{"id":"W2037773506","doi":"10.1097/00001888-200009000-00009","title":"Scholarship in Teaching","year":2000,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":191,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Memorial University of Newfoundland; University of Toronto","funders":"","keywords":"Scholarship; Promotion (chess); Sociology; Educational research; Work (physics); Psychology; Medical education; Engineering ethics; Pedagogy; Public relations; Medicine; Political science; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002015426,0.0001183073,0.0002632878,0.0003088074,0.00005892455,0.000002007171,0.000148949,0.0002465525,0.005284528],"category_scores_gemma":[0.003202315,0.0000932102,0.00001726332,0.0005671182,0.0001556956,0.000129459,0.00001143534,0.0024475,0.0003106016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001560483,"about_ca_system_score_gemma":0.00008472183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004848733,"about_ca_topic_score_gemma":9.454142e-7,"domain_scores_codex":[0.9984134,0.00007034666,0.0005293623,0.0002408977,0.0004649155,0.0002810832],"domain_scores_gemma":[0.9994528,0.00007742808,0.00005220482,0.0002725282,0.00004584264,0.00009919637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001009017,0.00004580026,0.1001576,0.00008891676,0.00001665781,0.00003974592,0.006040571,0.000003420239,0.002803047,0.006552882,0.06335951,0.8207909],"study_design_scores_gemma":[0.006311203,0.000419947,0.3492149,0.003448858,0.0001102167,0.0005280211,0.002430024,0.0008628538,0.0003742719,0.01083523,0.6251199,0.0003445953],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9057202,0.0005400655,0.00007988745,0.03953801,0.0002655952,0.0002415422,1.831824e-7,0.0000719652,0.05354255],"genre_scores_gemma":[0.9693538,0.0003163944,0.0007819002,0.01809401,0.001238204,0.00002596702,0.00003770348,0.0000190945,0.01013295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8204463,"threshold_uncertainty_score":0.9998539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03874370608843935,"score_gpt":0.4075622552774415,"score_spread":0.3688185491890021,"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."}}