,0
-entity_7,default,-5.579407565878224,4.364013671875,2.044677734375,user_9,0
diff --git a/solidago/tests/pipeline/temp/3/user_vectors.csv b/solidago/tests/pipeline/temp/3/user_vectors.csv
deleted file mode 100644
index be69a7dda3..0000000000
--- a/solidago/tests/pipeline/temp/3/user_vectors.csv
+++ /dev/null
@@ -1,10 +0,0 @@
-1.788628473430318611e+00,4.365098505119894279e-01,9.649746807200862420e-02,-1.863492703364490799e+00,-2.773882025143990515e-01
--5.453599476195304385e-01,-1.546477315582968304e+00,9.823674342581600882e-01,-1.101067630111475681e+00,-1.185046527020172880e+00
--9.237920216957885566e-01,-1.023875760842837712e+00,1.123977958957468326e+00,-1.319142328009008935e-01,-1.623285445835247254e+00
--6.028851040072182865e-01,-1.914472043405814228e+00,1.048147512246255131e+00,1.333737819442486705e+00,-1.974146791582498950e-01
--1.545068518992874784e-01,1.769627303293742848e+00,4.837883476005303551e-01,6.762163998630621453e-01,6.431632805957184784e-01
--7.687955846551283723e-02,1.483449317339043283e+00,-1.478500166252373127e+00,-2.344543788180044330e-01,2.872667295224264894e-01
-1.233471044453156251e+00,1.489863946809908413e-01,-5.305821443551044236e-01,-7.305266436933302021e-01,6.450619849839090980e-01
-9.965792122691927712e-01,-2.124591601637652871e-01,-1.204794053829903122e+00,-5.401970250799703610e-01,6.634043034180234777e-01
-1.342672537042262304e+00,-2.354905233377414309e+00,1.524166040140084055e+00,1.925378422571845938e-01,-7.674649166557886426e-01
--7.415167514363171231e-01,-9.313397294954568750e-02,7.339873358202567144e-02,-8.013020541863451474e-01,-9.995951904948956190e-02
diff --git a/solidago/tests/pipeline/temp/3/users.csv b/solidago/tests/pipeline/temp/3/users.csv
deleted file mode 100644
index e32dee7da7..0000000000
--- a/solidago/tests/pipeline/temp/3/users.csv
+++ /dev/null
@@ -1,11 +0,0 @@
-username,is_trustworthy,is_pretrusted,n_expected_vouches,n_comparisons,n_comparisons_per_entity,multiplicator,engagement_bias,vector_index,trust_score
-user_0,True,False,0,41,1,0.8183795920256252,-0.3547589792689867,0,0.09703136080307728
-user_1,True,False,0,34,3,0.6328807380805072,-0.205649899422541,1,0.08876872705409818
-user_2,True,False,0,34,7,0.8504886418812291,0.6466754522701722,2,0.13287893450451643
-user_3,True,True,0,24,5,0.3063711924228305,1.7746450314059348,3,0.9404662815363181
-user_4,True,False,1,38,2,2.6302054888812623,0.2490867067258341,4,0.0
-user_5,True,False,0,32,2,3.211582169687023,0.8041391651376117,5,0.10011577294874607
-user_6,True,True,6,47,4,0.3766140055957798,0.3130603740241064,6,0.8
-user_7,False,False,2,38,4,0.3275248199893165,-0.5249353240996913,7,0.0
-user_8,False,False,0,45,4,0.6518429705825036,1.2278337666201309,8,0.0
-user_9,True,False,0,36,3,0.0007458000816538,-2.869296526598682,9,0.08073892315324396
diff --git a/solidago/tests/pipeline/temp/3/voting_rights.csv b/solidago/tests/pipeline/temp/3/voting_rights.csv
deleted file mode 100644
index 8b13789179..0000000000
--- a/solidago/tests/pipeline/temp/3/voting_rights.csv
+++ /dev/null
@@ -1 +0,0 @@
-
diff --git a/solidago/tests/pipeline/temp/3/vouches.csv b/solidago/tests/pipeline/temp/3/vouches.csv
deleted file mode 100644
index 3940622b76..0000000000
--- a/solidago/tests/pipeline/temp/3/vouches.csv
+++ /dev/null
@@ -1,10 +0,0 @@
-by,to,kind,weight,priority
-user_4,user_0,Personhood,0.9083001457635503,0
-user_4,user_2,Personhood,0.4424822818764308,0
-user_6,user_0,Personhood,0.6164337288199317,0
-user_6,user_3,Personhood,0.8923728677435672,0
-user_6,user_2,Personhood,0.8441709608141535,0
-user_6,user_1,Personhood,0.5639417706571119,0
-user_6,user_5,Personhood,0.6360287923585212,0
-user_6,user_9,Personhood,0.5129289649072062,0
-user_7,user_8,Personhood,0.7556382707446725,0
diff --git a/solidago/tests/pipeline/temp/4/assessments.csv b/solidago/tests/pipeline/temp/4/assessments.csv
deleted file mode 100644
index b045d78cd7..0000000000
--- a/solidago/tests/pipeline/temp/4/assessments.csv
+++ /dev/null
@@ -1,80 +0,0 @@
-username,criterion,entity_name,assessment,assessment_min,assessment_max
-user_0,default,entity_15,0.749385235657708,-inf,inf
-user_0,default,entity_3,-1.0516323951644138,-inf,inf
-user_0,default,entity_9,-1.2010193036947294,-inf,inf
-user_0,default,entity_18,-1.0114124814600578,-inf,inf
-user_0,default,entity_5,0.05174344588661062,-inf,inf
-user_0,default,entity_16,-0.07427519353942054,-inf,inf
-user_0,default,entity_14,1.889649170880594,-inf,inf
-user_1,default,entity_15,0.5839070791191414,-inf,inf
-user_1,default,entity_5,1.2443830908077924,-inf,inf
-user_1,default,entity_3,2.440951367223449,-inf,inf
-user_1,default,entity_16,1.6695042158770286,-inf,inf
-user_1,default,entity_17,-0.5151182719205253,-inf,inf
-user_1,default,entity_9,-1.919290504452368,-inf,inf
-user_1,default,entity_4,-0.10558643940853407,-inf,inf
-user_1,default,entity_19,-1.3333151534406094,-inf,inf
-user_1,default,entity_0,-0.7535454907281243,-inf,inf
-user_1,default,entity_13,-1.5305718857614912,-inf,inf
