{"id":"W4388798195","doi":"10.1016/j.apgeochem.2023.105848","title":"Incomplete sulfide oxidation under sub-oxic conditions: Rates and aqueous sulfur speciation","year":2023,"lang":"en","type":"article","venue":"Applied Geochemistry","topic":"Mine drainage and remediation techniques","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; Queen's University; Canada Foundation for Innovation","keywords":"Sphalerite; Pyrite; Thiosulfate; Sulfide; Chemistry; Tetrathionate; Sulfur; Sulfide minerals; Sulfate; Redox; Environmental chemistry; Inorganic chemistry; Dissolution; Weathering; Mineralogy; Geology; Geochemistry","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":[0.0002018717,0.0002981753,0.0002038098,0.0001821671,0.0001329206,0.0004554505,0.0001831719,0.0002392359,0.0006087535],"category_scores_gemma":[0.0002500158,0.0001209265,0.0001388953,0.0001631694,0.0002930432,0.0003054753,0.0002877673,0.000266277,0.0001584166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002177059,"about_ca_system_score_gemma":0.0001784526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001949597,"about_ca_topic_score_gemma":0.002416142,"domain_scores_codex":[0.9998229,0.00001713859,0.00001361683,0.00006102713,0.00005353962,0.00003186408],"domain_scores_gemma":[0.9998677,0.00002289818,0.00004311402,0.000009589052,0.00003527775,0.00002140694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001033131,0.00001239254,0.002703089,0.0000325622,0.000004849235,0.00002833446,0.00005470879,0.00007026169,0.995789,0.00002414778,0.00001286023,0.001164538],"study_design_scores_gemma":[0.000006453244,0.0002536773,0.02253008,0.000005902732,0.00001247654,0.00006934345,0.0001231913,0.0008512472,0.9752918,0.00007333508,0.0007762752,0.000006048973],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982954,0.0001959444,0.0006951852,0.00001688773,0.000003424661,0.00001085238,0.0001822442,0.00001288997,0.0005872302],"genre_scores_gemma":[0.9976274,0.0002847915,0.0009118578,0.00001371752,0.000004573527,0.00001027096,0.0002967044,0.000008315023,0.0008425142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001949597,"threshold_uncertainty_score":0.003876507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009143832884565039,"score_gpt":0.2336339430174233,"score_spread":0.2244901101328582,"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."}}