{"id":"W3212065795","doi":"10.3390/min11111234","title":"A Failure Modes and Effects Analysis Framework for Assessing Geotechnical Risks of Tailings Dam Closure","year":2021,"lang":"en","type":"article","venue":"Minerals","topic":"Tailings Management and Properties","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canadian Natural Resources Limited","keywords":"Closure (psychology); Tailings; Tailings dam; Dam failure; Engineering; Environmental planning; Risk analysis (engineering); Environmental science; Civil engineering; Business","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001534662,0.000128459,0.0003305861,0.0001098045,0.00004221396,0.00008481766,0.00007545824,0.0001295537,0.00001652409],"category_scores_gemma":[0.0001881254,0.0001157239,0.0001333604,0.0003566418,0.00002907585,0.0001240321,0.00004651448,0.0001252968,7.02037e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008993376,"about_ca_system_score_gemma":0.000006081118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001572252,"about_ca_topic_score_gemma":0.00001804674,"domain_scores_codex":[0.9993343,0.00002215111,0.0001967949,0.0001769543,0.00009814749,0.0001716569],"domain_scores_gemma":[0.9994673,0.0002113403,0.0000401746,0.0001888312,0.00005663935,0.00003572036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004265405,0.00009733489,0.0151965,0.004164725,0.003332483,0.00003346675,0.0007351143,0.2846334,0.6574482,0.01610122,0.003772977,0.01444191],"study_design_scores_gemma":[0.001168474,0.0001384815,0.004006429,0.0006816104,0.003536979,0.000004777155,0.0007902563,0.6159872,0.3391222,0.01961745,0.01394133,0.001004777],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8738369,0.002168087,0.123183,0.0001799562,0.0000371641,0.0001350211,0.000005686441,0.0001164487,0.000337686],"genre_scores_gemma":[0.957914,0.00005867297,0.04164004,0.00003922304,0.00006267006,0.00002780518,0.00001658736,0.00002020269,0.000220794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3313538,"threshold_uncertainty_score":0.4719082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03070126711488418,"score_gpt":0.2911843507861556,"score_spread":0.2604830836712714,"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."}}