{"id":"W2979524965","doi":"","title":"Centrifuge Modeling of the Consolidation Evolution of Fine-Grained Mine Tailings","year":2013,"lang":"en","type":"article","venue":"","topic":"Geotechnical and Geomechanical Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Golder Associates (Canada)","funders":"","keywords":"Tailings; Centrifuge; Consolidation (business); Geology; Mining engineering; Geotechnical engineering; Metallurgy; Materials science","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":[0.00006978714,0.00007795639,0.0001294181,0.00003965219,0.00001231731,0.000003639189,0.0001628912,0.00006754885,0.000121997],"category_scores_gemma":[0.0001255789,0.00005454369,0.00006743117,0.0002116764,0.00001495095,0.00007001774,0.00005066235,0.00008755269,0.000009993645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000231938,"about_ca_system_score_gemma":0.000006347191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000162672,"about_ca_topic_score_gemma":0.000008208953,"domain_scores_codex":[0.9994038,0.0000056022,0.0002761782,0.00007016601,0.0001123194,0.0001318969],"domain_scores_gemma":[0.9996036,0.00002878512,0.00002650207,0.0002291867,0.00008001734,0.00003188873],"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":[8.9418e-7,0.000008631299,0.0000143771,0.00005434508,0.000007800447,2.157875e-8,0.000009771099,0.8628653,0.1337531,0.002665278,0.00008030874,0.0005402014],"study_design_scores_gemma":[0.0001422862,0.00001033667,0.00004774497,0.00003147154,0.000007292561,5.724647e-7,0.00001587896,0.9608093,0.0366316,0.002155732,0.00008666761,0.00006115876],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3758699,0.00008552671,0.6227285,0.000177385,0.00009880786,0.0001764746,0.000002428548,0.0001171262,0.0007438702],"genre_scores_gemma":[0.9967395,0.000004728684,0.003153822,0.000006305278,0.00001545426,0.000008850128,0.000001988003,0.000009314946,0.00006000241],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6208696,"threshold_uncertainty_score":0.2224227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005324543372012755,"score_gpt":0.1631438737388681,"score_spread":0.1578193303668553,"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."}}