{"id":"W1974127060","doi":"10.1002/ep.670200413","title":"Oxidation of ferrous iron by <i>Thiobacillus ferrooxidans</i> in a full‐scale rotating biological contactor","year":2001,"lang":"en","type":"article","venue":"Environmental Progress","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Ferrous; Rotating biological contactor; Thiobacillus ferrooxidans; Biological oxidation; Chemistry; Contactor; Thiobacillus; Acidithiobacillus ferrooxidans; Substrate (aquarium); Metallurgy; Acid mine drainage; Sulfur; Environmental chemistry; Copper; Environmental engineering; Materials science; Environmental science; Wastewater; Bioleaching; Geology; 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":[0.0004910422,0.0004678897,0.0005980546,0.0001850395,0.0002594688,0.0004918571,0.0004081987,0.0003517545,0.0005038915],"category_scores_gemma":[0.0004918166,0.0001618045,0.0003496819,0.0002539094,0.0002338685,0.0003014211,0.0002709365,0.000323832,0.0003296677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003451407,"about_ca_system_score_gemma":0.0004267835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003160535,"about_ca_topic_score_gemma":0.00248134,"domain_scores_codex":[0.9996189,0.0001017507,0.00002824223,0.00006513047,0.0001271153,0.00005886495],"domain_scores_gemma":[0.9997632,0.00005298224,0.00004994776,0.00002802866,0.00005306613,0.00005285653],"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":[0.0001159964,0.00003303439,0.0003303626,0.00003035832,0.000004704516,0.00003194355,0.00002191129,0.0001433033,0.997894,0.00001500835,0.00002223105,0.001357214],"study_design_scores_gemma":[0.000024307,0.0008640196,0.003059204,0.000005317436,0.00001944182,0.000131303,0.00004452837,0.00170357,0.9935839,0.00001100516,0.0005455423,0.000007916483],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987308,0.0001627075,0.0008186541,0.00002765011,0.000005883983,0.00001357157,0.00005298243,0.00002759624,0.0001601269],"genre_scores_gemma":[0.9955012,0.0002616575,0.003337431,0.00001413726,0.000006774037,0.00001551958,0.0001852768,0.00001743546,0.0006605932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003160535,"threshold_uncertainty_score":0.006284297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009123014485007758,"score_gpt":0.2082341983923299,"score_spread":0.1991111839073222,"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."}}