{"id":"W2887393097","doi":"","title":"Leadership and Influencing Change in Nursing","year":2018,"lang":"en","type":"book","venue":"University of Regina Press eBooks","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nursing; Curriculum; Pace; Nurse education; Health care; Psychology; Medicine; Medical education; Pedagogy; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003286146,0.0002915806,0.0004218255,0.0004541428,0.0001786457,0.00004086459,0.0003577292,0.0004902965,0.00001351796],"category_scores_gemma":[0.00003862368,0.0003974539,0.00008095312,0.00003139217,0.00100311,0.0002895008,0.00002240669,0.0005980458,0.000007141249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004701574,"about_ca_system_score_gemma":0.0001744598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009139067,"about_ca_topic_score_gemma":0.0003610131,"domain_scores_codex":[0.9985169,0.0001937698,0.0001279569,0.0004833542,0.0002833771,0.0003946054],"domain_scores_gemma":[0.9987062,0.000214899,0.0004068675,0.0004247289,0.0001266936,0.0001205627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002376571,0.000235538,0.001238736,0.00389908,0.0001623588,0.0001032302,0.4983249,0.000001641302,0.0001884251,0.01710199,0.3070472,0.1693202],"study_design_scores_gemma":[0.001113931,0.0002717358,0.001443629,0.0079303,0.0003899718,0.00003741647,0.0102648,0.00003677187,0.000252028,0.001935542,0.9756862,0.000637699],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005036546,0.004383672,0.00005295067,0.008747287,0.001807622,0.001034762,0.00001815693,0.0001708582,0.9787481],"genre_scores_gemma":[0.02825397,0.00008796048,0.0007971111,0.0003800191,0.0009198604,0.000001157497,0.00003572362,0.00009865652,0.9694256],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6686389,"threshold_uncertainty_score":0.9998477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08512792296542063,"score_gpt":0.2902820806466619,"score_spread":0.2051541576812413,"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."}}