{"id":"W2807997208","doi":"10.22531/muglajsci.383095","title":"SUSTAINABILITY AND TAILINGS MANAGEMENT IN THE MINING INDUSTRY: PASTE TECHNOLOGY","year":2018,"lang":"en","type":"article","venue":"Mugla Journal of Science and Technology","topic":"Tailings Management and Properties","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Tailings; Sustainability; Mining industry; Environmental science; Waste management; Curing (chemistry); Mineral processing; Mining engineering; Engineering; Materials science; Metallurgy","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.001032503,0.00008265222,0.0001244838,0.001156162,0.000154386,0.00005732413,0.0004535551,0.0001271848,0.000002962358],"category_scores_gemma":[0.0001608844,0.00005525707,0.000007823871,0.001743693,0.00235327,0.0002447189,0.0001737606,0.0003516318,6.084509e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004684915,"about_ca_system_score_gemma":0.0000256591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002815114,"about_ca_topic_score_gemma":0.000007806417,"domain_scores_codex":[0.9992255,0.000008067893,0.0002103033,0.0001258464,0.0001715928,0.0002586889],"domain_scores_gemma":[0.9995582,0.00001543006,0.00006029456,0.0001446769,0.0001977755,0.00002361143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003337284,0.00005615811,0.09165929,0.0001796726,0.00005627669,0.0001966063,0.004192767,0.00006124604,0.007355024,0.03646266,0.0007376398,0.8590093],"study_design_scores_gemma":[0.004106259,0.003679122,0.04739248,0.0006018932,0.0002021833,0.0019329,0.4125801,0.01343872,0.03689946,0.2254373,0.2524011,0.001328487],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902641,0.0006530329,0.00008909711,0.007476673,0.0001009265,0.0001027876,7.780994e-8,0.00004261223,0.001270761],"genre_scores_gemma":[0.9989499,0.000141545,0.00078007,0.0000586489,0.00002749551,0.000004172707,1.554469e-8,0.000004025941,0.00003414826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8576808,"threshold_uncertainty_score":0.8670722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007924995747333484,"score_gpt":0.2234172088001722,"score_spread":0.2154922130528387,"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."}}