{"id":"W4238342260","doi":"10.7748/ns.30.12.26.s29","title":"Workplace wisdom","year":2015,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Nursing education and management","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Canadian Navy","funders":"","keywords":"Psychology; Discipline; Nursing; Medical education; Medicine; Sociology; Social science","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":[0.000355726,0.0001418936,0.0001651791,0.000126824,0.0001361712,0.0001217656,0.0001526577,0.0000613756,0.00008341919],"category_scores_gemma":[0.0001150172,0.0001447123,0.0000486548,0.0002741919,0.0001367331,0.0001468767,0.00001054492,0.0001418297,0.0001656462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007943872,"about_ca_system_score_gemma":0.00007127805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001412258,"about_ca_topic_score_gemma":0.000004792213,"domain_scores_codex":[0.9987003,0.00007255303,0.0001799578,0.0002632381,0.0004429574,0.0003410359],"domain_scores_gemma":[0.9991937,0.00002913719,0.00006667515,0.0003362978,0.0001426457,0.0002315006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005243363,0.0001054771,0.0002139929,0.000008356968,0.000007556448,0.000002277692,0.00451763,0.00004462235,0.00007190225,0.002199607,0.8370371,0.1552671],"study_design_scores_gemma":[0.00132407,0.0003238472,0.0006831682,0.0003465518,0.00005287126,0.00001309644,0.003336264,0.0000950375,0.001820909,0.01077368,0.9809777,0.0002527631],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1055157,0.00182656,0.01394042,0.1246736,0.121997,0.001054442,0.00002740797,0.001760623,0.6292043],"genre_scores_gemma":[0.9691983,0.000002751212,0.007085427,0.001829467,0.0007137691,0.00001319182,0.0000208725,0.00006199769,0.02107424],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8636826,"threshold_uncertainty_score":0.5901197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03078797956805001,"score_gpt":0.336908808803126,"score_spread":0.3061208292350759,"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."}}