{"id":"W1997708629","doi":"10.2202/1548-923x.1005","title":"How Different Can You Be and Still Survive? Homogeneity and Difference in Clinical Nursing Education","year":2003,"lang":"en","type":"article","venue":"International Journal of Nursing Education Scholarship","topic":"Cultural Competency in Health Care","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of British Columbia","funders":"Eastern Kentucky University","keywords":"Cultural diversity; Nurse education; Perception; Ethnography; Psychology; Norm (philosophy); Diversity (politics); Sociology; Nursing; Pedagogy; Social psychology; Medicine; Epistemology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00157712,0.0001324519,0.0002231887,0.0002892168,0.0001896788,0.0004582686,0.0002925911,0.000128385,0.00001557103],"category_scores_gemma":[0.003703138,0.0001230445,0.00006445944,0.0001810909,0.0003356378,0.0005796905,0.00001059837,0.00056112,4.081047e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009815246,"about_ca_system_score_gemma":0.001722839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002028522,"about_ca_topic_score_gemma":0.0006210303,"domain_scores_codex":[0.9973118,0.001006585,0.0005569289,0.000230179,0.0006825527,0.0002119445],"domain_scores_gemma":[0.9974849,0.0003896944,0.0004881629,0.0001044464,0.001222349,0.0003104949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004877779,0.001036685,0.6128094,0.00001100608,0.00001890561,0.00000195307,0.01587183,6.908245e-7,0.0001741079,0.02792801,0.0002554385,0.3418432],"study_design_scores_gemma":[0.0003314674,0.00006353222,0.9482626,0.0010695,0.00002465253,0.0001113239,0.02169141,0.000002171589,0.00007627477,0.02544334,0.002776617,0.0001471544],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9549763,0.002081249,0.00003876574,0.03463382,0.007188209,0.0001612134,0.000006684258,0.0000086869,0.0009051152],"genre_scores_gemma":[0.9970655,0.000821289,0.0007243734,0.000455919,0.0006986496,0.000004894751,0.000007750657,0.000007803702,0.0002137974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3416961,"threshold_uncertainty_score":0.5017608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1433900257971561,"score_gpt":0.4761950490699048,"score_spread":0.3328050232727486,"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."}}