{"id":"W2111252371","doi":"10.1525/jer.2008.3.2.33","title":"Enacting Research Ethics in Partnerships with Indigenous Communities in Canada: “Do it in a Good Way”","year":2008,"lang":"en","type":"article","venue":"Journal of Empirical Research on Human Research Ethics","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":253,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Indigenous; Government (linguistics); Public relations; Psychological intervention; Community development; Research ethics; Political science; Community-based participatory research; Economic Justice; Restorative justice; Sociology; Participatory action research; Engineering ethics; Law; Nursing; Medicine; Ecology; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":["metaresearch"],"domain":"methods","study_design":"qualitative","genre":"empirical","about_ca_system":true,"about_ca_topic":true,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":["sts"],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":true,"about_ca_topic":true,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.06313302,0.0004117341,0.0006318836,0.001726399,0.06276825,0.01533218,0.003477619,0.004249986,0.001442443],"category_scores_gemma":[0.07235376,0.0006251328,0.0004697684,0.003099663,0.04216671,0.006191977,0.01541951,0.007973203,0.0001431631],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1112951,"about_ca_system_score_gemma":0.471411,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9437109,"about_ca_topic_score_gemma":0.9794039,"domain_scores_codex":[0.9239442,0.05547063,0.001213127,0.002135326,0.008623151,0.008613534],"domain_scores_gemma":[0.9156135,0.04019478,0.006322135,0.003893521,0.01374565,0.02023043],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007075902,0.0001531831,0.009545015,0.0003369671,0.00002904701,0.00131616,0.8893337,0.0003457724,0.0005502371,0.04777216,0.005242641,0.04530437],"study_design_scores_gemma":[0.00005030286,0.00007904474,0.0165703,0.0006267739,0.00003068748,0.0004077897,0.8838758,0.0006068503,0.0006998059,0.01923278,0.07769528,0.0001246536],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7198616,0.01176819,0.01491521,0.1694176,0.0006759004,0.001686276,0.00008882163,0.00009100353,0.08149544],"genre_scores_gemma":[0.9853077,0.001573721,0.00505891,0.004165115,0.00002789607,0.0002883011,0.00001452619,0.00001624326,0.003547718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.99575,"threshold_uncertainty_score":0.8075063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8276120331629695,"score_gpt":0.6356745718594767,"score_spread":0.1919374613034928,"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."}}