{"id":"W3179660909","doi":"10.1016/j.enggeo.2021.106262","title":"Catastrophic mass flows resulting from tailings impoundment failures","year":2021,"lang":"en","type":"article","venue":"Engineering Geology","topic":"Tailings Management and Properties","field":"Engineering","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Klohn Crippen Berger (Canada); University of British Columbia; University of Waterloo","funders":"University of British Columbia; University of Waterloo; Natural Sciences and Engineering Research Council of Canada; U.S. Geological Survey; Queen's University; British Burn Association; University of Western Australia; Suncor Energy Incorporated; Google","keywords":"Tailings; Environmental science; Hydrology (agriculture); Drainage; Dam failure; Elevation (ballistics); Tailings dam; Geology; Geotechnical engineering; Geography; Engineering; Flood myth","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001002801,0.000230594,0.0002440139,0.00009851869,0.00005242994,0.00005398672,0.0001855497,0.0001122238,0.0002238519],"category_scores_gemma":[0.00009474198,0.0002496292,0.0000682052,0.0001587497,0.00001773533,0.0001113832,0.00009415303,0.0002806072,0.0001314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005635958,"about_ca_system_score_gemma":0.00001360894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001495213,"about_ca_topic_score_gemma":0.00005054834,"domain_scores_codex":[0.9988638,0.0000168193,0.0002796905,0.0002791232,0.0001206634,0.0004398717],"domain_scores_gemma":[0.999474,0.00007526774,0.00002435568,0.0003161357,0.0000380541,0.00007220011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000009742122,0.000009804202,0.001093316,0.0001071877,0.0001896022,0.0001666353,0.0004692397,0.7592698,0.2354561,0.0005895016,0.001033047,0.00160592],"study_design_scores_gemma":[0.001034487,0.00005437795,0.002272187,0.0001078755,0.00008423368,0.00002656133,0.0004220772,0.6823591,0.08098724,0.000502856,0.2311689,0.0009800963],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9642283,0.003903817,0.02748773,0.0004997188,0.001734897,0.0001132849,0.00001290775,0.001082992,0.0009363321],"genre_scores_gemma":[0.9800372,0.0001112043,0.01868197,0.00004237751,0.0003807493,0.00002769812,0.0001048246,0.00005707988,0.00055692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2301359,"threshold_uncertainty_score":0.9999956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005860492751011298,"score_gpt":0.1673934575428484,"score_spread":0.1615329647918371,"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."}}