{"id":"W2151528303","doi":"10.1007/bf03404063","title":"Public Health Research Involving Aboriginal Peoples: Research Ethics Board Stakeholders’ Reflections on Ethics Principles and Research Processes","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria; York University","funders":"Canadian Institutes of Health Research","keywords":"Research ethics; Stakeholder; Thematic analysis; Qualitative research; Negotiation; Public relations; Sociology; Diversity (politics); Engineering ethics; Political science; Social science; Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch","sts","research_integrity"],"category_scores_codex":[0.5398721,0.0003537545,0.001056069,0.008588415,0.007806897,0.001345809,0.001454025,0.00168215,0.0002392977],"category_scores_gemma":[0.5960992,0.0003158643,0.0001482042,0.00892013,0.005392105,0.001149303,0.0002571683,0.07250264,0.0000767723],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01065684,"about_ca_system_score_gemma":0.535077,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07011696,"about_ca_topic_score_gemma":0.6495195,"domain_scores_codex":[0.9297917,0.0366146,0.003296732,0.001289749,0.01797307,0.0110341],"domain_scores_gemma":[0.5528529,0.2833406,0.001526408,0.003522352,0.0990643,0.05969338],"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":[0.0001382947,0.001017632,0.1093064,0.01011956,0.0002070163,0.0002041017,0.2223387,0.000003034805,0.00003256444,0.6091961,0.03973586,0.007700774],"study_design_scores_gemma":[0.001261084,0.00655828,0.0422011,0.004092884,0.000006615155,0.0004482217,0.1165582,0.00001291545,0.00001818716,0.01038418,0.8181666,0.0002918068],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1582695,0.01614829,0.0002502697,0.8150582,0.0007025245,0.00142341,0.00005741822,0.0000395457,0.00805076],"genre_scores_gemma":[0.9336817,0.04890627,0.003028177,0.008926357,0.002557803,0.00006834056,0.00002194988,0.0001412517,0.002668153],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8061319,"threshold_uncertainty_score":0.9999294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9752333073662509,"score_gpt":0.7114869440776849,"score_spread":0.263746363288566,"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."}}