Readers v14: v14b in slot b, so all four reading models are trained with SynSQL-2.5M's databases; the choice over both re-scorers refitted on their pool, threshold 0.0862

readers/choice.json

@@ -1,18 +1,18 @@
 {
  "calibration": {
-  "choice_cross_validated": 738,
-  "pool": 869,
+  "choice_cross_validated": 734,
+  "pool": 865,
   "questions": 1035,
   "readers": 4,
-  "rescorer_alone": 691
+  "rescorer_alone": 685
  },
  "coef": [
-  0.22779428873934443,
-  0.19869365471350192,
-  -0.05374552060911524,
-  -0.394963792059377,
-  0.8911794803536429,
-  0.13388678073999782
+  0.2152887149555456,
+  0.21051980600773687,
+  0.3248892014544305,
+  -0.07945837102120888,
+  0.7014739734689849,
+  -0.0754918469748226
  ],
  "features": [
   "rescorer_a_logit",
@@ -22,7 +22,7 @@
   "readers_share",
   "empty"
  ],
- "intercept": -0.8281367193417324,
+ "intercept": -0.7039032072758181,
  "matched": {
   "answered": 1021,
   "baseline_wrong": 294,
@@ -30,5 +30,5 @@
   "right": 727,
   "wrong": 294
  },
- "threshold": 0.082
+ "threshold": 0.0862
 }

readers/stage2_b/model.pt

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:aaf34c22db77feb9d4f88f039a0990949eaaeb5814f6e874d9685695c38cfa77
+oid sha256:f67fe7ee4c0d2eabe1472e4c7a55b597222f5132a29d6778d041b92fe7cf2203
 size 1124924775