{"id":"W4413295995","doi":"10.64628/anxla.mcptec6hm","title":"Yellowknife’s Giant Mine: Canada downplayed arsenic exposure as an Indigenous community was poisoned","year":2025,"lang":"en","type":"article","venue":"","topic":"Arsenic contamination and mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Indigenous; Arsenic; Environmental science; Environmental chemistry; Mining engineering; Chemistry; Geology; Biology; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001149643,0.0003126969,0.0002459283,0.0005205607,0.03138445,0.007045979,0.001273057,0.004594206,0.006464283],"category_scores_gemma":[0.001910454,0.0002523481,0.0002512788,0.0007688525,0.01145218,0.002198766,0.003503052,0.009942359,0.0004262371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03549768,"about_ca_system_score_gemma":0.08643659,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9728945,"about_ca_topic_score_gemma":0.9937734,"domain_scores_codex":[0.9987773,0.0001519035,0.00001748675,0.00009782175,0.0003296372,0.000625798],"domain_scores_gemma":[0.9984304,0.0001578888,0.00005873612,0.00003625996,0.0005370583,0.0007797098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003263107,0.0001080119,0.04153014,0.0002424116,0.00006701059,0.00824736,0.3576776,0.0003746412,0.007255225,0.08253474,0.4385728,0.0630637],"study_design_scores_gemma":[0.00001275414,0.00005122337,0.01860003,0.0002091384,0.0000297331,0.0008232832,0.3191653,0.0001455334,0.00102391,0.006110477,0.6537633,0.00006541586],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2958997,0.004545606,0.001039432,0.5151715,0.003820441,0.00006113944,0.0003719267,0.0001207577,0.1789695],"genre_scores_gemma":[0.7767922,0.003742604,0.0009420402,0.06579256,0.0003920194,0.00001353567,0.00008953184,0.00009677405,0.1521388],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03549768,"threshold_uncertainty_score":0.2575549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00532443600184781,"score_gpt":0.227720262425175,"score_spread":0.2223958264233272,"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."}}