{"id":"W2807722510","doi":"10.3138/jvme.0117-014r1","title":"Think Subscores Are a Helpful Form of Feedback? Think Again","year":2018,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Student Assessment and Feedback","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Medical education; Engineering ethics; Medicine; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02589454,0.0008066534,0.00115605,0.001879103,0.0009131395,0.002926943,0.0008498301,0.001556346,0.01397349],"category_scores_gemma":[0.2276297,0.0004753511,0.0006845314,0.001612102,0.002229122,0.007116579,0.001255819,0.003158373,0.006489723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008427323,"about_ca_system_score_gemma":0.001778035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001635272,"about_ca_topic_score_gemma":0.00411817,"domain_scores_codex":[0.9755242,0.01534426,0.002055316,0.0006064394,0.005889965,0.0005798297],"domain_scores_gemma":[0.8327407,0.1030722,0.01708899,0.01268872,0.02936259,0.005046849],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005603943,0.0006007044,0.0379697,0.001611891,0.0001421271,0.0003148728,0.01228754,0.0002869777,0.003711416,0.006401949,0.1435964,0.7925161],"study_design_scores_gemma":[0.0004281263,0.003868885,0.1997956,0.01221326,0.0004307489,0.005131896,0.05621767,0.005223568,0.01542669,0.1164445,0.5838351,0.0009839145],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3347526,0.0129282,0.1457699,0.2939928,0.01530108,0.001152297,0.002468373,0.01173833,0.1818964],"genre_scores_gemma":[0.7946401,0.007389601,0.1536799,0.02127803,0.001718828,0.001193669,0.0006007245,0.001460323,0.01803884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9741055,"threshold_uncertainty_score":0.1369451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06954159974503704,"score_gpt":0.4199444108740623,"score_spread":0.3504028111290252,"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."}}