{"id":"W2067908065","doi":"10.12927/cjnl.2000.16299","title":"Paradigms of Canadian Nurse Managers: Lenses for Viewing Leadership and Management","year":2000,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Organizational Learning and Leadership","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Hierarchy; Public relations; Health care; Set (abstract data type); Order (exchange); Leadership development; Nurse Administrator; Psychology; Sociology; Business; Nursing; Political science; Medicine; MEDLINE; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004464279,0.0002906278,0.0003096812,0.001105748,0.0003757916,0.0002438154,0.0002706781,0.0001476782,0.000462464],"category_scores_gemma":[0.00008547117,0.0003181116,0.000104055,0.00108118,0.000295342,0.0006361204,0.000006492868,0.0001945357,0.0001726329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008654185,"about_ca_system_score_gemma":0.00003490125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002366505,"about_ca_topic_score_gemma":0.0009508353,"domain_scores_codex":[0.9980786,0.00002869778,0.0003516328,0.0004742005,0.0002815184,0.000785288],"domain_scores_gemma":[0.9993289,0.0001011369,0.0001418635,0.0002698472,0.0000890181,0.00006929602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007083804,0.0005259185,0.01839737,0.01004254,0.0004850556,0.00007506904,0.01278238,0.001158357,0.0003190619,0.3012455,0.08130421,0.5729561],"study_design_scores_gemma":[0.004095545,0.0001553426,0.07437547,0.005215058,0.001035644,0.00003952361,0.09113789,0.002127891,0.0003369096,0.006304402,0.8130932,0.00208314],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2413032,0.008485271,0.00120022,0.2194176,0.00253188,0.00415945,0.00003676922,0.001232566,0.5216331],"genre_scores_gemma":[0.9870808,0.0000350337,0.0009874655,0.004854716,0.000918122,0.00002248117,0.00006625165,0.00008512678,0.005950034],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7457776,"threshold_uncertainty_score":0.9999271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1605247959820848,"score_gpt":0.2508125198750109,"score_spread":0.09028772389292605,"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."}}