{"id":"W4389689936","doi":"10.2196/50703","title":"Exploring Nursing Research Culture in Clinical Practice: Qualitative Ethnographic Study","year":2023,"lang":"en","type":"article","venue":"Asian/Pacific Island Nursing Journal","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preprint; Ethnography; Nursing research; Sociology; Psychology; Nursing; Medicine; Anthropology; Computer science; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.06027542,0.0002049825,0.0004393305,0.001952415,0.004296232,0.0001763183,0.0004891634,0.0002645507,0.00008955994],"category_scores_gemma":[0.009773119,0.0001633692,0.0001136407,0.005704339,0.0005574296,0.001468174,0.00004846637,0.007442533,0.0005964786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009699493,"about_ca_system_score_gemma":0.002233689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001114928,"about_ca_topic_score_gemma":0.0001096987,"domain_scores_codex":[0.9763047,0.01722571,0.001654668,0.0005838611,0.002023782,0.002207245],"domain_scores_gemma":[0.9925687,0.004689889,0.0004050975,0.0004034723,0.001131004,0.0008018613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003406024,0.0009092218,0.02623371,0.00003870409,0.0000179889,0.0001100706,0.7607166,0.000002766513,0.00001321629,0.0002345902,0.1546924,0.0566901],"study_design_scores_gemma":[0.001208111,0.0009402888,0.1200322,0.002471665,0.0000104943,0.0000318033,0.8603467,0.0001002597,7.903463e-7,0.00677471,0.007931519,0.0001514839],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8886009,0.0004423737,0.0001679985,0.03396831,0.008342145,0.00150399,0.000006407548,0.0001035577,0.06686431],"genre_scores_gemma":[0.9932466,0.001774688,0.0007452509,0.00008005527,0.002515201,0.0001680126,0.00001197841,0.00003567608,0.001422558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1467609,"threshold_uncertainty_score":0.998568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7166824947311345,"score_gpt":0.7043119193717644,"score_spread":0.01237057535937014,"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."}}