{"id":"W2396231016","doi":"10.1177/1747016116650235","title":"Are research ethics guidelines culturally competent?","year":2016,"lang":"en","type":"article","venue":"Research Ethics","topic":"Ethics in medical practice","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Mainstream; Interpreter; Research ethics; Engineering ethics; Informed consent; Power (physics); Public relations; Subject (documents); Ethical code; Psychology; Medical education; Sociology; Political science; Medicine; Alternative medicine; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":["research_integrity"],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.443432,0.0008998703,0.003034448,0.003373201,0.00814715,0.02084333,0.006451256,0.02365484,0.003658647],"category_scores_gemma":[0.6902628,0.002364297,0.001789584,0.004979646,0.06371451,0.02854274,0.01239129,0.03352275,0.002316512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01112389,"about_ca_system_score_gemma":0.08250688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008908841,"about_ca_topic_score_gemma":0.008772899,"domain_scores_codex":[0.2936719,0.5879148,0.04853865,0.01041317,0.04983317,0.009628328],"domain_scores_gemma":[0.1839155,0.610157,0.03297652,0.05674581,0.0954579,0.02074726],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001134266,0.0002932863,0.003791357,0.002922729,0.0001911537,0.0005484972,0.08425973,0.0005385042,0.0006696589,0.736258,0.08530065,0.08511306],"study_design_scores_gemma":[0.0002058818,0.0001511124,0.002885147,0.01475141,0.0001065523,0.0006789465,0.03878435,0.0004820227,0.0004871663,0.6051097,0.3361657,0.0001920675],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.007085794,0.01739028,0.03247912,0.8907322,0.008511299,0.0008590863,0.0001299074,0.0001312623,0.04268102],"genre_scores_gemma":[0.3025932,0.02250275,0.09698249,0.5553195,0.009459119,0.00568905,0.000384648,0.0004658838,0.006603408],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9763452,"threshold_uncertainty_score":0.6863474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.909567698881051,"score_gpt":0.7704003056718381,"score_spread":0.1391673932092129,"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."}}