{"id":"W4319941934","doi":"10.1016/j.chemosphere.2023.138124","title":"Dissolved thiolated arsenic formed by weathering of mine wastes","year":2023,"lang":"en","type":"article","venue":"Chemosphere","topic":"Arsenic contamination and mitigation","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Arthur B. McDonald-Canadian Astroparticle Physics Research Institute; Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Arsenopyrite; Tailings; Weathering; Environmental chemistry; Arsenic; Biogeochemical cycle; Chemistry; Geology; Geochemistry; Environmental science; Chalcopyrite","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":[0.0001970734,0.0002168331,0.0002422811,0.0003053134,0.0002550458,0.00042261,0.0001931725,0.000405854,0.001012924],"category_scores_gemma":[0.0002551915,0.0001574451,0.0001638491,0.0002383973,0.0002440517,0.0002457467,0.0002471775,0.000270375,0.0001883752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003517772,"about_ca_system_score_gemma":0.0002360685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00185143,"about_ca_topic_score_gemma":0.002018095,"domain_scores_codex":[0.9998573,0.00002677256,0.00001019698,0.00003073765,0.0000444111,0.00003043552],"domain_scores_gemma":[0.9999232,0.00001239213,0.00001969224,0.000007525673,0.00002590339,0.0000113658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0008313218,0.00002137501,0.003991528,0.00007133429,0.00003590171,0.0001688214,0.000156746,0.0005576847,0.9896545,0.0001449234,0.0001019887,0.004263723],"study_design_scores_gemma":[0.00001548031,0.0001797275,0.005561548,0.000004528253,0.00001643667,0.0000908682,0.0001659314,0.001224687,0.9916404,0.0001300783,0.0009652919,0.000005017379],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983001,0.0002369874,0.0006799986,0.00003558408,0.00001530184,0.000004635339,0.0001244691,0.00001555829,0.0005872792],"genre_scores_gemma":[0.99796,0.000138472,0.0003637876,0.00001090516,0.000007120614,0.000001969774,0.000122099,0.000006003705,0.001389642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00185143,"threshold_uncertainty_score":0.003681302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006143501927982788,"score_gpt":0.2078411018317381,"score_spread":0.2016975999037553,"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."}}