{"id":"W2074690204","doi":"10.1080/1360080x.2013.748479","title":"Distributed leadership: rhetoric or reality?","year":2013,"lang":"en","type":"article","venue":"Journal of Higher Education Policy and Management","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Rhetoric; Distributed leadership; Shared leadership; Power (physics); Accountability; Public relations; Leadership style; Leadership; Leadership studies; Sociology; Transactional leadership; Power structure; Servant leadership; Educational leadership; Political science; Pedagogy; Politics; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.0003859711,0.00008120621,0.0001235955,0.0002139648,0.0001947378,0.0001199733,0.0001503099,0.00004196622,0.0006212876],"category_scores_gemma":[0.00009126031,0.00006231091,0.00004359001,0.0003758697,0.0001307651,0.0003280048,0.00001958771,0.0001018241,0.00002998358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002195687,"about_ca_system_score_gemma":0.0003109952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001047197,"about_ca_topic_score_gemma":0.00005414278,"domain_scores_codex":[0.9990279,0.0001536687,0.0002660287,0.00009130721,0.0002499627,0.0002111432],"domain_scores_gemma":[0.9992586,0.00007045489,0.0002239986,0.00009318218,0.0001792869,0.0001745225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001462053,0.0003423323,0.00185905,0.00009017075,0.0001463614,9.070883e-7,0.04267734,9.987285e-7,0.000002619827,0.2940084,0.6368282,0.02402898],"study_design_scores_gemma":[0.0001429737,0.00002475449,0.1261644,0.00003047453,0.00003122037,0.000001766897,0.08642034,7.531931e-8,0.000001243477,0.004183902,0.7829308,0.00006799264],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.007425002,0.002220216,0.0001372234,0.9468974,0.002132579,0.0003873567,0.000001389283,0.00003480927,0.04076405],"genre_scores_gemma":[0.9115535,0.001210303,0.0002828144,0.004342744,0.001727452,0.00002694968,0.00000172075,0.000006179809,0.08084835],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9425547,"threshold_uncertainty_score":0.6802663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2028718811060299,"score_gpt":0.4335712844365693,"score_spread":0.2306994033305395,"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."}}