-user_2,default,entity_6,2.8330884400042935,-inf,inf
-user_2,default,entity_10,1.9351984534473787,-inf,inf
-user_2,default,entity_14,0.16532905964900613,-inf,inf
-user_2,default,entity_8,1.1169033114629097,-inf,inf
-user_2,default,entity_15,0.35810243195525704,-inf,inf
-user_2,default,entity_13,-2.350828284673578,-inf,inf
-user_3,default,entity_6,0.6696302947471251,-inf,inf
-user_3,default,entity_9,0.6054139857480967,-inf,inf
-user_4,default,entity_10,-0.4986410902390644,-inf,inf
-user_4,default,entity_5,-2.2982666995169394,-inf,inf
-user_4,default,entity_1,-0.46624817867953616,-inf,inf
-user_4,default,entity_3,-1.5019438740950515,-inf,inf
-user_4,default,entity_17,0.10528178843620471,-inf,inf
-user_4,default,entity_9,-0.6116717528733404,-inf,inf
-user_4,default,entity_4,-1.2486091514650106,-inf,inf
-user_5,default,entity_0,-1.870345513576914,-inf,inf
-user_5,default,entity_19,-2.3993488947021566,-inf,inf
-user_5,default,entity_11,-1.063656541724813,-inf,inf
-user_5,default,entity_5,-0.983888586196046,-inf,inf
-user_5,default,entity_14,0.8629815082942895,-inf,inf
-user_5,default,entity_6,1.6141720453662738,-inf,inf
-user_5,default,entity_13,-1.7013454679643059,-inf,inf
-user_5,default,entity_4,-1.293547247958801,-inf,inf
-user_6,default,entity_8,3.2860881336134313,-inf,inf
-user_6,default,entity_11,2.030711369108869,-inf,inf
-user_6,default,entity_19,1.2963055246371396,-inf,inf
-user_6,default,entity_5,-0.1145931395725095,-inf,inf
-user_6,default,entity_16,-0.24219005158936702,-inf,inf
-user_6,default,entity_1,1.169424140034033,-inf,inf
-user_6,default,entity_2,0.5851539598534496,-inf,inf
-user_6,default,entity_18,-0.06578225877847264,-inf,inf
-user_6,default,entity_17,-1.6526752987428965,-inf,inf
-user_6,default,entity_14,-1.3827960564070092,-inf,inf
-user_6,default,entity_15,-0.011573354419523452,-inf,inf
-user_6,default,entity_3,-1.2418004076876679,-inf,inf
-user_7,default,entity_5,1.7879267382107686,-inf,inf
-user_7,default,entity_4,1.1945710481595697,-inf,inf
-user_7,default,entity_6,1.116196220334562,-inf,inf
-user_7,default,entity_3,1.09540845445108,-inf,inf
-user_7,default,entity_17,0.6427717789716776,-inf,inf
-user_8,default,entity_19,0.6775859216722776,-inf,inf
-user_8,default,entity_13,0.7757500221005935,-inf,inf
-user_8,default,entity_5,-0.36576997367381936,-inf,inf
-user_8,default,entity_16,0.16325482669286456,-inf,inf
-user_8,default,entity_10,0.7580879555393315,-inf,inf
-user_8,default,entity_9,0.5107704111248471,-inf,inf
-user_8,default,entity_14,0.3090049518023433,-inf,inf
-user_8,default,entity_1,-0.6254140202228474,-inf,inf
-user_8,default,entity_8,0.3832333437861078,-inf,inf
-user_8,default,entity_3,-0.332318341008399,-inf,inf
-user_8,default,entity_4,-0.7153847312904313,-inf,inf
-user_9,default,entity_7,-3.494111373875085,-inf,inf
-user_9,default,entity_15,-1.5353468723860093,-inf,inf
-user_9,default,entity_14,-2.0108479894375844,-inf,inf
-user_9,default,entity_8,-1.7574385234443548,-inf,inf
-user_9,default,entity_12,-1.5959265984039765,-inf,inf
-user_9,default,entity_3,0.5850823898790339,-inf,inf
-user_9,default,entity_16,0.6240592765567963,-inf,inf
-user_9,default,entity_10,0.4009185926745989,-inf,inf
-user_9,default,entity_1,-0.6954222011628737,-inf,inf
-user_9,default,entity_5,0.8518668761195552,-inf,inf
-user_9,default,entity_13,2.293539722106212,-inf,inf
diff --git a/solidago/tests/pipeline/temp/4/comparisons.csv b/solidago/tests/pipeline/temp/4/comparisons.csv
deleted file mode 100644
index acb66c2d92..0000000000
--- a/solidago/tests/pipeline/temp/4/comparisons.csv
+++ /dev/null
@@ -1,748 +0,0 @@
-username,criterion,left_name,right_name,comparison,comparison_max
-user_0,default,entity_6,entity_9,9.0,10.0
-user_0,default,entity_6,entity_17,10.0,10.0
-user_0,default,entity_6,entity_18,6.0,10.0
-user_0,default,entity_6,entity_4,9.0,10.0
-user_0,default,entity_6,entity_12,9.0,10.0
-user_0,default,entity_3,entity_9,-1.0,10.0
-user_0,default,entity_3,entity_5,-9.0,10.0
-user_0,default,entity_3,entity_1,6.0,10.0
-user_0,default,entity_3,entity_8,10.0,10.0
-user_0,default,entity_17,entity_2,4.0,10.0
-user_0,default,entity_17,entity_16,-1.0,10.0
-user_0,default,entity_18,entity_1,6.0,10.0
-user_0,default,entity_1,entity_4,-9.0,10.0
-user_0,default,entity_1,entity_8,7.0,10.0
-user_0,default,entity_15,entity_16,10.0,10.0
-user_0,default,entity_15,entity_11,10.0,10.0
-user_0,default,entity_15,entity_14,9.0,10.0
-user_0,default,entity_16,entity_9,-10.0,10.0
-user_0,default,entity_5,entity_16,7.0,10.0
-user_0,default,entity_11,entity_6,-10.0,10.0
-user_0,default,entity_11,entity_8,2.0,10.0
-user_0,default,entity_9,entity_11,6.0,10.0
-user_0,default,entity_9,entity_14,10.0,10.0
-user_0,default,entity_12,entity_5,-7.0,10.0
-user_0,default,entity_12,entity_11,8.0,10.0
-user_0,default,entity_8,entity_6,-10.0,10.0
-user_0,default,entity_8,entity_5,-5.0,10.0
-user_0,default,entity_8,entity_14,9.0,10.0
-user_1,default,entity_6,entity_18,10.0,10.0
