{"id":"W1988117454","doi":"10.1177/0193945906287213","title":"Teaching and Community Hospital Work Environments","year":2006,"lang":"en","type":"article","venue":"Western Journal of Nursing Research","topic":"Nursing education and management","field":"Nursing","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Nursing; Workforce; Organizational culture; Work (physics); Job satisfaction; Community hospital; Unit (ring theory); Acute care; Quality (philosophy); Medicine; Psychology; Medical education; Health care; Public relations; Political 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":[0.003543424,0.0001062201,0.0001682917,0.0003665171,0.000880697,0.0002048902,0.0002966596,0.00005424917,0.000008873131],"category_scores_gemma":[0.0001376691,0.00009973274,0.00004924712,0.0001544516,0.0003150077,0.0002532307,0.00004671521,0.002005387,0.00001423198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004158802,"about_ca_system_score_gemma":0.00001611911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000158967,"about_ca_topic_score_gemma":0.000004748253,"domain_scores_codex":[0.9969655,0.001556712,0.0003310388,0.0001131447,0.0006680301,0.0003655671],"domain_scores_gemma":[0.9990179,0.0003830839,0.0001585554,0.0002414466,0.00006856571,0.0001304735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005844495,0.006584501,0.0743553,0.0000745299,0.00004915653,0.00003878158,0.03559528,0.00004770901,0.005335485,0.0002781855,0.1216581,0.7553985],"study_design_scores_gemma":[0.001880261,0.002520584,0.8940032,0.00310143,0.00007859221,0.0001833109,0.01554274,0.00001353874,0.001139675,0.01272476,0.06846674,0.0003451826],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822181,0.0003899009,0.0001520754,0.01133899,0.002458615,0.0001304746,5.160606e-7,0.00001184958,0.003299522],"genre_scores_gemma":[0.9950956,0.000006121437,0.0006648985,0.00007646566,0.0004391602,0.000001327286,0.000001980511,0.00002419378,0.003690224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8196478,"threshold_uncertainty_score":0.8712522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06459991401910375,"score_gpt":0.4031936367202137,"score_spread":0.33859372270111,"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."}}