{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.03688626,0.0001463889,0.0003457716,0.001771469,0.006182331,0.00003555817,0.0007859679,0.0002807837,0.00004067156],"category_scores_gemma":[0.002621803,0.0001154429,0.00003842723,0.006935947,0.001823741,0.0003326593,0.00008874523,0.00462099,0.00007774086],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.00448069,"about_ca_system_score_gemma":0.01239238,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0120537,"about_ca_topic_score_gemma":0.00242359,"domain_scores_codex":[0.9801551,0.01145676,0.001258609,0.0005674634,0.002887081,0.003675049],"domain_scores_gemma":[0.9939177,0.003157635,0.0001952443,0.0006275168,0.001351236,0.0007506899],"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":[0.0004651885,0.001603572,0.2766989,0.0006244432,0.000003073945,0.00001262473,0.2474823,0.00005534958,0.0008228597,0.03167437,0.03336582,0.4071915],"study_design_scores_gemma":[0.001308314,0.00114671,0.6292334,0.01735728,0.000001191358,0.00001505295,0.2670877,0.006296243,0.0002266049,0.03757699,0.0394936,0.0002568796],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9180187,0.0123685,0.00003644776,0.03398804,0.0007275387,0.003980552,0.00001010884,0.0000469738,0.03082315],"genre_scores_gemma":[0.9896351,0.008648909,0.0002834827,0.00009764347,0.0003122964,0.0002701319,0.00002306495,0.00002974911,0.000699674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4069346,"threshold_uncertainty_score":0.999341,"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."}}