{"id":"W3215418702","doi":"10.1136/leader-2021-000508","title":"Learning while leading: a realist evaluation of an academic leadership programme","year":2021,"lang":"en","type":"article","venue":"BMJ Leader","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Regional Municipality of Waterloo; McMaster University; University of Toronto","funders":"","keywords":"Political science; Sociology; Engineering ethics; Mathematics education; Psychology; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0330625,0.000910472,0.0008201298,0.001109824,0.001827359,0.002517303,0.001915443,0.001203848,0.00627228],"category_scores_gemma":[0.03992851,0.0004106763,0.001232397,0.0008137274,0.0015221,0.001421234,0.003366545,0.001951017,0.0009826205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005099995,"about_ca_system_score_gemma":0.009042279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002163498,"about_ca_topic_score_gemma":0.005381223,"domain_scores_codex":[0.9687303,0.02360198,0.001214928,0.000910983,0.003848888,0.001692861],"domain_scores_gemma":[0.9687687,0.01374368,0.002476591,0.001744322,0.005857549,0.007409059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.03794542,0.1829435,0.0200549,0.0061478,0.0006425122,0.0004798555,0.02257851,0.003894654,0.002942762,0.001703055,0.009694214,0.7109728],"study_design_scores_gemma":[0.08344179,0.6079678,0.1615967,0.004356654,0.00110789,0.0004550643,0.02828304,0.005708807,0.01207797,0.002950767,0.09157733,0.0004762094],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9624227,0.0006604443,0.003515847,0.001477597,0.0004891704,0.01819582,0.0009785839,0.0002519397,0.01200784],"genre_scores_gemma":[0.9442801,0.0009792708,0.01887087,0.001020524,0.0003880756,0.0282213,0.001049982,0.00009046191,0.005099333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0330625,"threshold_uncertainty_score":0.1748533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4100126575313284,"score_gpt":0.4529377751608648,"score_spread":0.04292511762953638,"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."}}