{"id":"W2103438713","doi":"10.51847/jgla2re","title":"10.51847/JGla2rE","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Mine drainage and remediation techniques","field":"Environmental Science","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sulfate; Sulfate-reducing bacteria; Chemistry; Sulfide; Bacteria; Environmental chemistry; Biology; Organic chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000696753,0.001758276,0.0008251405,0.002920002,0.001093057,0.003573189,0.001677437,0.003547528,0.963571],"category_scores_gemma":[0.0008752855,0.0006345508,0.0008295999,0.002258003,0.0009937827,0.002306596,0.002198629,0.001375113,0.9735238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009853593,"about_ca_system_score_gemma":0.0006763242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002875355,"about_ca_topic_score_gemma":0.002493895,"domain_scores_codex":[0.9995795,0.00002918676,0.00002941144,0.0001407416,0.0001519181,0.0000692086],"domain_scores_gemma":[0.9989948,0.0001258648,0.0000583375,0.00023691,0.0003182829,0.0002657677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004038737,0.0004715466,0.001694081,0.000492211,0.00004122993,0.0003763805,0.0001221091,0.000512867,0.01502204,0.005381386,0.3166423,0.65884],"study_design_scores_gemma":[0.0000552109,0.00004708156,0.001251388,0.0001460314,0.0000108781,0.0003705405,0.00006236211,0.0003799933,0.001675291,0.001011541,0.9949694,0.00002028529],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00368827,0.001105236,0.003909016,0.001929108,0.001359031,0.0001478327,0.005473875,0.008062378,0.9743252],"genre_scores_gemma":[0.004807303,0.000320355,0.002078855,0.0006284982,0.0001425659,0.00006717337,0.004226549,0.0008305447,0.9868981],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03642905,"threshold_uncertainty_score":0.05196154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003954090448250438,"score_gpt":0.1772446990344145,"score_spread":0.173290608586164,"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."}}