**most** comments, might do something with polymorphic variants so that types are more truthful next, but might not

packages/squiggle-lang/src/rescript/Distributions/DistributionOperation.res

@@ -278,14 +278,6 @@ module Constructors = {
       C.LogScore.distEstimateScalarAnswer(estimate, answer)->run(~env)->toFloatR
     let distEstimateScalarAnswerWithPrior = (~env, estimate, answer, prior) =>
       C.LogScore.distEstimateScalarAnswerWithPrior(estimate, answer, prior)->run(~env)->toFloatR
-    let scalarEstimateDistAnswer = (~env, estimate, answer) =>
-      C.LogScore.scalarEstimateDistAnswer(estimate, answer)->run(~env)->toFloatR
-    let scalarEstimateDistAnswerWithPrior = (~env, estimate, answer, prior) =>
-      C.LogScore.scalarEstimateDistAnswerWithPrior(estimate, answer, prior)->run(~env)->toFloatR
-    let scalarEstimateScalarAnswer = (~env, estimate, answer) =>
-      C.LogScore.scalarEstimateScalarAnswer(estimate, answer)->run(~env)->toFloatR
-    let scalarEstimateScalarAnswerWithPrior = (~env, estimate, answer, prior) =>
-      C.LogScore.scalarEstimateScalarAnswerWithPrior(estimate, answer, prior)->run(~env)->toFloatR
   }
   let toPointSet = (~env, dist) => C.toPointSet(dist)->run(~env)->toDistR
   let toSampleSet = (~env, dist, n) => C.toSampleSet(dist, n)->run(~env)->toDistR

packages/squiggle-lang/src/rescript/Distributions/DistributionOperation.resi

@@ -83,24 +83,6 @@ module Constructors: {
       float,
       DistributionTypes.DistributionOperation.genericDistOrScalar,
     ) => result<float, error>
-    @genType
-    let scalarEstimateDistAnswer: (~env: env, float, genericDist) => result<float, error>
-    @genType
-    let scalarEstimateDistAnswerWithPrior: (
-      ~env: env,
-      float,
-      genericDist,
-      DistributionTypes.DistributionOperation.genericDistOrScalar,
-    ) => result<float, error>
-    @genType
-    let scalarEstimateScalarAnswer: (~env: env, float, float) => result<float, error>
-    @genType
-    let scalarEstimateScalarAnswerWithPrior: (
-      ~env: env,
-      float,
-      float,
-      DistributionTypes.DistributionOperation.genericDistOrScalar,
-    ) => result<float, error>
   }
   @genType
   let toPointSet: (~env: env, genericDist) => result<genericDist, error>

packages/squiggle-lang/src/rescript/Distributions/DistributionTypes.res

@@ -194,22 +194,6 @@ module Constructors = {
         ToScore(LogScore(Score_Scalar(answer), Some(prior))),
         estimate,
       )
-      let scalarEstimateDistAnswer = (estimate, answer): t => FromFloat(
-        ToScore(LogScore(Score_Dist(answer), None)),
-        estimate,
-      )
-      let scalarEstimateDistAnswerWithPrior = (estimate, answer, prior): t => FromFloat(
-        ToScore(LogScore(Score_Dist(answer), Some(prior))),
-        estimate,
-      )
-      let scalarEstimateScalarAnswer = (estimate, answer): t => FromFloat(
-        ToScore(LogScore(Score_Scalar(answer), None)),
-        estimate,
-      )
-      let scalarEstimateScalarAnswerWithPrior = (estimate, answer, prior): t => FromFloat(
-        ToScore(LogScore(Score_Scalar(answer), Some(prior))),
-        estimate,
-      )
     }
     let scaleMultiply = (dist, n): t => FromDist(ToDist(Scale(#Multiply, n)), dist)
     let scalePower = (dist, n): t => FromDist(ToDist(Scale(#Power, n)), dist)

