{"id":"W3175322868","doi":"10.1016/j.mineng.2021.107032","title":"Kinetics and mechanisms of arsenic and sulfur release from crystalline orpiment","year":2021,"lang":"en","type":"article","venue":"Minerals Engineering","topic":"Arsenic contamination and mitigation","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"University of British Columbia","keywords":"Arsenic; Chemistry; Arsenate; Sulfur; Inorganic chemistry; Leaching (pedology); Thiosulfate; Environmental chemistry; Nuclear chemistry; Organic chemistry; Geology","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":[0.0001717482,0.0001966467,0.0001726226,0.0001837912,0.0001904061,0.0003778149,0.0002428179,0.0002358296,0.002593457],"category_scores_gemma":[0.0003204626,0.000148689,0.0001867277,0.0001556666,0.0002123576,0.0003728571,0.0001552036,0.0003094365,0.0004295711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007154461,"about_ca_system_score_gemma":0.0004313707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006819936,"about_ca_topic_score_gemma":0.004890352,"domain_scores_codex":[0.9999042,0.00001136308,0.000004382817,0.00002097454,0.00003131325,0.00002773902],"domain_scores_gemma":[0.9999002,0.00004718736,0.00001848342,0.000006548277,0.00002038865,0.000007194482],"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":[0.0008200295,0.00005848778,0.004037443,0.0001542686,0.0000306584,0.0001572013,0.0002072237,0.004809874,0.977616,0.003049583,0.0004959112,0.008563459],"study_design_scores_gemma":[0.00001628012,0.0001883072,0.005131387,0.000005752322,0.000009298587,0.00006340974,0.0001734132,0.01993266,0.9713454,0.0004445679,0.002676565,0.00001289958],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938403,0.0003988442,0.003022335,0.00008468899,0.0000108631,0.00002117146,0.0003761912,0.00003877559,0.002206886],"genre_scores_gemma":[0.9946815,0.0002936284,0.0006673388,0.00001100479,0.000003179715,0.00001010129,0.0002636655,0.000009571026,0.004059956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006819936,"threshold_uncertainty_score":0.01356047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005168713677877862,"score_gpt":0.1774600715024218,"score_spread":0.1722913578245439,"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."}}