{"id":"W1861445544","doi":"","title":"Moving towards increased cultural competency in public health research","year":2008,"lang":"en","type":"article","venue":"Deakin Research Online (Deakin University)","topic":"Cultural Competency in Health Care","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public relations; Cultural competence; Psychological intervention; Competence (human resources); Public health; Political science; Government (linguistics); Medicine; Sociology; Psychology; Nursing; Pedagogy; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01157736,0.0002914394,0.0005647206,0.003061116,0.005229651,0.0001989133,0.00239316,0.000348616,0.0004515336],"category_scores_gemma":[0.006245946,0.0003012861,0.0001788232,0.01087614,0.002634797,0.001184119,0.0009578361,0.003194275,0.0001439805],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005537373,"about_ca_system_score_gemma":0.01135451,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3079408,"about_ca_topic_score_gemma":0.1701614,"domain_scores_codex":[0.9803877,0.01056042,0.00060354,0.001009874,0.004091234,0.003347241],"domain_scores_gemma":[0.9923944,0.001703517,0.0001622148,0.0006855065,0.003578114,0.001476268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003126807,0.00161089,0.08400931,0.0003015033,0.00006683532,0.00341762,0.04744587,0.00003468131,0.0003210544,0.8316888,0.01663738,0.01415334],"study_design_scores_gemma":[0.001071399,0.0003134224,0.09819318,0.000195865,0.000002089155,0.00002211144,0.04261773,0.0002173376,0.00001076848,0.0007406138,0.8562341,0.0003814294],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9196215,0.0002450182,0.00001324298,0.03441408,0.0002445239,0.001335369,0.00009273338,0.0002339507,0.04379957],"genre_scores_gemma":[0.9930439,0.001433217,0.001748571,0.0002627514,0.0005776358,0.000009913797,0.0001388664,0.0000325238,0.002752636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8395967,"threshold_uncertainty_score":0.9999439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4067467841030664,"score_gpt":0.4713374400531073,"score_spread":0.06459065595004099,"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."}}