{"id":"W6901949696","doi":"10.6084/m9.figshare.20408251","title":"Additional file 1 of Rivalries for attention: insights from a realist evaluation of a postgraduate competency-based medical education implementation in Canada","year":2022,"lang":"en","type":"article","venue":"Open MIND","topic":"Human-Animal Interaction Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Higher education; Government (linguistics); Qualitative research; Field (mathematics); MEDLINE","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004829811,0.0004077441,0.0007493975,0.00270703,0.003814436,0.00249545,0.002213162,0.0009313835,0.6409923],"category_scores_gemma":[0.09750032,0.0003944146,0.0007068864,0.006405123,0.0007411399,0.002370969,0.001566889,0.001459472,0.0328702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01680904,"about_ca_system_score_gemma":0.04246389,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7643231,"about_ca_topic_score_gemma":0.8540902,"domain_scores_codex":[0.9966518,0.0007704785,0.000357556,0.0002536418,0.001436953,0.0005295068],"domain_scores_gemma":[0.8838803,0.0684884,0.004331067,0.002959865,0.03693652,0.003403874],"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":[0.000306949,0.0001939327,0.009126648,0.001138857,0.00002539692,0.00005826339,0.001540381,0.0003214134,0.00002351339,0.001283596,0.966777,0.01920393],"study_design_scores_gemma":[0.00415067,0.0004664608,0.267938,0.006528311,0.0002487738,0.0002575708,0.02658955,0.002421224,0.0004801758,0.007622062,0.6829536,0.0003435683],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.005846001,0.00007570942,0.00028696,0.002265077,0.00005945731,0.001187262,0.9698263,0.000164756,0.02028842],"genre_scores_gemma":[0.2402387,0.000933576,0.009689664,0.003893094,0.0001756703,0.02556627,0.5853648,0.0007331399,0.133405],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3590077,"threshold_uncertainty_score":0.5120808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04130736103978722,"score_gpt":0.3934649162033848,"score_spread":0.3521575551635975,"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."}}