{"id":"W6940013818","doi":"10.6084/m9.figshare.c.6125449","title":"Rivalries for attention: insights from a realist evaluation of a postgraduate competency-based medical education implementation in Canada","year":2022,"lang":"en","type":"other","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Context (archaeology); Adaptation (eye); Process (computing); Program evaluation; Data collection; Focus group; Higher education","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":[0.03399356,0.0005402201,0.0007281972,0.001903672,0.01426208,0.005772403,0.00359021,0.001650441,0.001952234],"category_scores_gemma":[0.05983087,0.0007154795,0.0005892877,0.003140924,0.006796189,0.002145743,0.005804169,0.003112137,0.0001771458],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1696938,"about_ca_system_score_gemma":0.1960524,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8820015,"about_ca_topic_score_gemma":0.954165,"domain_scores_codex":[0.9564401,0.02128476,0.001513185,0.001763498,0.01107659,0.007921879],"domain_scores_gemma":[0.9299082,0.02292588,0.004562187,0.001912149,0.03053681,0.01015478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001484781,0.005284376,0.113577,0.001690503,0.0002544864,0.00233479,0.7090111,0.003115491,0.00402179,0.005492873,0.01130506,0.1424277],"study_design_scores_gemma":[0.0003837945,0.004367797,0.2272934,0.001180251,0.0001930245,0.0001536781,0.7189465,0.004293807,0.003142721,0.001039448,0.03874732,0.0002583419],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9892749,0.0002076531,0.0007002473,0.002556317,0.00003367783,0.0009116055,0.0001874945,0.00002881514,0.00609917],"genre_scores_gemma":[0.9955396,0.0001875122,0.001623925,0.0007098009,0.00001230589,0.0004299701,0.0001029107,0.00001916373,0.001374774],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.1696938,"threshold_uncertainty_score":0.9630376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03461227067887729,"score_gpt":0.2847900927566566,"score_spread":0.2501778220777793,"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."}}