{"id":"W4384155322","doi":"10.1126/science.adh4470","title":"Researchers’ responsibility to uphold Indigenous rights","year":2023,"lang":"en","type":"article","venue":"Science","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; University of Victoria","funders":"Hakai Institute","keywords":"Indigenous; Harm; Political science; Environmental ethics; Criminology; Law; Sociology; Biology; Philosophy; Ecology","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3204447,0.0009557952,0.002769112,0.003002613,0.01361355,0.017883,0.004639313,0.02711177,0.006053607],"category_scores_gemma":[0.4580946,0.001473336,0.0009939551,0.002541178,0.07723133,0.02172217,0.01575523,0.0468454,0.002984002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00560305,"about_ca_system_score_gemma":0.03862901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006144684,"about_ca_topic_score_gemma":0.006987542,"domain_scores_codex":[0.6591406,0.2260777,0.0144347,0.01882394,0.0716383,0.009884696],"domain_scores_gemma":[0.4282484,0.3517033,0.02986623,0.08260942,0.08226052,0.02531216],"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":[0.0001805511,0.0002211061,0.004365134,0.001455509,0.0004747968,0.0005661112,0.1553388,0.0003725031,0.00396763,0.5229911,0.250524,0.05954285],"study_design_scores_gemma":[0.0001381413,0.0001448093,0.001496417,0.002103769,0.000139654,0.0006960035,0.03634977,0.000544599,0.002963241,0.4106468,0.5445889,0.0001877464],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006594064,0.007251191,0.009815049,0.9313278,0.009782557,0.0001200018,0.00006001295,0.0001518786,0.03489756],"genre_scores_gemma":[0.3113952,0.007856649,0.02260835,0.615495,0.01020239,0.000695171,0.0001269078,0.000344551,0.03127577],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3204447,"threshold_uncertainty_score":0.8380127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07737203316377184,"score_gpt":0.4227551935028236,"score_spread":0.3453831603390518,"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."}}