-user_1,default,entity_6,entity_7,-10.0,10.0
-user_1,default,entity_11,entity_6,9.0,10.0
-user_1,default,entity_11,entity_1,-8.0,10.0
-user_1,default,entity_11,entity_8,-9.0,10.0
-user_1,default,entity_11,entity_9,-10.0,10.0
-user_1,default,entity_5,entity_2,-10.0,10.0
-user_1,default,entity_5,entity_9,-10.0,10.0
-user_1,default,entity_2,entity_11,9.0,10.0
-user_1,default,entity_2,entity_4,-8.0,10.0
-user_1,default,entity_18,entity_16,-10.0,10.0
-user_1,default,entity_18,entity_1,-10.0,10.0
-user_1,default,entity_18,entity_4,-10.0,10.0
-user_1,default,entity_18,entity_13,-10.0,10.0
-user_1,default,entity_18,entity_14,-10.0,10.0
-user_1,default,entity_16,entity_3,4.0,10.0
-user_1,default,entity_16,entity_17,7.0,10.0
-user_1,default,entity_8,entity_15,10.0,10.0
-user_1,default,entity_1,entity_8,-7.0,10.0
-user_1,default,entity_9,entity_17,10.0,10.0
-user_1,default,entity_4,entity_15,10.0,10.0
-user_1,default,entity_4,entity_16,4.0,10.0
-user_1,default,entity_7,entity_3,10.0,10.0
-user_1,default,entity_3,entity_19,-9.0,10.0
-user_1,default,entity_13,entity_6,10.0,10.0
-user_1,default,entity_13,entity_11,10.0,10.0
-user_1,default,entity_13,entity_1,10.0,10.0
-user_1,default,entity_13,entity_4,9.0,10.0
-user_1,default,entity_12,entity_6,8.0,10.0
-user_1,default,entity_14,entity_4,10.0,10.0
-user_1,default,entity_0,entity_14,-10.0,10.0
-user_2,default,entity_6,entity_9,10.0,10.0
-user_2,default,entity_6,entity_10,-9.0,10.0
-user_2,default,entity_6,entity_3,-10.0,10.0
-user_2,default,entity_6,entity_18,-9.0,10.0
-user_2,default,entity_6,entity_0,-10.0,10.0
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-user_2,default,entity_6,entity_4,-10.0,10.0
-user_2,default,entity_6,entity_16,-10.0,10.0
-user_2,default,entity_6,entity_11,-10.0,10.0
-user_2,default,entity_6,entity_2,-10.0,10.0
-user_2,default,entity_7,entity_6,7.0,10.0
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-user_2,default,entity_7,entity_18,-10.0,10.0
-user_2,default,entity_7,entity_0,-9.0,10.0
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-user_2,default,entity_10,entity_9,10.0,10.0
-user_2,default,entity_10,entity_14,-6.0,10.0
-user_2,default,entity_10,entity_17,-10.0,10.0
-user_2,default,entity_10,entity_3,-10.0,10.0
-user_2,default,entity_10,entity_1,-10.0,10.0
-user_2,default,entity_10,entity_15,-10.0,10.0
-user_2,default,entity_10,entity_16,-10.0,10.0
-user_2,default,entity_10,entity_11,-10.0,10.0
-user_2,default,entity_12,entity_6,10.0,10.0
-user_2,default,entity_12,entity_7,-7.0,10.0
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-user_2,default,entity_12,entity_17,-10.0,10.0
-user_2,default,entity_12,entity_3,-10.0,10.0
-user_2,default,entity_12,entity_18,-8.0,10.0
-user_2,default,entity_12,entity_0,-10.0,10.0
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-user_2,default,entity_9,entity_12,-10.0,10.0
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-user_2,default,entity_9,entity_3,-10.0,10.0
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-user_2,default,entity_9,entity_19,-10.0,10.0
-user_2,default,entity_9,entity_4,-10.0,10.0
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-user_2,default,entity_14,entity_6,10.0,10.0
-user_2,default,entity_14,entity_7,10.0,10.0
-user_2,default,entity_14,entity_12,10.0,10.0
-user_2,default,entity_14,entity_17,-2.0,10.0
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-user_2,default,entity_14,entity_11,-10.0,10.0
-user_2,default,entity_14,entity_5,-10.0,10.0
-user_2,default,entity_17,entity_6,10.0,10.0
-user_2,default,entity_17,entity_9,10.0,10.0
-user_2,default,entity_17,entity_0,5.0,10.0
-user_2,default,entity_17,entity_4,-10.0,10.0
-user_2,default,entity_17,entity_1,-10.0,10.0
-user_2,default,entity_17,entity_13,-10.0,10.0
-user_2,default,entity_17,entity_11,-10.0,10.0
-user_2,default,entity_17,entity_5,-10.0,10.0
-user_2,default,entity_3,entity_7,10.0,10.0
-user_2,default,entity_3,entity_14,10.0,10.0
-user_2,default,entity_3,entity_0,10.0,10.0
-user_2,default,entity_3,entity_15,9.0,10.0
-user_2,default,entity_3,entity_13,-9.0,10.0
-user_2,default,entity_3,entity_16,-6.0,10.0
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-user_2,default,entity_18,entity_10,9.0,10.0
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-user_2,default,entity_18,entity_8,-9.0,10.0
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-user_2,default,entity_0,entity_9,10.0,10.0
-user_2,default,entity_0,entity_10,8.0,10.0
-user_2,default,entity_0,entity_18,3.0,10.0
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-user_2,default,entity_0,entity_13,-10.0,10.0
-user_2,default,entity_0,entity_11,-10.0,10.0
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-user_2,default,entity_8,entity_10,9.0,10.0
-user_2,default,entity_8,entity_17,9.0,10.0
-user_2,default,entity_8,entity_3,-7.0,10.0
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-user_2,default,entity_8,entity_5,-10.0,10.0
-user_2,default,entity_19,entity_7,9.0,10.0
