{"id":"W4381480816","doi":"10.1136/leader-2022-000733","title":"Five hats of effective leaders: teacher, mentor, coach, supervisor and sponsor","year":2023,"lang":"en","type":"article","venue":"BMJ Leader","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Supervisor; Coaching; Conversation; Psychology; Perspective (graphical); Reflection (computer programming); Pedagogy; Public relations; Medical education; Management; Political science; Computer science; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008675039,0.0001777933,0.0002839821,0.0001619378,0.00005965986,0.00001110308,0.0001523414,0.000184543,0.0004819685],"category_scores_gemma":[0.0001724829,0.0001613988,0.00005379033,0.0002473378,0.0001635728,0.00005845567,0.00007171756,0.0002530797,0.0008099921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000414229,"about_ca_system_score_gemma":0.00002577429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008878019,"about_ca_topic_score_gemma":0.000002562256,"domain_scores_codex":[0.9984168,0.0002242156,0.0002966329,0.0003810082,0.0002357923,0.0004455265],"domain_scores_gemma":[0.9991921,0.0003360836,0.00008334556,0.0002427845,0.00003294312,0.0001127637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0007241577,0.0005149543,0.07289629,0.0005750273,0.001160407,0.000169923,0.2472583,0.00001678266,0.01203896,0.003579918,0.5445364,0.116529],"study_design_scores_gemma":[0.007525422,0.0007028955,0.5436256,0.0006692596,0.0001993263,0.0000866641,0.1764928,0.000216497,0.01137604,0.0005533928,0.2572219,0.001330184],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827914,0.0007877231,0.00003924074,0.002696266,0.001797863,0.0008140047,0.00001374862,0.0001671606,0.01089261],"genre_scores_gemma":[0.9058912,0.00004397099,0.0002099231,0.0002743681,0.0003246335,0.0003834785,0.00002341151,0.00004154186,0.09280752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4707293,"threshold_uncertainty_score":0.999968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0716567273228511,"score_gpt":0.3811069927757488,"score_spread":0.3094502654528977,"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."}}