{"id":"W3122460979","doi":"10.1139/facets-2020-0044","title":"Academic criteria for promotion and tenure in faculties of medicine: a cross-sectional study of the Canadian U15 universities","year":2021,"lang":"en","type":"article","venue":"FACETS","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; McGill University; Ottawa Hospital","funders":"","keywords":"Promotion (chess); Reputation; Incentive; Guideline; Medical education; Publishing; Psychology; Public relations; Medicine; Political science; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008807774,0.0003291496,0.0005576475,0.004818445,0.004852971,0.00265831,0.002154703,0.0007090357,0.001987967],"category_scores_gemma":[0.02151007,0.0004221836,0.0004945782,0.008069171,0.001981977,0.0009562629,0.001999688,0.0008300589,0.0002221152],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02561297,"about_ca_system_score_gemma":0.05132598,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9010007,"about_ca_topic_score_gemma":0.9439352,"domain_scores_codex":[0.9925116,0.0006839077,0.0006556994,0.0005937591,0.004080938,0.001474054],"domain_scores_gemma":[0.9716792,0.002745005,0.008786735,0.0007413935,0.01018717,0.005860528],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000242423,0.00002584395,0.994439,0.00003881346,0.00001472424,0.00002310067,0.002351891,0.00001711475,0.00006774541,0.00009507779,0.0004185734,0.002483946],"study_design_scores_gemma":[0.000002157238,0.00002906146,0.9935917,0.00004149338,0.000007739733,0.00004470156,0.005179544,0.00006786531,0.00004602448,0.00002267057,0.0009559765,0.00001103825],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959475,0.0005355805,0.0001122009,0.0003922066,0.00001354156,0.0001326809,0.0007431067,0.000008166763,0.002115023],"genre_scores_gemma":[0.9986984,0.0002602127,0.0003455606,0.00009073984,0.000006152716,0.00004137549,0.000283199,0.000003192644,0.0002711772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9911922,"threshold_uncertainty_score":0.1991646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2099829948221246,"score_gpt":0.4868305454698552,"score_spread":0.2768475506477306,"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."}}