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-user_2,default,entity_4,entity_14,10.0,10.0
-user_2,default,entity_4,entity_3,9.0,10.0
-user_2,default,entity_4,entity_8,8.0,10.0
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-user_2,default,entity_4,entity_5,-10.0,10.0
-user_2,default,entity_1,entity_9,10.0,10.0
-user_2,default,entity_1,entity_7,9.0,10.0
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-user_2,default,entity_15,entity_6,10.0,10.0
-user_2,default,entity_15,entity_9,9.0,10.0
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-user_2,default,entity_13,entity_10,10.0,10.0
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-user_2,default,entity_2,entity_10,10.0,10.0
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-user_2,default,entity_2,entity_3,10.0,10.0
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-user_2,default,entity_5,entity_16,10.0,10.0
-user_3,default,entity_9,entity_6,-10.0,10.0
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-user_4,default,entity_10,entity_5,-10.0,10.0
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-user_4,default,entity_17,entity_0,-8.0,10.0
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-user_9,default,entity_8,entity_9,-10.0,10.0
-user_9,default,entity_8,entity_17,5.0,10.0
-user_9,default,entity_8,entity_14,-7.0,10.0
-user_9,default,entity_8,entity_0,-7.0,10.0
-user_9,default,entity_8,entity_12,9.0,10.0
-user_9,default,entity_8,entity_3,4.0,10.0
-user_9,default,entity_8,entity_1,10.0,10.0
-user_9,default,entity_8,entity_5,9.0,10.0
-user_9,default,entity_8,entity_13,10.0,10.0
-user_9,default,entity_4,entity_9,-10.0,10.0
-user_9,default,entity_4,entity_15,-9.0,10.0
-user_9,default,entity_4,entity_14,-10.0,10.0
-user_9,default,entity_4,entity_8,-7.0,10.0
-user_9,default,entity_4,entity_16,10.0,10.0
-user_9,default,entity_4,entity_10,7.0,10.0
-user_9,default,entity_4,entity_1,6.0,10.0
-user_9,default,entity_4,entity_18,9.0,10.0
-user_9,default,entity_4,entity_13,10.0,10.0
-user_9,default,entity_12,entity_9,-10.0,10.0
-user_9,default,entity_12,entity_17,-9.0,10.0
-user_9,default,entity_12,entity_15,-10.0,10.0
-user_9,default,entity_12,entity_19,-9.0,10.0
-user_9,default,entity_12,entity_4,-6.0,10.0
-user_9,default,entity_12,entity_3,-10.0,10.0
-user_9,default,entity_12,entity_2,-10.0,10.0
-user_9,default,entity_12,entity_16,-4.0,10.0
-user_9,default,entity_12,entity_10,4.0,10.0
-user_9,default,entity_12,entity_1,9.0,10.0
-user_9,default,entity_12,entity_5,8.0,10.0
-user_9,default,entity_3,entity_9,-10.0,10.0
-user_9,default,entity_3,entity_17,6.0,10.0
-user_9,default,entity_3,entity_6,-10.0,10.0
-user_9,default,entity_3,entity_0,-9.0,10.0
-user_9,default,entity_3,entity_4,3.0,10.0
-user_9,default,entity_3,entity_2,-1.0,10.0
-user_9,default,entity_3,entity_16,6.0,10.0
-user_9,default,entity_3,entity_5,9.0,10.0
-user_9,default,entity_3,entity_13,10.0,10.0
-user_9,default,entity_2,entity_7,-10.0,10.0
-user_9,default,entity_2,entity_17,6.0,10.0
-user_9,default,entity_2,entity_6,-9.0,10.0
-user_9,default,entity_2,entity_15,-9.0,10.0
-user_9,default,entity_2,entity_14,5.0,10.0
-user_9,default,entity_2,entity_8,1.0,10.0
-user_9,default,entity_2,entity_4,10.0,10.0
-user_9,default,entity_2,entity_16,8.0,10.0
-user_9,default,entity_2,entity_1,10.0,10.0
-user_9,default,entity_2,entity_13,10.0,10.0
-user_9,default,entity_16,entity_9,-10.0,10.0
-user_9,default,entity_16,entity_17,-8.0,10.0
-user_9,default,entity_16,entity_6,-10.0,10.0
-user_9,default,entity_16,entity_15,-9.0,10.0
-user_9,default,entity_16,entity_8,-10.0,10.0
-user_9,default,entity_16,entity_10,-5.0,10.0
-user_9,default,entity_16,entity_1,6.0,10.0
-user_9,default,entity_16,entity_18,7.0,10.0
-user_9,default,entity_10,entity_9,-10.0,10.0
-user_9,default,entity_10,entity_6,-10.0,10.0
-user_9,default,entity_10,entity_0,-10.0,10.0
-user_9,default,entity_10,entity_19,-2.0,10.0
-user_9,default,entity_10,entity_8,-10.0,10.0
-user_9,default,entity_10,entity_3,-10.0,10.0
-user_9,default,entity_10,entity_2,-10.0,10.0
-user_9,default,entity_10,entity_18,9.0,10.0
-user_9,default,entity_10,entity_11,10.0,10.0
-user_9,default,entity_1,entity_0,-9.0,10.0
-user_9,default,entity_1,entity_3,-10.0,10.0
-user_9,default,entity_1,entity_10,-8.0,10.0
-user_9,default,entity_1,entity_5,9.0,10.0
-user_9,default,entity_1,entity_13,9.0,10.0
-user_9,default,entity_5,entity_15,-9.0,10.0
-user_9,default,entity_5,entity_14,-10.0,10.0
-user_9,default,entity_5,entity_0,-10.0,10.0
-user_9,default,entity_5,entity_4,-10.0,10.0
-user_9,default,entity_5,entity_2,-10.0,10.0
-user_9,default,entity_5,entity_16,-10.0,10.0
-user_9,default,entity_5,entity_10,-10.0,10.0
-user_9,default,entity_5,entity_18,-7.0,10.0
-user_9,default,entity_18,entity_15,-10.0,10.0
-user_9,default,entity_18,entity_14,-9.0,10.0
-user_9,default,entity_18,entity_19,-10.0,10.0
-user_9,default,entity_18,entity_8,-8.0,10.0
-user_9,default,entity_18,entity_12,-10.0,10.0
-user_9,default,entity_18,entity_3,-10.0,10.0
