{"id":"W4413039651","doi":"10.1016/j.jhazmat.2025.139383","title":"Diverse sulfate- and sulfur intermediate- reducing bacteria contributing to annually expanding water anoxia in an oil sands pit lake","year":2025,"lang":"en","type":"article","venue":"Journal of Hazardous Materials","topic":"Mine drainage and remediation techniques","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Suncor Energy Incorporated","keywords":"Tailings; Biogeochemical cycle; Sulfate; Sulfur; Environmental chemistry; Sulfate-reducing bacteria; Anoxic waters; Environmental science; Chemistry","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":[0.0001243716,0.0003241221,0.0002742164,0.000605744,0.0007780783,0.0005093276,0.0001827653,0.0003308752,0.0004389713],"category_scores_gemma":[0.0001838792,0.0001869682,0.0002290112,0.0007713697,0.0003572544,0.000396681,0.0007021266,0.0002435403,0.0001020389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005070289,"about_ca_system_score_gemma":0.0007583563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02138834,"about_ca_topic_score_gemma":0.03807921,"domain_scores_codex":[0.9998032,0.00001189288,0.00001316074,0.00006207291,0.00005739842,0.00005230234],"domain_scores_gemma":[0.9999051,0.000008041978,0.00002864407,0.000003101024,0.00002750394,0.00002758798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003925939,0.0002100705,0.4606584,0.0001800013,0.00004986085,0.000914097,0.002831279,0.0006400383,0.5170321,0.0001096812,0.0003633462,0.01661845],"study_design_scores_gemma":[0.00001547446,0.0004163525,0.9615578,0.00002837944,0.00005954071,0.0003857145,0.004733363,0.003286072,0.0274696,0.0001249159,0.001885955,0.00003673812],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995561,0.00003140141,0.00005725615,0.00002267847,0.000001386914,0.000006234892,0.0001492512,0.000006615863,0.0001689775],"genre_scores_gemma":[0.998753,0.00006842484,0.0004814521,0.00004503857,0.00000488242,0.0000121877,0.0002855538,0.000003666818,0.0003458936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02138834,"threshold_uncertainty_score":0.04252774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00718672813145313,"score_gpt":0.259721970168126,"score_spread":0.2525352420366728,"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."}}