{"id":"W2263494191","doi":"","title":"Constant Chaos: Utilizing Change Theory in Baccalaureate Nursing Leadership Education","year":2016,"lang":"en","type":"article","venue":"43rd Biennial Convention (07 November - 11 November 2015)","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nurse education; Context (archaeology); Promotion (chess); Summit; Nursing; Curriculum; Psychology; Medical education; Medicine; Pedagogy; Political science; Politics; Geography","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002310929,0.0006535809,0.0006030501,0.0008100837,0.0003446245,0.0002555892,0.0004922578,0.0005166139,0.002953181],"category_scores_gemma":[0.0005390093,0.0005748131,0.0002857981,0.000836819,0.000664213,0.002035168,0.00002826169,0.0005556506,0.001392272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001034554,"about_ca_system_score_gemma":0.0004645197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006923138,"about_ca_topic_score_gemma":0.001066562,"domain_scores_codex":[0.9948177,0.0009226112,0.001037996,0.001144798,0.0007440736,0.001332843],"domain_scores_gemma":[0.9969449,0.0006745069,0.0006836259,0.0008963411,0.0004028883,0.0003977298],"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":[0.006056034,0.008797684,0.127449,0.0009466608,0.0002516341,0.00003526938,0.04532643,0.000002401109,0.05079554,0.1706527,0.08120931,0.5084773],"study_design_scores_gemma":[0.02270577,0.001528393,0.2461614,0.02065791,0.001471709,0.000645457,0.07779101,0.00027912,0.03610021,0.106258,0.4793607,0.007040324],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.644296,0.008491468,0.002990135,0.1735852,0.05794913,0.005322417,0.0001346098,0.001404898,0.1058262],"genre_scores_gemma":[0.9838073,0.00003785564,0.000345946,0.0036994,0.002308337,0.0001905453,0.00009230013,0.0001626393,0.009355632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.501437,"threshold_uncertainty_score":0.9996703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09658996181795867,"score_gpt":0.3462773618116212,"score_spread":0.2496873999936625,"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."}}