-user_9,default,entity_18,entity_2,-10.0,10.0
-user_9,default,entity_18,entity_1,-9.0,10.0
-user_9,default,entity_18,entity_11,-5.0,10.0
-user_9,default,entity_11,entity_9,-10.0,10.0
-user_9,default,entity_11,entity_17,-10.0,10.0
-user_9,default,entity_11,entity_6,-8.0,10.0
-user_9,default,entity_11,entity_8,-9.0,10.0
-user_9,default,entity_11,entity_4,-10.0,10.0
-user_9,default,entity_11,entity_12,-7.0,10.0
-user_9,default,entity_11,entity_3,-10.0,10.0
-user_9,default,entity_11,entity_2,-5.0,10.0
-user_9,default,entity_11,entity_16,0.0,10.0
-user_9,default,entity_11,entity_1,8.0,10.0
-user_9,default,entity_11,entity_5,7.0,10.0
-user_9,default,entity_11,entity_13,10.0,10.0
-user_9,default,entity_13,entity_9,-10.0,10.0
-user_9,default,entity_13,entity_15,-10.0,10.0
-user_9,default,entity_13,entity_0,-10.0,10.0
-user_9,default,entity_13,entity_19,-10.0,10.0
-user_9,default,entity_13,entity_12,-10.0,10.0
-user_9,default,entity_13,entity_16,-10.0,10.0
-user_9,default,entity_13,entity_10,-9.0,10.0
-user_9,default,entity_13,entity_5,-10.0,10.0
-user_9,default,entity_13,entity_18,-10.0,10.0
diff --git a/solidago/tests/pipeline/temp/4/criteria.csv b/solidago/tests/pipeline/temp/4/criteria.csv
deleted file mode 100644
index bee5398e56..0000000000
--- a/solidago/tests/pipeline/temp/4/criteria.csv
+++ /dev/null
@@ -1 +0,0 @@
-criterion_name
diff --git a/solidago/tests/pipeline/temp/4/directs.csv b/solidago/tests/pipeline/temp/4/directs.csv
deleted file mode 100644
index 8b13789179..0000000000
--- a/solidago/tests/pipeline/temp/4/directs.csv
+++ /dev/null
@@ -1 +0,0 @@
-
diff --git a/solidago/tests/pipeline/temp/4/entities.csv b/solidago/tests/pipeline/temp/4/entities.csv
deleted file mode 100644
index c5d992f352..0000000000
--- a/solidago/tests/pipeline/temp/4/entities.csv
+++ /dev/null
@@ -1,21 +0,0 @@
-entity_name,vector_index
-entity_0,0
-entity_1,1
-entity_2,2
-entity_3,3
-entity_4,4
-entity_5,5
-entity_6,6
-entity_7,7
-entity_8,8
-entity_9,9
-entity_10,10
-entity_11,11
-entity_12,12
-entity_13,13
-entity_14,14
-entity_15,15
-entity_16,16
-entity_17,17
-entity_18,18
-entity_19,19
diff --git a/solidago/tests/pipeline/temp/4/entity_vectors.csv b/solidago/tests/pipeline/temp/4/entity_vectors.csv
deleted file mode 100644
index eea198261a..0000000000
--- a/solidago/tests/pipeline/temp/4/entity_vectors.csv
+++ /dev/null
@@ -1,20 +0,0 @@
--2.521975074872345735e-01,-1.282082828254644369e+00,2.222517465186331642e-01,1.053600403906402416e+00,-6.338581435034277289e-01
--3.706021899672946041e-01,-4.635449705682646027e-01,-3.314525550952159283e-01,-5.903833863542030658e-01,-1.350039724023049503e+00
-1.380968129836236402e+00,-1.971753076402295912e+00,-9.270821945920779683e-01,3.437414502444052777e-01,1.011561741825198979e+00
--2.086008137046158062e-01,-2.832462909256118766e-01,4.947654298066867656e-02,-2.613120423442342743e-01,8.767424821475353625e-01
--4.828786860767878553e-01,-9.854184610505134501e-01,-4.726628155357138206e-01,9.626794392894910679e-02,1.229213395113698759e+00
-1.599877514151107460e+00,-3.994142762716402784e-01,-1.464183561460755456e+00,-1.383866279817662859e+00,2.125322152815615873e+00
--4.028697810483953812e-01,4.579062166073700757e-01,1.917284852939229678e+00,-6.801162405590277515e-01,-1.945739932289379248e-01
--5.805951715888869602e-01,-1.095916003322923382e+00,7.997555367606814514e-01,1.065699769460458191e+00,-1.873738437467704854e+00
-9.817106626077918285e-01,-2.359671164426468404e-01,1.836263187473167746e-01,1.978690014898948080e-01,-1.306538672323684036e+00
--3.108709155936916768e-01,-9.909132208147385379e-01,1.915251572767683763e+00,2.185848150801658285e+00,8.403339269975763914e-02
--1.178956020470712351e+00,1.156056062869268874e+00,-1.900018344786592595e-01,1.745444506417922481e+00,1.968719388660966407e+00
-1.672906428529284950e+00,-3.952594511531998811e-01,-9.980747882005427396e-01,-6.630500081023504855e-01,-9.634523745028505948e-02
--9.238073349289707137e-01,1.193368511068703564e+00,6.574641594463077610e-01,-3.396528512429178304e-02,-4.003929858812219078e-01
-6.493144797056059625e-01,1.378419554847237993e+00,-1.929795344802790025e+00,2.338735905692655437e-01,-3.004653067938269362e-01
--7.442297007400366926e-01,-3.412559945570481923e-01,1.345171248258439367e-01,1.869565519894851757e+00,5.705716334610017038e-02
--4.297667547457108550e-01,-1.227190147894526850e+00,7.739992586963450050e-01,-7.518707579395738083e-01,-1.137450804361505169e-01
-7.130867998080886450e-01,5.237060233433366713e-02,-3.862286410982296303e-01,-1.727198627361788141e-01,8.983490183938352969e-01
--1.963622081220333174e-02,2.426731978095983122e-01,4.228484666967025074e-01,-3.345393543894861210e-01,3.279391131716731800e-01
--2.768091581846741644e-01,1.133843323099500200e+00,5.018102535036363943e-01,-1.730337940366895255e+00,-2.073539378948809075e-01
-1.109174575047594313e+00,-2.128659035754274509e-01,-4.225174224597968431e-01,9.936837813309481460e-01,-1.082626177513735799e+00
