{"id":"W4367155069","doi":"10.36487/acg_repo/2355_35","title":"How high is too high? Challenges on the next generation of dewatered tailings stacks","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; Environmental science; Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003643655,0.0005189939,0.0003729328,0.0005450319,0.001736609,0.004621928,0.001534577,0.002442574,0.007985913],"category_scores_gemma":[0.002129104,0.0002987615,0.0003659213,0.0005616166,0.002218312,0.006602448,0.002484577,0.002209829,0.001305519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001367937,"about_ca_system_score_gemma":0.002747727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003423377,"about_ca_topic_score_gemma":0.009803881,"domain_scores_codex":[0.9983809,0.0003142894,0.00007858397,0.0001105781,0.0007086459,0.0004070409],"domain_scores_gemma":[0.9980274,0.0004950847,0.0001357863,0.000109266,0.0008326111,0.0003999055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000284733,0.0003496079,0.01149171,0.001738617,0.00007250724,0.003037653,0.005526567,0.02963298,0.05840359,0.2983395,0.0579767,0.5331457],"study_design_scores_gemma":[0.00002515376,0.0008217444,0.009798958,0.001302968,0.00008160146,0.002252092,0.05412491,0.02475898,0.03260168,0.179031,0.694947,0.0002539337],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.3599136,0.03018814,0.193973,0.1826475,0.002098188,0.0003459151,0.0006244738,0.001084438,0.2291248],"genre_scores_gemma":[0.88272,0.01645265,0.06695691,0.004582096,0.00037846,0.0001035393,0.0002772566,0.0002504313,0.0282787],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.007985913,"threshold_uncertainty_score":0.02671558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1066492016662362,"score_gpt":0.210555376825368,"score_spread":0.1039061751591318,"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."}}