{"id":"W2143441532","doi":"10.1002/nur.20264","title":"The role of nursing unit culture in shaping research utilization behaviors","year":2008,"lang":"en","type":"article","venue":"Research in Nursing & Health","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University; University of Alberta","funders":"","keywords":"Ethos; Unit (ring theory); Nursing; Organizational culture; Work (physics); Ethnography; Nursing research; Medicine; Psychology; Sociology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01774332,0.000223874,0.000360044,0.001299895,0.003160636,0.004273527,0.0008312581,0.0005697417,0.0009729614],"category_scores_gemma":[0.04955045,0.0003840859,0.0002353103,0.0008775251,0.003517186,0.00182603,0.002921177,0.0009655594,0.0001203572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001996832,"about_ca_system_score_gemma":0.003954757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005836559,"about_ca_topic_score_gemma":0.01007947,"domain_scores_codex":[0.9718208,0.02305217,0.001262048,0.0007850067,0.001741427,0.001338579],"domain_scores_gemma":[0.9267218,0.05871196,0.006675018,0.002055427,0.003290859,0.002544796],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002143852,0.0004289298,0.4145307,0.0003251985,0.000100433,0.001371007,0.5126165,0.0003705089,0.003675536,0.002395376,0.0004305079,0.06354107],"study_design_scores_gemma":[0.00002408176,0.0009286216,0.295786,0.0004814644,0.00008597125,0.001170777,0.6882387,0.001509613,0.002897533,0.001410192,0.00734576,0.0001213549],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968994,0.000237361,0.001101483,0.0002603943,0.00001070896,0.00003147796,0.000009807863,0.000004667996,0.001444694],"genre_scores_gemma":[0.9986712,0.0001704657,0.0008900943,0.00009991835,0.000005715199,0.00002986579,0.000007660586,0.000004573755,0.0001206289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9822567,"threshold_uncertainty_score":0.09383678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7256656201141249,"score_gpt":0.6969031239548421,"score_spread":0.02876249615928284,"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."}}