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Counterfactual Student Writing Evaluation on CLASSE (val)

2.58Per-side Likert (GM)Gumber Machine
1.73761.95632.1752.3937May 26, 2026

Evaluation results

MethodLinks
Gumber MachineDimension=Score Improvement2026.052.58—0.41835017244
Gumber MachineDimension=Utility2026.052.43—0.7588530.497547
Gumber MachineDimension=Similarity2026.051.77—0.0364620.02——
Minimal-EditDimension=Score Improvement2026.05—2.64——————
Minimal-EditDimension=Similarity2026.05—1.67——————
Minimal-EditDimension=Utility2026.05—2.46——————