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ResearchFormerly WizWand

Instructional Quality Prediction Correlation on Realistic Pedagogical Discourse Settings

0.345Correlation (r)APV
-0.020040.074730.16950.26427Jul 2, 2026
Updated 4mo ago

Evaluation results

MethodLinks
APVPrompt Condition=Direct, First-Person, Steering=Default2026.070.345
APVPrompt Condition=Direct, User, Steering=Default2026.070.331
GPT-4oPrompt Condition=Direct, User, Steering=Steering2026.070.312
APVPrompt Condition=CoT, First-Person, Steering=Default2026.070.301
APVPrompt Condition=CoT, User, Steering=Default2026.070.287
Claude 3.5Prompt Condition=Direct, User, Steering=Steering2026.070.283
GPT-4oPrompt Condition=Direct, First-Person, Steering=Steering2026.070.234
Claude 3.5Prompt Condition=CoT, First-Person, Steering=Steering2026.070.215
Claude 3.5Prompt Condition=CoT, User, Steering=Steering2026.070.214
Claude 3.5Prompt Condition=Direct, First-Person, Steering=Steering2026.070.2
Claude 3.5Prompt Condition=CoT, User, Steering=Default2026.070.19
GPT-4oPrompt Condition=CoT, User, Steering=Steering2026.070.143
GPT-4oPrompt Condition=CoT, First-Person, Steering=Steering2026.070.137
GPT-4oPrompt Condition=Direct, First-Person, Steering=Default2026.070.121
Claude 3.5Prompt Condition=Direct, User, Steering=Default2026.070.119
Claude 3.5Prompt Condition=Direct, First-Person, Steering=Default2026.070.094
Claude 3.5Prompt Condition=CoT, First-Person, Steering=Default2026.070.033
GPT-4oPrompt Condition=CoT, First-Person, Steering=Default2026.070.024
GPT-4oPrompt Condition=CoT, User, Steering=Default2026.070.008
GPT-4oPrompt Condition=Direct, User, Steering=Default2026.07-0.006