{"id":"W4292952783","doi":"10.17760/d20413974","title":"Educationalist leadership in medical schools","year":2021,"lang":"en","type":"dissertation","venue":"","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Educational leadership; Curriculum; Grounded theory; Pedagogy; Leadership studies; Leadership style; Shared leadership; Teacher leadership; Qualitative research; Distributed leadership; Medical education; Psychology; Public relations; Political science; Sociology; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01078117,0.0003404694,0.0004583616,0.001891717,0.0242286,0.005673783,0.001863439,0.001630149,0.005215517],"category_scores_gemma":[0.0158387,0.0003798159,0.000342284,0.002104427,0.01322615,0.001882711,0.00486271,0.003097954,0.0004357039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04538875,"about_ca_system_score_gemma":0.05809294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2891279,"about_ca_topic_score_gemma":0.4794364,"domain_scores_codex":[0.978488,0.0111692,0.0002899753,0.0009248551,0.002542664,0.006585343],"domain_scores_gemma":[0.9804007,0.007493726,0.001943313,0.0004499982,0.003146092,0.006566198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003694962,0.0000683851,0.0111302,0.0001220193,0.000004383265,0.0006502979,0.9660776,0.00005799724,0.0005428369,0.003868257,0.005393753,0.01204742],"study_design_scores_gemma":[0.00001198106,0.00006223541,0.01005738,0.0002421687,0.000005073732,0.0002171185,0.9130068,0.00007414874,0.0002691965,0.0004113637,0.07562157,0.00002096343],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9385464,0.001361914,0.001791368,0.01823553,0.0002949483,0.0003403806,0.0001673668,0.00004972142,0.03921245],"genre_scores_gemma":[0.9859525,0.0003817797,0.0008445003,0.003235887,0.00005974266,0.0000973416,0.00004834261,0.00001706636,0.009362907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2891279,"threshold_uncertainty_score":0.57489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08443926803053678,"score_gpt":0.4080515102130057,"score_spread":0.323612242182469,"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."}}