{"id":"W2563953741","doi":"","title":"Are our tailings dams safe? How technology can aid in a superior monitoring programme","year":2014,"lang":"en","type":"article","venue":"Australia's Paydirt","topic":"Tailings Management and Properties","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tailings; Mount; Mining engineering; Tailings dam; Environmental science; Archaeology; Geology; Hydrology (agriculture); Water resource management; Engineering; Geography; Geotechnical engineering; Metallurgy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0317436,0.001309071,0.0006544811,0.002677724,0.006025109,0.01585848,0.002606897,0.01016185,0.0307106],"category_scores_gemma":[0.07138657,0.0007181862,0.0007955313,0.00139843,0.01308979,0.02517338,0.006601879,0.007871268,0.01557021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003607003,"about_ca_system_score_gemma":0.01685607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01399444,"about_ca_topic_score_gemma":0.01540788,"domain_scores_codex":[0.986563,0.006234446,0.0007337069,0.001154803,0.003767039,0.001546891],"domain_scores_gemma":[0.9657536,0.01124695,0.002022535,0.003104283,0.01219473,0.005677951],"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":[0.0001411466,0.0006011687,0.02061737,0.0008542953,0.0001030353,0.0009512374,0.00552391,0.00239012,0.002198386,0.1318553,0.2982476,0.5365164],"study_design_scores_gemma":[0.00008014504,0.0004997432,0.007230668,0.002325233,0.00009941884,0.0008680132,0.0161788,0.001645471,0.0018265,0.1871807,0.7818478,0.0002175823],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.00613163,0.008565108,0.04162508,0.830657,0.006086322,0.0001993621,0.0001698609,0.0008335251,0.1057322],"genre_scores_gemma":[0.4463061,0.04575937,0.2056096,0.191161,0.008062628,0.0007931345,0.0005181338,0.0009804397,0.1008096],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0317436,"threshold_uncertainty_score":0.1678782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03603469798898982,"score_gpt":0.2517881320383117,"score_spread":0.2157534340493219,"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."}}