{"id":"W1870185552","doi":"10.36834/cmej.36666","title":"Promoting Faculty Scholarship – An evaluation of a program for busy clinician-educators","year":2015,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Health Resources and Services Administration; York University; Strong","keywords":"Scholarship; Medical education; Coaching; Psychology; Grant writing; Medicine; Political science; Library science; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01148795,0.0001048073,0.0001571674,0.0002464043,0.0001347925,0.00005116754,0.0003209952,0.000249294,0.003096965],"category_scores_gemma":[0.0247029,0.00009702059,0.00004974974,0.0002113014,0.00005653409,0.0001453723,0.000006497008,0.0005573645,0.00002938808],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006393255,"about_ca_system_score_gemma":0.06582486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00151402,"about_ca_topic_score_gemma":0.001494531,"domain_scores_codex":[0.9974582,0.0003673274,0.0005691745,0.0002106292,0.000970829,0.0004238526],"domain_scores_gemma":[0.9910778,0.00004840857,0.0002778052,0.0001563658,0.001274868,0.007164694],"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":[0.00001057204,0.0003102135,0.009135035,0.00001153907,0.00003750269,0.000001134506,0.01420407,6.773678e-7,0.000001422061,0.0003607702,0.07068377,0.9052433],"study_design_scores_gemma":[0.003290391,0.0006404212,0.04969868,0.0005696798,0.0001725709,0.0003483508,0.04356633,0.0006118094,0.00005207797,0.005181858,0.8954476,0.0004202256],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9736677,0.00036377,0.00002230322,0.009533836,0.01280997,0.0006562815,0.000006823356,0.00001887976,0.002920384],"genre_scores_gemma":[0.9905636,0.000003881375,0.003202021,0.002691343,0.002467618,0.0003576354,0.00009100389,0.00002345487,0.0005994741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9048231,"threshold_uncertainty_score":0.9978144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2062468938769387,"score_gpt":0.508597797768087,"score_spread":0.3023509038911483,"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."}}