{"id":"W2921416024","doi":"10.12927/cjnl.2019.25761","title":"Leadership by Design","year":2018,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Legislature; Health care; Face (sociological concept); Workforce; Healthcare system; Multiculturalism; Political science; Public relations; Sociology; Social science; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0142038,0.0008853176,0.0006075534,0.001146858,0.002543191,0.007071753,0.001840893,0.00146143,0.1096537],"category_scores_gemma":[0.02165336,0.0003570544,0.0008202407,0.0009964947,0.002564091,0.002260448,0.003577565,0.001944697,0.02616914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003850698,"about_ca_system_score_gemma":0.01243202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003102526,"about_ca_topic_score_gemma":0.006194496,"domain_scores_codex":[0.9870184,0.007893767,0.0005583114,0.00107908,0.002505345,0.0009451364],"domain_scores_gemma":[0.9865355,0.00383925,0.0005087364,0.002572783,0.004522977,0.002020801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003597386,0.0003039129,0.001129488,0.002247971,0.00005062118,0.0001479385,0.004241535,0.001322872,0.001653235,0.2644303,0.3001151,0.4239974],"study_design_scores_gemma":[0.0001744165,0.0002485172,0.0003822854,0.0005690006,0.00002832184,0.00009460963,0.001143728,0.0007076571,0.0006960062,0.02252789,0.9734042,0.00002349876],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.007793747,0.002534378,0.4141248,0.01638041,0.007029695,0.01437814,0.003139331,0.005686033,0.5289335],"genre_scores_gemma":[0.151615,0.002968475,0.4674623,0.01062258,0.000965855,0.0301404,0.002664277,0.002642359,0.3309187],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1096537,"threshold_uncertainty_score":0.3668281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7983803778689212,"score_gpt":0.5150973205014738,"score_spread":0.2832830573674474,"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."}}