{"id":"W1488794702","doi":"10.1002/9781118269558.app5","title":"Appendix 5: Student Survey Questionnaire","year":2007,"lang":"en","type":"other","venue":"","topic":"Student Assessment and Feedback","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics education; Psychology; Computer science; Medical education; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009096171,0.0008676035,0.001068506,0.003918046,0.00101537,0.001855379,0.001082948,0.00149155,0.2679368],"category_scores_gemma":[0.03173016,0.0005676464,0.0003447421,0.004077491,0.0003610253,0.001488037,0.001356513,0.001656824,0.1208378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002147553,"about_ca_system_score_gemma":0.003147704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002928156,"about_ca_topic_score_gemma":0.003581825,"domain_scores_codex":[0.9947261,0.001910202,0.001160285,0.0002626233,0.001393873,0.0005468437],"domain_scores_gemma":[0.9711076,0.01137641,0.00185372,0.001683768,0.01224053,0.001737943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002579126,0.002053089,0.00927131,0.000602807,0.00001234223,0.00006827836,0.0008817393,0.000548456,0.0002509913,0.00173212,0.8980486,0.0862724],"study_design_scores_gemma":[0.0007017083,0.001153542,0.1076338,0.0009192964,0.00002396828,0.000279702,0.006009546,0.002207041,0.001279028,0.0040868,0.8755655,0.0001400223],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.06127954,0.0002883298,0.01581788,0.006471619,0.001283342,0.09455939,0.637719,0.005476108,0.1771047],"genre_scores_gemma":[0.1630973,0.001384369,0.05424076,0.005524999,0.000382367,0.2355432,0.3668391,0.0008458301,0.1721421],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2679368,"threshold_uncertainty_score":0.8963377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03829568070605267,"score_gpt":0.401047403441031,"score_spread":0.3627517227349783,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}