{"id":"W4393397413","doi":"10.1016/j.jhazmat.2024.134193","title":"Novel insights into the kinetics and mechanism of arsenopyrite bio-dissolution enhanced by pyrite","year":2024,"lang":"en","type":"article","venue":"Journal of Hazardous Materials","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"Laurentian University; Centre for Excellence in Mining Innovation","funders":"","keywords":"Arsenopyrite; Pyrite; Bioleaching; Tailings; Dissolution; Chemistry; Arsenic; Environmental chemistry; Mineralogy; Chalcopyrite; Organic chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001616322,0.0002873933,0.0002533297,0.0001238102,0.0001191781,0.0004755186,0.0002691356,0.000318745,0.0009222689],"category_scores_gemma":[0.0001470305,0.0001594183,0.0002311666,0.0000953597,0.0002463432,0.0006535798,0.0002287877,0.0004435841,0.0002064961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003098696,"about_ca_system_score_gemma":0.0003060945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000910213,"about_ca_topic_score_gemma":0.0008820069,"domain_scores_codex":[0.99994,0.000005562158,0.000003353318,0.00001244236,0.0000222961,0.00001630196],"domain_scores_gemma":[0.999954,0.00001434471,0.000009434587,0.000004664134,0.00001120417,0.000006368152],"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":[0.0001448003,0.00002848112,0.0007016847,0.00009026601,0.000006957249,0.0001712717,0.00004594202,0.0004755648,0.9930874,0.001616486,0.00005126616,0.003579959],"study_design_scores_gemma":[0.00001656539,0.0001205007,0.002533859,0.000004544908,0.00001832159,0.0003182258,0.0001297714,0.02120163,0.9720021,0.001191148,0.002448328,0.00001498072],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9675009,0.002369959,0.0262224,0.0004387844,0.00005358028,0.00002364649,0.0001714742,0.0001227317,0.00309647],"genre_scores_gemma":[0.9954956,0.0007255909,0.002366712,0.0000234249,0.000006473764,0.000004850313,0.00006469212,0.000006185567,0.001306483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009222689,"threshold_uncertainty_score":0.003085256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008927140762633503,"score_gpt":0.2261062438002548,"score_spread":0.2171791030376213,"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."}}