{"id":"W4367154867","doi":"10.36487/acg_repo/2355_53","title":"Evaluating the dry stacking performance of commingled waste rock and filtered tailings","year":2023,"lang":"en","type":"article","venue":"Paste/˜Pœaste","topic":"Tailings Management and Properties","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Banff Centre; Geomechanica (Canada); University of Alberta","funders":"","keywords":"Tailings; Stacking; Geology; Mining engineering; Geochemistry; Environmental science; Materials science; Metallurgy; Chemistry","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":[0.0005677087,0.0001758437,0.0002082526,0.0001184428,0.0001708561,0.00006845066,0.0002265679,0.00004127318,0.0000345507],"category_scores_gemma":[0.00005547793,0.0001330272,0.00004589973,0.0003269473,0.00003781618,0.0001930339,0.0001932475,0.0001660092,0.00005483066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001562378,"about_ca_system_score_gemma":0.000007415802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001075884,"about_ca_topic_score_gemma":0.000006570227,"domain_scores_codex":[0.9988953,0.00004085503,0.0003201688,0.0001681389,0.0002563604,0.000319165],"domain_scores_gemma":[0.9994162,0.0001426049,0.00008265211,0.0002714175,0.00005004024,0.00003705445],"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":[0.0002337714,0.00002787146,0.06773282,0.004096712,0.0004242382,0.000008571142,0.01944033,0.5597033,0.1627811,0.0001558665,0.001544831,0.1838506],"study_design_scores_gemma":[0.000426928,0.0001621506,0.003425639,0.0002437992,0.00004413412,9.736837e-7,0.00184601,0.9773364,0.01523932,0.00003325519,0.001036292,0.0002051198],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966682,0.0005239358,0.0001407393,0.00008962096,0.0002706869,0.0002376972,0.000003221422,0.0002651413,0.001800806],"genre_scores_gemma":[0.9978946,0.0001402147,0.0002308063,0.00001817604,0.0001040189,0.00002614031,0.000007159205,0.00004024414,0.001538611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4176331,"threshold_uncertainty_score":0.5424692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04770060560592791,"score_gpt":0.2599864559773926,"score_spread":0.2122858503714647,"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."}}