packages/squiggle-lang/src/rescript/Distributions/GenericDist.res

@@ -160,7 +160,7 @@ module Score = {
     switch (esti, answ, prior') {
     | (Score_Dist(esti'), Score_Dist(answ'), None) =>
       twoDists(~toPointSetFn, esti', answ')->E.R2.fmap(((esti'', answ'')) =>
-        {estimate: esti'', answer: answ'', prior: None}->PointSetDist_Scoring.DistEstimateDistAnswer
+        {estimate: esti'', answer: answ'', prior: None}->PointSetDist_Scoring.DistAnswer
       )
     | (Score_Dist(esti'), Score_Dist(answ'), Some(Ok(PSDist(prior'')))) =>
       twoDists(~toPointSetFn, esti', answ')->E.R2.fmap(((esti'', answ'')) =>
@@ -168,7 +168,7 @@ module Score = {
           estimate: esti'',
           answer: answ'',
           prior: Some(prior''),
-        }->PointSetDist_Scoring.DistEstimateDistAnswer
+        }->PointSetDist_Scoring.DistAnswer
       )
     | (Score_Dist(_), _, Some(Ok(PSScalar(_)))) => DistributionTypes.Unreachable->Error
     | (Score_Dist(esti'), Score_Scalar(answ'), None) =>
@@ -177,7 +177,7 @@ module Score = {
           estimate: esti'',
           answer: answ',
           prior: None,
-        }->PointSetDist_Scoring.DistEstimateScalarAnswer
+        }->PointSetDist_Scoring.ScalarAnswer
       )
     | (Score_Dist(esti'), Score_Scalar(answ'), Some(Ok(PSDist(prior'')))) =>
       toPointSetFn(esti')->E.R2.fmap(esti'' =>
@@ -185,7 +185,7 @@ module Score = {
           estimate: esti'',
           answer: answ',
           prior: Some(prior''),
-        }->PointSetDist_Scoring.DistEstimateScalarAnswer
+        }->PointSetDist_Scoring.ScalarAnswer
       )
     | (Score_Scalar(_), Score_Dist(_), None) => NotYetImplemented->Error
     | (Score_Scalar(_), Score_Dist(_), Some(Ok(PSScalar(_)))) => NotYetImplemented->Error

packages/squiggle-lang/src/rescript/Distributions/PointSetDist/PointSetDist_Scoring.res

@@ -4,8 +4,8 @@ type scalar = float
 type score = float
 type abstractScoreArgs<'a, 'b> = {estimate: 'a, answer: 'b, prior: option<'a>}
 type scoreArgs =
-  | DistEstimateDistAnswer(abstractScoreArgs<pointSetDist, pointSetDist>)
-  | DistEstimateScalarAnswer(abstractScoreArgs<pointSetDist, scalar>)
+  | DistAnswer(abstractScoreArgs<pointSetDist, pointSetDist>)
+  | ScalarAnswer(abstractScoreArgs<pointSetDist, scalar>)
 
 let logFn = Js.Math.log // base e
 let minusScaledLogOfQuotient = (~esti, ~answ): result<float, Operation.Error.t> => {
@@ -139,12 +139,11 @@ let logScore = (args: scoreArgs, ~combineFn, ~integrateFn, ~toMixedFn): result<
   Operation.Error.t,
 > =>
   switch args {
-  | DistEstimateDistAnswer({estimate, answer, prior: None}) =>
+  | DistAnswer({estimate, answer, prior: None}) =>
     WithDistAnswer.sum(~estimate, ~answer, ~integrateFn, ~combineFn, ~toMixedFn)
-  | DistEstimateDistAnswer({estimate, answer, prior: Some(prior)}) =>
+  | DistAnswer({estimate, answer, prior: Some(prior)}) =>
     WithDistAnswer.sumWithPrior(~estimate, ~answer, ~prior, ~integrateFn, ~combineFn, ~toMixedFn)
-  | DistEstimateScalarAnswer({estimate, answer, prior: None}) =>
-    WithScalarAnswer.score(~estimate, ~answer)
-  | DistEstimateScalarAnswer({estimate, answer, prior: Some(prior)}) =>
+  | ScalarAnswer({estimate, answer, prior: None}) => WithScalarAnswer.score(~estimate, ~answer)
+  | ScalarAnswer({estimate, answer, prior: Some(prior)}) =>
     WithScalarAnswer.scoreWithPrior(~estimate, ~answer, ~prior)
   }