diff --git a/solidago/tests/pipeline/temp/4/made_public.csv b/solidago/tests/pipeline/temp/4/made_public.csv
deleted file mode 100644
index b3f63b1dcd..0000000000
--- a/solidago/tests/pipeline/temp/4/made_public.csv
+++ /dev/null
@@ -1,131 +0,0 @@
-username,entity_name,public
-user_0,entity_6,True
-user_0,entity_3,True
-user_0,entity_9,True
-user_0,entity_17,True
-user_0,entity_18,True
-user_0,entity_1,True
-user_0,entity_4,True
-user_0,entity_16,True
-user_0,entity_14,True
-user_0,entity_12,True
-user_0,entity_8,True
-user_1,entity_18,True
-user_1,entity_5,True
-user_1,entity_3,True
-user_1,entity_6,True
-user_1,entity_2,True
-user_1,entity_16,True
-user_1,entity_1,True
-user_1,entity_8,True
-user_1,entity_9,True
-user_1,entity_4,True
-user_1,entity_7,True
-user_1,entity_19,True
-user_1,entity_13,True
-user_1,entity_12,True
-user_1,entity_14,True
-user_2,entity_9,True
-user_2,entity_10,True
-user_2,entity_12,True
-user_2,entity_17,True
-user_2,entity_3,True
-user_2,entity_0,True
-user_2,entity_8,True
-user_2,entity_19,True
-user_2,entity_1,True
-user_2,entity_15,True
-user_2,entity_13,True
-user_2,entity_16,True
-user_2,entity_11,True
-user_2,entity_5,True
-user_3,entity_6,True
-user_3,entity_9,True
-user_3,entity_14,True
-user_3,entity_4,True
-user_3,entity_10,True
-user_4,entity_10,True
-user_4,entity_5,True
-user_4,entity_13,True
-user_4,entity_2,True
-user_4,entity_1,True
-user_4,entity_3,True
-user_4,entity_16,True
-user_4,entity_19,True
-user_4,entity_11,True
-user_4,entity_4,True
-user_4,entity_14,True
-user_4,entity_0,True
-user_5,entity_2,True
-user_5,entity_0,True
-user_5,entity_19,True
-user_5,entity_11,True
-user_5,entity_1,True
-user_5,entity_16,True
-user_5,entity_7,True
-user_5,entity_17,True
-user_5,entity_3,True
-user_5,entity_14,True
-user_5,entity_12,True
-user_5,entity_8,True
-user_5,entity_9,True
-user_5,entity_15,True
-user_5,entity_6,True
-user_5,entity_13,True
-user_5,entity_10,True
-user_5,entity_18,True
-user_6,entity_8,True
-user_6,entity_13,True
-user_6,entity_19,True
-user_6,entity_5,True
-user_6,entity_16,True
-user_6,entity_1,True
-user_6,entity_2,True
-user_6,entity_7,True
-user_6,entity_18,True
-user_6,entity_17,True
-user_6,entity_14,True
-user_6,entity_0,True
-user_6,entity_12,True
-user_6,entity_3,True
-user_6,entity_4,True
-user_6,entity_10,True
-user_7,entity_18,True
-user_7,entity_4,True
-user_7,entity_16,True
-user_7,entity_6,True
-user_7,entity_3,True
-user_7,entity_15,True
-user_7,entity_9,True
-user_8,entity_11,True
-user_8,entity_18,True
-user_8,entity_13,True
-user_8,entity_5,True
-user_8,entity_0,True
-user_8,entity_16,True
-user_8,entity_6,True
-user_8,entity_10,True
-user_8,entity_9,True
-user_8,entity_14,True
-user_8,entity_12,True
-user_8,entity_8,True
-user_8,entity_3,True
-user_8,entity_2,True
-user_9,entity_9,True
-user_9,entity_7,True
-user_9,entity_17,True
-user_9,entity_6,True
-user_9,entity_15,True
-user_9,entity_14,True
-user_9,entity_0,True
-user_9,entity_19,True
-user_9,entity_8,True
-user_9,entity_4,True
-user_9,entity_12,True
-user_9,entity_3,True
-user_9,entity_2,True
-user_9,entity_1,True
-user_9,entity_5,True
-user_9,entity_18,True
-user_9,entity_11,True
-user_9,entity_13,True
diff --git a/solidago/tests/pipeline/temp/4/state.json b/solidago/tests/pipeline/temp/4/state.json
deleted file mode 100644
index 75964671dc..0000000000
--- a/solidago/tests/pipeline/temp/4/state.json
+++ /dev/null
@@ -1,93 +0,0 @@
-{
-    "users": [
-        "VectorUsers",
-        [
-            "tests/pipeline/saved_4/users.csv",
-            "tests/pipeline/saved_4/user_vectors.csv"
-        ]
-    ],
-    "entities": [
-        "VectorEntities",
-        [
-            "tests/pipeline/saved_4/entities.csv",
-            "tests/pipeline/saved_4/entity_vectors.csv"
-        ]
-    ],
-    "vouches": [
-        "Vouches",
-        "tests/pipeline/saved_4/vouches.csv"
-    ],
-    "made_public": [
-        "MadePublic",
-        "tests/pipeline/saved_4/made_public.csv"
-    ],
-    "assessments": [
-        "Assessments",
-        "tests/pipeline/saved_4/assessments.csv"
-    ],
-    "comparisons": [
-        "Comparisons",
-        "tests/pipeline/saved_4/comparisons.csv"
-    ],
-    "voting_rights": [
-        "VotingRights",
-        "tests/pipeline/saved_4/voting_rights.csv"
-    ],
-    "user_models": [
-        "UserModels",
-        {
-            "users": {
-                "user_0": [
-                    "DirectScoring",
-                    {}
-                ],
-                "user_1": [
-                    "DirectScoring",
-                    {}
-                ],
-                "user_2": [
-                    "DirectScoring",
-                    {}
-                ],
-                "user_3": [
-                    "DirectScoring",
-                    {}
-                ],
-                "user_4": [
-                    "DirectScoring",
-                    {}
-                ],
-                "user_5": [
