{"id":"W3147124952","doi":"10.12927/cjnl.2021.26454","title":"Developing a Culture of Support to Advance and Accelerate Nursing Innovation","year":2021,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Lunenfeld-Tanenbaum Research Institute","funders":"","keywords":"Nursing; Organizational culture; Nurse education; Sociology; Medicine; Political science; Public relations","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":[],"consensus_categories":[],"category_scores_codex":[0.0008132924,0.00008571934,0.0001596878,0.0001933556,0.0005160431,0.00001907678,0.00009456511,0.0001160797,0.00009731214],"category_scores_gemma":[0.001013222,0.00008259565,0.00001170819,0.001628673,0.0001128029,0.0002421322,0.00001289209,0.0003765762,0.00004081456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003906891,"about_ca_system_score_gemma":0.002115755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001355657,"about_ca_topic_score_gemma":0.00001614823,"domain_scores_codex":[0.9982071,0.0002374067,0.0003968248,0.0002663331,0.0002815433,0.0006108201],"domain_scores_gemma":[0.9987542,0.000148004,0.0001208869,0.0001530032,0.0006548382,0.0001690702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001715255,0.000159513,0.01940089,0.001857633,0.00001109696,0.000007165845,0.5381636,0.00001486682,0.03850944,0.03191853,0.08843816,0.2813476],"study_design_scores_gemma":[0.001172084,0.0003709809,0.1715803,0.01419367,0.0000173467,0.00002595739,0.7293321,0.0002084729,0.0197691,0.01359534,0.04918237,0.0005523147],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8104735,0.0007903664,0.01632975,0.1482936,0.002580921,0.0009325098,0.000008339581,0.00008882195,0.02050216],"genre_scores_gemma":[0.9746289,0.00003281229,0.01704767,0.00519458,0.0003154664,0.00002950858,0.00003077462,0.0000125967,0.00270768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2807952,"threshold_uncertainty_score":0.3969039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6392667856531129,"score_gpt":0.550582664605674,"score_spread":0.08868412104743895,"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."}}