{"id":"W2137234664","doi":"10.1177/0193945903252419","title":"Reworking Professional Nursing Identity","year":2003,"lang":"en","type":"article","venue":"Western Journal of Nursing Research","topic":"Nursing education and management","field":"Nursing","cited_by":153,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Cognitive dissonance; Socialization; Identity (music); Perception; Reputation; Psychology; Nursing; Process (computing); Professional development; Medical education; Social psychology; Medicine; Pedagogy; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004658115,0.000175161,0.0003028306,0.0009630776,0.0006235985,0.0003639932,0.0005181741,0.0001218881,0.0001154837],"category_scores_gemma":[0.0006808256,0.0001620971,0.0001477196,0.0008779964,0.0004000979,0.0008299243,0.00002067227,0.001243187,0.00006528476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001287832,"about_ca_system_score_gemma":0.0002325695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003659196,"about_ca_topic_score_gemma":0.00000244098,"domain_scores_codex":[0.9952512,0.001201549,0.0006685414,0.0002768445,0.001844026,0.000757797],"domain_scores_gemma":[0.9978336,0.0003243622,0.0003449212,0.0003597838,0.0008226935,0.0003146281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001308377,0.005627651,0.0179323,0.0001699472,0.000101213,0.0001358649,0.03180213,0.00008955718,0.01504636,0.01710711,0.3177479,0.5929316],"study_design_scores_gemma":[0.008067479,0.003679155,0.1852361,0.06583031,0.0004538667,0.004197913,0.05618009,0.0001494976,0.02792873,0.3692191,0.2773276,0.001730171],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8579375,0.002704493,0.003113928,0.02853784,0.06740563,0.0006337222,0.000001372693,0.00008008919,0.03958542],"genre_scores_gemma":[0.9923335,0.00002065845,0.001889257,0.0002034934,0.0007844091,0.000003457093,0.000001363545,0.00004977487,0.004714032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5912014,"threshold_uncertainty_score":0.6610126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1606275823930908,"score_gpt":0.5139849196926429,"score_spread":0.3533573372995521,"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."}}