{"id":"W2901986400","doi":"10.1097/acm.0000000000002453","title":"In Reply to Morris","year":2018,"lang":"en","type":"letter","venue":"Academic Medicine","topic":"Innovative Education and Learning Practices","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Sociocultural evolution; Social learning; Learning theory; Epistemology; Psychology; Subject (documents); Sociology; Pedagogy; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005737513,0.001399128,0.001912011,0.001203146,0.005150717,0.005686511,0.003630598,0.02718127,0.01576185],"category_scores_gemma":[0.06637152,0.001068488,0.001521938,0.001107349,0.004287929,0.009342584,0.004442935,0.06094947,0.008265053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003610413,"about_ca_system_score_gemma":0.006630806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005819314,"about_ca_topic_score_gemma":0.00655349,"domain_scores_codex":[0.9942585,0.001679919,0.0005371943,0.001101622,0.001696185,0.0007265584],"domain_scores_gemma":[0.9772227,0.009912026,0.001477059,0.0007142463,0.006538522,0.00413541],"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":[0.00001709282,0.000007650481,0.0001046101,0.00003813006,0.00000480002,0.0002432112,0.0001504307,0.000010613,0.00003107135,0.0006959202,0.9964725,0.00222386],"study_design_scores_gemma":[0.00003157871,0.00004230501,0.0004767267,0.0004229524,0.00001791797,0.00151238,0.001587945,0.00009768992,0.0001978783,0.003088789,0.9924453,0.00007855665],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001579417,0.00285854,0.00008279844,0.9458072,0.05013162,0.000009243446,0.00003858796,0.00005050446,0.0008635809],"genre_scores_gemma":[0.001739021,0.001433229,0.0001463304,0.9735619,0.0180649,0.00004273334,0.00002054394,0.00005543073,0.004935889],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02718127,"threshold_uncertainty_score":0.05272865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1433248367614975,"score_gpt":0.4859755246110685,"score_spread":0.342650687849571,"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."}}