{"id":"W4410514300","doi":"10.1016/j.exis.2025.101686","title":"Extracting insights: A systematic review of mining impacts on indigenous peoples","year":2025,"lang":"en","type":"review","venue":"The Extractive Industries and Society","topic":"Mining and Resource Management","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"Social Sciences and Humanities Research Council; Social Sciences and Humanities Research Council of Canada; Bombardier","keywords":"Indigenous; Political science; Business; Environmental planning; Geography; Biology; 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":[],"consensus_categories":[],"category_scores_codex":[0.03627759,0.002152173,0.01017561,0.02287258,0.001112969,0.005327898,0.003001063,0.002722157,0.004334077],"category_scores_gemma":[0.13416,0.001614882,0.008764909,0.01744029,0.002270623,0.004863721,0.004736958,0.002179069,0.0004073261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005177733,"about_ca_system_score_gemma":0.03048139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01073098,"about_ca_topic_score_gemma":0.05647334,"domain_scores_codex":[0.960304,0.01573257,0.01456308,0.002094371,0.006513537,0.0007924003],"domain_scores_gemma":[0.8822476,0.09231427,0.01404957,0.002133499,0.008307763,0.0009472868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001465415,0.00002454997,0.00113302,0.9483059,0.00884306,0.0001354928,0.001019355,0.0000721316,0.0001936864,0.0002598052,0.001088444,0.03877804],"study_design_scores_gemma":[0.0001617399,0.0001447477,0.00370381,0.9199269,0.05880141,0.0001608431,0.001177753,0.00005472944,0.0001969808,0.0005096681,0.01511473,0.00004675943],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00327477,0.9923413,0.0006252174,0.00076176,0.0002058762,0.001305022,0.0009639513,0.00001693309,0.0005051041],"genre_scores_gemma":[0.03343188,0.9596453,0.00328931,0.001512079,0.0001155513,0.001316473,0.0004740683,0.00001902508,0.0001962772],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03627759,"threshold_uncertainty_score":0.1918566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02851713439511181,"score_gpt":0.2799075472589588,"score_spread":0.2513904128638469,"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."}}