{"id":"W2802419939","doi":"10.1371/journal.pone.0196032","title":"Short-term microbial effects of a large-scale mine-tailing storage facility collapse on the local natural environment","year":2018,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Mine drainage and remediation techniques","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Thompson Rivers University","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; Genome British Columbia; Genome Canada","keywords":"Tailings; Environmental science; Disturbance (geology); Watershed; Microbial population biology; Ecosystem; Wetland; Ecology; Riparian zone; Biology; Habitat; 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":[0.0001973532,0.0002668847,0.0002293269,0.0002492054,0.0005757314,0.0005230341,0.0002755501,0.0003207417,0.0007874659],"category_scores_gemma":[0.0004902481,0.0001126943,0.0001983239,0.0002650162,0.0003874719,0.0003260532,0.0007257031,0.0003628394,0.0001189754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007864026,"about_ca_system_score_gemma":0.0006045466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01989438,"about_ca_topic_score_gemma":0.05611324,"domain_scores_codex":[0.9997911,0.00002956109,0.000008559444,0.00005215472,0.00004706335,0.00007153924],"domain_scores_gemma":[0.9995683,0.00003505168,0.0001446479,0.00002818099,0.00009536517,0.00012854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004260076,0.0004126999,0.9233232,0.00004600474,0.00008037629,0.0006900682,0.0006826211,0.0007620641,0.06578128,0.00003898017,0.0002514581,0.007505178],"study_design_scores_gemma":[0.000002100825,0.0004178527,0.9959235,0.000003990636,0.00001327577,0.00005340319,0.0009403148,0.0005193388,0.001923481,0.0000137406,0.0001840333,0.000004945593],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997607,0.00001161333,0.0000287749,0.000009706487,9.775785e-7,0.000003941099,0.00006833736,0.000001815607,0.0001141327],"genre_scores_gemma":[0.9995559,0.00001822397,0.00006984828,0.00001548472,0.00000194583,0.000006709467,0.0001623558,8.129879e-7,0.000168696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01989438,"threshold_uncertainty_score":0.0395571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01082078123127012,"score_gpt":0.2063549027712215,"score_spread":0.1955341215399514,"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."}}