{"id":"W2331022293","doi":"10.1177/0095399712465594","title":"Effectiveness of a Shared Leadership Model","year":2012,"lang":"en","type":"article","venue":"Administration & Society","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; Bruyère; University of British Columbia, Okanagan Campus; University of British Columbia; University of Northern British Columbia; University of Victoria; Simon Fraser University","funders":"","keywords":"Mentorship; Shared leadership; Situated; Corporate governance; Public relations; Sociology; Key (lock); Representation (politics); Servant leadership; Leadership studies; Shared governance; Knowledge management; Computer science; Management; Political science; Leadership style; Politics; Artificial intelligence","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":[0.03986428,0.000922722,0.0008028593,0.00274836,0.005624246,0.005951912,0.003016688,0.002873081,0.01972626],"category_scores_gemma":[0.0716671,0.0004332322,0.001321377,0.001518425,0.01212655,0.01433478,0.01104943,0.002763269,0.001868681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008709922,"about_ca_system_score_gemma":0.01031509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003444824,"about_ca_topic_score_gemma":0.00336845,"domain_scores_codex":[0.9391899,0.04097386,0.001620959,0.003453477,0.01105818,0.003703674],"domain_scores_gemma":[0.9455613,0.02770294,0.00543616,0.008562119,0.006450843,0.006286664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001134298,0.0004359676,0.01074759,0.0002067171,0.00009193369,0.0002681563,0.006387528,0.006805995,0.0002553383,0.9278147,0.004486834,0.04238588],"study_design_scores_gemma":[0.0004271095,0.001020508,0.00791549,0.000352804,0.0001124904,0.000594096,0.0127199,0.04135652,0.0005217383,0.8854496,0.04945482,0.00007500764],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1594228,0.0006834928,0.1778994,0.02096416,0.000439393,0.001171086,0.0001722208,0.0002984388,0.6389489],"genre_scores_gemma":[0.9746848,0.0001774862,0.01657115,0.0007920454,0.00009885014,0.0005737246,0.0000697815,0.00005455599,0.006977545],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03986428,"threshold_uncertainty_score":0.210825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4810007895101643,"score_gpt":0.4726979463505872,"score_spread":0.008302843159577133,"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."}}