{"id":"W2077170388","doi":"10.1108/17511870910996114","title":"Learning together: a cohort approach to organizational leadership development","year":2009,"lang":"en","type":"article","venue":"Leadership in health services","topic":"Community Health and Development","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Canadian Partnership Against Cancer; Alberta Health Services","funders":"","keywords":"Leadership development; Knowledge management; Action learning; Conceptual framework; Originality; Learning organization; Neuroleadership; Organization development; Shared leadership; Psychology; Public relations; Sociology; Leadership style; Computer science; Political science; Pedagogy; Cooperative learning; Teaching method; Qualitative research","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004216891,0.0003724369,0.000612944,0.0005369562,0.001706307,0.00003022184,0.0006246995,0.0003455552,0.0003008861],"category_scores_gemma":[0.0001520878,0.0003802654,0.00003811549,0.001457111,0.00002833111,0.0001870709,0.0001283489,0.001953655,0.000855781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00120147,"about_ca_system_score_gemma":0.002522367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001264113,"about_ca_topic_score_gemma":0.002568141,"domain_scores_codex":[0.993451,0.001594489,0.001545724,0.0006269543,0.0006945045,0.002087301],"domain_scores_gemma":[0.9974814,0.0005938238,0.000396846,0.0004495151,0.0002234744,0.0008549491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002090796,0.0004164529,0.6553178,0.01396788,0.00002098888,0.00000342551,0.3148383,0.0005737966,0.00001087752,0.002736839,0.0005872765,0.0113172],"study_design_scores_gemma":[0.001146158,0.000227301,0.7310129,0.004031552,0.000003848715,0.000004104646,0.2240808,0.000425527,0.00001065145,0.0003612818,0.03818306,0.0005127245],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6043326,0.005629472,0.003100239,0.2923363,0.002035372,0.01822782,0.00001407051,0.002408147,0.07191597],"genre_scores_gemma":[0.8036584,0.0000616593,0.01470464,0.1782425,0.0002312093,0.0003102483,0.0002003365,0.00005234694,0.002538701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1993258,"threshold_uncertainty_score":0.9999222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2316352000743679,"score_gpt":0.3911504692158688,"score_spread":0.159515269141501,"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."}}