-                    "DirectScoring",
-                    {}
-                ],
-                "user_6": [
-                    "DirectScoring",
-                    {}
-                ],
-                "user_7": [
-                    "DirectScoring",
-                    {}
-                ],
-                "user_8": [
-                    "DirectScoring",
-                    {}
-                ],
-                "user_9": [
-                    "DirectScoring",
-                    {}
-                ]
-            },
-            "dataframes": {
-                "directs": "tests/pipeline/saved_4/user_directs.csv"
-            },
-            "default_model_cls": "DirectScoring"
-        }
-    ],
-    "global_model": [
-        "DirectScoring",
-        {
-            "directs": "tests/pipeline/saved_4/directs.csv"
-        }
-    ]
-}
\ No newline at end of file
diff --git a/solidago/tests/pipeline/temp/4/user_directs.csv b/solidago/tests/pipeline/temp/4/user_directs.csv
deleted file mode 100644
index 3023527731..0000000000
--- a/solidago/tests/pipeline/temp/4/user_directs.csv
+++ /dev/null
@@ -1,162 +0,0 @@
-entity_name,criterion,score,left_unc,right_unc,username,depth
-entity_3,default,-0.8240690906840074,1.617431640625,1.617431640625,user_0,0
-entity_18,default,-3.148119270411768,4.791259765625,3.326416015625,user_0,0
-entity_17,default,3.6090976647728703,1.800537109375,1.922607421875,user_0,0
-entity_15,default,-7.4166872087542135,65.948486328125,4.547119140625,user_0,0
-entity_11,default,2.9379765288272432,1.861572265625,2.288818359375,user_0,0
-entity_12,default,-0.1361307989926276,2.593994140625,2.716064453125,user_0,0
-entity_8,default,3.3108391183076407,1.617431640625,2.166748046875,user_0,0
-entity_2,default,4.585239160083724,2.227783203125,4.180908203125,user_0,0
-entity_14,default,8.275475506126794,3.204345703125,25.238037109375,user_0,0
-entity_5,default,-2.536029584639432,3.021240234375,1.861572265625,user_0,0
-entity_6,default,-8.599828988156462,8.575439453125,2.593994140625,user_0,0
-entity_9,default,-1.3552714447589538,2.471923828125,1.983642578125,user_0,0
-entity_16,default,3.5650785350686207,2.105712890625,2.655029296875,user_0,0
-entity_1,default,0.8797002852973378,1.922607421875,2.166748046875,user_0,0
-entity_4,default,-3.1481192704117693,4.791259765625,3.326416015625,user_0,0
-entity_3,default,1.2595925052689205,2.471923828125,4.364013671875,user_1,0
-entity_18,default,16.864163777564883,2.655029296875,1000.0,user_1,0
-entity_17,default,2.6977339149837176,3.326416015625,9.490966796875,user_1,0
-entity_15,default,8.32098268679082,4.608154296875,1000.0,user_1,0
-entity_0,default,3.376690033132559,9.185791015625,1000.0,user_1,0
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-entity_5,default,2.033235860323398,1.495361328125,1.556396484375,user_5,0
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-entity_16,default,2.5970430718285655,1.434326171875,1.556396484375,user_5,0
-entity_1,default,-2.02653766574495,1.190185546875,1.190185546875,user_5,0
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-entity_3,default,-3.3117273940508,3.326416015625,2.227783203125,user_6,0
-entity_18,default,2.1511987453692107,6.500244140625,18.890380859375,user_6,0
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-entity_11,default,3.023209726871165,10.223388671875,1000.0,user_6,0
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-entity_8,default,8.027702855889405,2.227783203125,7.232666015625,user_6,0
-entity_10,default,-4.055287513297685,1000.0,7.659912109375,user_6,0
-entity_2,default,1.2789946120473241,3.326416015625,5.523681640625,user_6,0
-entity_13,default,10.614233359004988,2.960205078125,54.901123046875,user_6,0
-entity_14,default,-13.18472486895621,27.252197265625,2.471923828125,user_6,0
-entity_5,default,9.767159133268786,3.936767578125,1000.0,user_6,0
-entity_16,default,0.38113175138911953,3.204345703125,4.058837890625,user_6,0
-entity_1,default,5.588725333963116,2.716064453125,2.899169921875,user_6,0
-entity_4,default,-8.84275903882533,4.730224609375,2.960205078125,user_6,0
-entity_7,default,-2.4999748495331104,1.739501953125,1.739501953125,user_6,0
-entity_3,default,3.8968078877522796,1.922607421875,2.471923828125,user_7,0
-entity_18,default,-1.3510216084946811,2.166748046875,2.532958984375,user_7,0
-entity_17,default,-1.9641221415331058,1.983642578125,2.105712890625,user_7,0
-entity_15,default,7.934642375664597,2.716064453125,4.547119140625,user_7,0
-entity_12,default,-7.290578540734927,24.383544921875,3.448486328125,user_7,0
-entity_10,default,-5.068574766793401,8.270263671875,2.838134765625,user_7,0
-entity_2,default,-5.208505667146387,4.791259765625,2.105712890625,user_7,0
-entity_5,default,12.506793522089364,2.716064453125,74.676513671875,user_7,0
-entity_6,default,3.19029898433954,1.922607421875,1.861572265625,user_7,0
-entity_9,default,-8.307536189754376,49.530029296875,3.448486328125,user_7,0
