{"id":"W2920973095","doi":"10.3389/fmicb.2019.00297","title":"The Potential Role of Halothiobacillus spp. in Sulfur Oxidation and Acid Generation in Circum-Neutral Mine Tailings Reservoirs","year":2019,"lang":"en","type":"article","venue":"Frontiers in Microbiology","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Research Foundation; Genome Canada","keywords":"Tailings; Sulfur; Mining engineering; Chemistry; Environmental chemistry; Environmental science; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003775431,0.00009144755,0.0001758811,0.000171445,0.00001841714,0.0000120233,0.00008949528,0.0001430929,0.000009495629],"category_scores_gemma":[0.0000229755,0.00007864833,0.00002361515,0.0001297821,0.00004301708,0.00009401457,0.00002003303,0.0002180202,0.000004854094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006911526,"about_ca_system_score_gemma":0.000009875958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001173332,"about_ca_topic_score_gemma":0.0008218916,"domain_scores_codex":[0.9992516,0.00009055105,0.0002961825,0.0001537117,0.00002292483,0.000185044],"domain_scores_gemma":[0.9998096,0.00001394049,0.00004513473,0.0001043012,0.00001222337,0.00001477598],"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":[0.00003267009,0.00001080618,0.01537579,0.00001482366,0.000006957589,0.000001209663,0.0001629699,0.00767294,0.9731695,0.00003425503,0.0001698788,0.003348193],"study_design_scores_gemma":[0.002624013,0.0001253666,0.03673656,0.00006535598,0.0000114983,0.00004955666,0.002131786,0.1415649,0.8049073,0.0004987976,0.01084364,0.0004412484],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961089,0.002017508,0.000675575,0.00007149123,0.0007866157,0.0001720116,0.000004469691,0.00001167653,0.0001516752],"genre_scores_gemma":[0.9984503,0.000299988,0.00104367,0.00001737921,0.00003265199,0.000004994528,0.0000609153,0.000008841952,0.0000812119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1682622,"threshold_uncertainty_score":0.3207186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004714333786733757,"score_gpt":0.1856671553042212,"score_spread":0.1809528215174875,"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."}}