{"id":"W2075917342","doi":"10.1016/j.chemgeo.2010.02.019","title":"The distinction between ore processing and post-depositional transformation on the speciation of arsenic and antimony in mine waste and sediment","year":2010,"lang":"en","type":"article","venue":"Chemical Geology","topic":"Arsenic contamination and mitigation","field":"Environmental Science","cited_by":50,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"Yale University","keywords":"Arsenic; Sulfide; Antimony; Sedimentary depositional environment; Sediment; Roasting; Geology; Geochemistry; Environmental chemistry; Weathering; Arsenopyrite; Metallurgy; Mineralogy; Chemistry; Materials science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001591077,0.00004378311,0.00005005469,0.00001158185,0.00007021651,0.000007566482,0.0000257831,0.00004826594,0.00002931365],"category_scores_gemma":[0.00004122152,0.00002783111,0.000006507219,0.00004205593,0.0002509364,0.00006730975,0.00002333345,0.00009502417,0.000001142909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001382916,"about_ca_system_score_gemma":0.000003424554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002350006,"about_ca_topic_score_gemma":0.0001037731,"domain_scores_codex":[0.9996274,0.00001872933,0.0001248277,0.00009046312,0.00007448734,0.00006407974],"domain_scores_gemma":[0.9997613,0.0001208646,0.00005311819,0.00003694624,0.000008128214,0.0000196684],"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":[0.0000491926,0.00003109473,0.1053316,0.00001505878,0.00000456099,2.863173e-7,0.002094429,0.000004937379,0.7302762,0.002014524,0.00002538924,0.1601526],"study_design_scores_gemma":[0.0004234687,0.00005510095,0.926076,0.0000106454,0.00001064449,0.00001279546,0.0004694664,0.004175587,0.06696013,0.001542194,0.0002026873,0.00006130256],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942239,0.00001260341,0.00009827373,0.0049412,0.00001803236,0.0001199613,0.000001775649,0.000003423839,0.0005808173],"genre_scores_gemma":[0.9997912,0.00001190124,0.00005494976,0.00007219158,0.00002272646,0.000006272069,0.00001666171,0.000001755938,0.00002236408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8207443,"threshold_uncertainty_score":0.113492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004730763357023419,"score_gpt":0.2011859128617902,"score_spread":0.1964551495047668,"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."}}