{"id":"W4366688244","doi":"10.1177/17470161231169205","title":"Systemic disruptions: decolonizing indigenous research ethics using indigenous knowledges","year":2023,"lang":"en","type":"article","venue":"Research Ethics","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Indigenous; Harm; Research ethics; Engineering ethics; Environmental ethics; Sociology; Traditional knowledge; Political science; Public relations; Law; Ecology; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.1736087,0.0006604852,0.001133106,0.002255449,0.02090757,0.01920085,0.003270275,0.00749117,0.001999801],"category_scores_gemma":[0.1054545,0.000882162,0.001007964,0.001743329,0.1504518,0.02084118,0.02563704,0.0184265,0.0004296172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01782211,"about_ca_system_score_gemma":0.04448587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006825656,"about_ca_topic_score_gemma":0.009694756,"domain_scores_codex":[0.7565276,0.2199855,0.003277037,0.004443836,0.01004501,0.005721076],"domain_scores_gemma":[0.8190292,0.1424259,0.007853132,0.0146709,0.01071847,0.00530233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001493442,0.00003749849,0.0004121803,0.0001921649,0.00001257434,0.0004110139,0.6128668,0.0003065631,0.0003945808,0.3708923,0.002225108,0.0122343],"study_design_scores_gemma":[0.00003822298,0.0001099045,0.0006076384,0.00124485,0.00002515458,0.0007262229,0.3949952,0.001715169,0.0009004925,0.452989,0.1465705,0.00007768563],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.182362,0.008338726,0.2622229,0.342304,0.004119173,0.001586322,0.00002709087,0.0004486352,0.1985912],"genre_scores_gemma":[0.9465297,0.001619859,0.02951951,0.01247453,0.0004240045,0.0007760787,0.000009537671,0.000129397,0.008517381],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9925088,"threshold_uncertainty_score":0.9181413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5412341569337655,"score_gpt":0.5964559282507289,"score_spread":0.05522177131696338,"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."}}