{"id":"W2129560563","doi":"10.12927/cjnl.2010.21938","title":"New Knowledge and Evidence for Better Leadership","year":2010,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Population and Public Health","funders":"","keywords":"Psychology; Work (physics); Nursing; Nurse Administrator; Public relations; Applied psychology; MEDLINE; Knowledge management; Medicine; Political science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03569518,0.001035923,0.001875391,0.006997504,0.002605033,0.01245635,0.004440512,0.009279263,0.04620513],"category_scores_gemma":[0.1272623,0.0005442529,0.001848527,0.005057473,0.01094175,0.01439108,0.004622398,0.009606394,0.00486379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01280869,"about_ca_system_score_gemma":0.05504427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04556905,"about_ca_topic_score_gemma":0.09209429,"domain_scores_codex":[0.980866,0.007142405,0.002563494,0.001402556,0.006645414,0.001380108],"domain_scores_gemma":[0.8010019,0.1134803,0.01019922,0.01311939,0.05417116,0.008027997],"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":[0.0003397508,0.0005338179,0.007943063,0.03268462,0.0006212185,0.00114817,0.002617094,0.0005832823,0.0005700591,0.1369402,0.2754906,0.5405282],"study_design_scores_gemma":[0.0002590954,0.0002069303,0.009548755,0.1070165,0.0005160508,0.0007906043,0.006670483,0.0002530102,0.0005837679,0.1173586,0.7566507,0.0001455539],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.00285073,0.4282023,0.004717962,0.4720902,0.0164199,0.0001867705,0.0008793344,0.00018568,0.07446717],"genre_scores_gemma":[0.1380376,0.6119579,0.03285377,0.1832432,0.01828259,0.0005506061,0.001960517,0.0001673264,0.01294654],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04620513,"threshold_uncertainty_score":0.1887764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3041053036131052,"score_gpt":0.3931046608821663,"score_spread":0.08899935726906116,"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."}}