{"id":"W2508917462","doi":"","title":"Indigenous Peoples, Research and Ethics","year":2016,"lang":"en","type":"article","venue":"eCite Digital Repository (University of Tasmania)","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Research ethics; Aotearoa; Cultural safety; Realm; Political science; Environmental ethics; Sociology; Politics; Engineering ethics; Criminology; 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":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.1416538,0.0008001191,0.001862762,0.002208414,0.01355436,0.01394582,0.003878109,0.01017068,0.008159617],"category_scores_gemma":[0.1035203,0.0008620445,0.0004433606,0.003655827,0.04681724,0.007626394,0.009341546,0.01554903,0.00259794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008337055,"about_ca_system_score_gemma":0.06701024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01646519,"about_ca_topic_score_gemma":0.02039777,"domain_scores_codex":[0.8123437,0.1467344,0.00770299,0.005621886,0.02023362,0.007363537],"domain_scores_gemma":[0.8838655,0.06304558,0.004247272,0.02052829,0.01391389,0.01439949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001620714,0.0003529222,0.001104405,0.002349097,0.00003114502,0.001239689,0.2538032,0.0003041448,0.001570748,0.533982,0.132134,0.07296666],"study_design_scores_gemma":[0.00003389736,0.0001311051,0.00164748,0.003871374,0.00001353429,0.000748316,0.07267108,0.0003443716,0.0004644278,0.09466074,0.8253515,0.00006219939],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04027438,0.05932515,0.0314709,0.4851348,0.02207115,0.01128542,0.0008732516,0.0005590598,0.3490059],"genre_scores_gemma":[0.4754877,0.05148884,0.1095193,0.1272691,0.01123687,0.02038358,0.0008783466,0.0004498147,0.2032864],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9898293,"threshold_uncertainty_score":0.7491459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04503664708309187,"score_gpt":0.3031428269860637,"score_spread":0.2581061799029719,"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."}}