{"id":"W2060787190","doi":"10.1097/01.acm.0000225223.45701.da","title":"Creative Professional Activity: An Additional Platform for Promotion of Faculty","year":2006,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Promotion (chess); Professional development; Medical education; Psychology; Medicine; Political 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02372441,0.0005088489,0.000566068,0.006528123,0.009674519,0.01319301,0.001663722,0.003592775,0.01422689],"category_scores_gemma":[0.05880529,0.000556989,0.0007206694,0.003161812,0.008160681,0.005507545,0.01547153,0.004187386,0.005226865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004185741,"about_ca_system_score_gemma":0.0157152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002459467,"about_ca_topic_score_gemma":0.006227687,"domain_scores_codex":[0.9743814,0.009248622,0.002023163,0.001136199,0.01068524,0.002525321],"domain_scores_gemma":[0.8820165,0.03647177,0.01042125,0.01787124,0.02650164,0.02671745],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003402749,0.001145644,0.03185575,0.0006622882,0.00003287251,0.001118305,0.04141346,0.0004601092,0.009229175,0.2152203,0.1406684,0.5578535],"study_design_scores_gemma":[0.0001784678,0.0008210089,0.06650943,0.0006719527,0.00004154923,0.002281804,0.01830677,0.003577395,0.006190062,0.04354098,0.8574992,0.0003812675],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.1666123,0.0010267,0.06673571,0.04993566,0.005870308,0.003339725,0.0005523665,0.004672756,0.7012545],"genre_scores_gemma":[0.8121236,0.00027797,0.06815229,0.004145754,0.002481117,0.001789054,0.0003393651,0.0007196288,0.1099712],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9762756,"threshold_uncertainty_score":0.1254681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2945882915757052,"score_gpt":0.5308664611063504,"score_spread":0.2362781695306452,"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."}}