{"id":"W4220790650","doi":"10.12927/cjnl.2022.26755","title":"Leadership in – and Despite – Troubled Times","year":2022,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Nursing education and management","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority","funders":"","keywords":"Psychology; Nurse Administrator; Nursing; Political science; Public relations; MEDLINE; Medicine; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.005827549,0.001070272,0.001204305,0.001614329,0.009971611,0.01273288,0.002616237,0.01333223,0.02077247],"category_scores_gemma":[0.03409859,0.0006688919,0.00105338,0.001572388,0.00631974,0.01177647,0.006115012,0.02421432,0.005598804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004566484,"about_ca_system_score_gemma":0.00788043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006520068,"about_ca_topic_score_gemma":0.02881929,"domain_scores_codex":[0.9947915,0.001320816,0.0004643326,0.0003688636,0.002074024,0.0009805588],"domain_scores_gemma":[0.980438,0.009858374,0.001374664,0.0005124632,0.002487826,0.005328609],"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":[0.000004682111,0.00001073314,0.0001391352,0.00007348227,0.000003687065,0.0000832409,0.0005724674,0.0000115547,0.00002100433,0.0007384456,0.990992,0.007349573],"study_design_scores_gemma":[0.000003970359,0.00001467099,0.0005898365,0.0003720503,0.000004405314,0.0002323657,0.002070849,0.00002976401,0.00003682321,0.001148945,0.9954727,0.00002358473],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.000481032,0.01246078,0.0002681177,0.5332696,0.4470371,0.00001574716,0.00006167409,0.0001036201,0.006302295],"genre_scores_gemma":[0.01048492,0.02113171,0.0005445107,0.4675679,0.4653684,0.00006863874,0.0001314222,0.0004208644,0.03428162],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02077247,"threshold_uncertainty_score":0.06949091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2599355399983896,"score_gpt":0.3128082562463859,"score_spread":0.05287271624799628,"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."}}