-entity_16,default,-2.9784717282556556,1.861572265625,1.556396484375,user_7,0
-entity_4,default,4.6396740901112565,2.105712890625,3.997802734375,user_7,0
-entity_3,default,-4.0691729343135,3.753662109375,2.166748046875,user_8,0
-entity_18,default,-3.2943809000400104,2.227783203125,1.861572265625,user_8,0
-entity_0,default,-2.9331019302330534,1.800537109375,1.739501953125,user_8,0
-entity_19,default,8.943485229845674,4.302978515625,1000.0,user_8,0
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-entity_12,default,-3.5882510695454632,3.204345703125,4.119873046875,user_8,0
-entity_8,default,3.1246071486390505,2.960205078125,2.716064453125,user_8,0
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-entity_14,default,-8.018539357290885,1.739501953125,1.373291015625,user_9,0
-entity_13,default,27.21189666838,1.678466796875,213.897705078125,user_9,0
-entity_5,default,14.572140062091032,1.678466796875,5.767822265625,user_9,0
-entity_6,default,-9.037619597314935,1.922607421875,1.312255859375,user_9,0
-entity_16,default,6.423582150185334,1.251220703125,1.556396484375,user_9,0
-entity_4,default,1.4784411436344072,1.495361328125,1.739501953125,user_9,0
-entity_1,default,9.459045993948296,1.373291015625,2.105712890625,user_9,0
-entity_7,default,-15.414458660139374,8.758544921875,1.983642578125,user_9,0
diff --git a/solidago/tests/pipeline/temp/4/user_vectors.csv b/solidago/tests/pipeline/temp/4/user_vectors.csv
deleted file mode 100644
index db288b55a9..0000000000
--- a/solidago/tests/pipeline/temp/4/user_vectors.csv
+++ /dev/null
@@ -1,10 +0,0 @@
-5.056170714293955343e-02,4.999513332378289765e-01,-9.959089311068650696e-01,6.935985082913116440e-01,-4.183015200269100675e-01
-5.253338809552968725e-01,-7.473876772516389044e-01,7.498190408720963873e-01,-2.459814802607806605e+00,3.600369341430273429e-02
--1.105584043819400897e+00,8.378363539201327814e-01,2.087870868283118853e+00,9.148409578006827525e-01,-2.762033542650378926e-01
--1.455534327195564970e+00,5.561852229504220535e-01,5.097788545383666881e-01,3.004455429482275619e-01,2.476584161449852051e+00
--9.054381367344626064e-01,4.302713312584598437e-01,9.346500630468873583e-01,-3.461018722252412472e-01,-1.097121883549817545e+00
--4.859223085970668654e-01,1.038499982790806353e+00,1.507960005486658206e-01,-5.948670811473925069e-01,3.412832735382240190e-01
-2.032179325556450422e+00,4.258467130527436306e-01,-1.682964888858342611e+00,-4.338863792305111544e-01,-1.416227530235823151e+00
-4.829911053079091188e-01,5.548936469106448000e-01,-1.087829292188085217e+00,1.279115578627368688e+00,-2.056947806341335561e+00
--8.529512801266511124e-01,-1.104574614394972842e+00,-2.910957984262272924e-01,-8.909757321929944185e-01,3.863521297931748338e-02
--4.011768175804327208e-01,8.951043772209050786e-01,-1.495852364540012358e+00,-6.953969087564817464e-01,-1.194114414742737662e-01
diff --git a/solidago/tests/pipeline/temp/4/users.csv b/solidago/tests/pipeline/temp/4/users.csv
deleted file mode 100644
index d42e9f18a2..0000000000
--- a/solidago/tests/pipeline/temp/4/users.csv
+++ /dev/null
@@ -1,11 +0,0 @@
-username,is_trustworthy,is_pretrusted,n_expected_vouches,n_comparisons,n_comparisons_per_entity,multiplicator,engagement_bias,vector_index,trust_score
-user_0,True,True,0,30,4,0.9181492613149822,-1.584577235112124,0,0.9024037875688639
-user_1,True,True,1,39,4,0.6982261754998598,0.726129436047762,1,0.9268586397599643
-user_2,True,True,0,186,7,0.088461458053254,0.7965118987249309,2,0.8745107054486534
-user_3,True,False,0,20,7,2.613477018817276,0.3523433965480855,3,0.0491920434517448
-user_4,True,False,1,30,4,1.1353345812094566,-0.5281960691477324,4,0.0952096029139225
-user_5,True,False,16,319,2,1.0714387634108695,-0.4944235913278688,5,0.8176545941391095
-user_6,True,False,0,36,4,1.34724570123587,0.8798989957682123,6,0.06247896952114358
-user_7,False,False,0,32,5,0.4042086482657744,-0.853461495040861,7,0.0
-user_8,False,False,0,35,4,0.0538596147687552,-0.4808491425505797,8,0.0
-user_9,True,False,0,417,11,1.0784986241026198,-1.0448237038820016,9,0.14346992098005368
diff --git a/solidago/tests/pipeline/temp/4/voting_rights.csv b/solidago/tests/pipeline/temp/4/voting_rights.csv
deleted file mode 100644
index 8b13789179..0000000000
--- a/solidago/tests/pipeline/temp/4/voting_rights.csv
+++ /dev/null
@@ -1 +0,0 @@
-
diff --git a/solidago/tests/pipeline/temp/4/vouches.csv b/solidago/tests/pipeline/temp/4/vouches.csv
deleted file mode 100644
index a3dc8b9149..0000000000
--- a/solidago/tests/pipeline/temp/4/vouches.csv
+++ /dev/null
@@ -1,10 +0,0 @@
-by,to,kind,weight,priority
-user_4,user_5,Personhood,0.5787889611254664,0
-user_1,user_5,Personhood,0.916998924930811,0
-user_5,user_4,Personhood,0.6635263423813762,0
-user_5,user_0,Personhood,0.7136634176806513,0
-user_5,user_3,Personhood,0.3428248376932258,0
-user_5,user_2,Personhood,0.5192734171919486,0
-user_5,user_6,Personhood,0.43542290749392176,0
-user_5,user_1,Personhood,0.8840920102933965,0
-user_5,user_9,Personhood,0.9998578819376587,0