{"id":"W4390344762","doi":"10.3390/min14010030","title":"General Properties of Commingled Materials for Mix Designs","year":2023,"lang":"en","type":"article","venue":"Minerals","topic":"Tailings Management and Properties","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"FLSmidth","keywords":"Tailings; Environmental science; Mining engineering; Hydraulic conductivity; Permeability (electromagnetism); Weathering; Geology; Soil water; Materials science; Soil science; Geochemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00109316,0.001240076,0.0003313409,0.002944001,0.0004746194,0.0005879376,0.0006793675,0.0006384481,0.01920874],"category_scores_gemma":[0.002335059,0.0003737686,0.0004300052,0.00212297,0.0002291496,0.001095716,0.000507533,0.0004911899,0.004812602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004999492,"about_ca_system_score_gemma":0.0003090792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006013537,"about_ca_topic_score_gemma":0.001914378,"domain_scores_codex":[0.9988838,0.0001059872,0.0001364668,0.0001303971,0.0006566685,0.00008671187],"domain_scores_gemma":[0.9986712,0.0003279973,0.0002592387,0.0001176242,0.00053627,0.00008759696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009008649,0.0002927306,0.008026442,0.002186244,0.00006593687,0.0005127469,0.000297506,0.008277687,0.8756003,0.00267334,0.004474781,0.09669142],"study_design_scores_gemma":[0.00003963877,0.001765349,0.01668391,0.0001616629,0.00009659943,0.0006457869,0.0003417061,0.004069409,0.8986276,0.000991876,0.07652021,0.00005617887],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8738602,0.009117779,0.02970001,0.0002647033,0.0002211882,0.001429779,0.01591649,0.001270367,0.0682195],"genre_scores_gemma":[0.9219987,0.002875786,0.03138483,0.0001428139,0.00004952245,0.001283296,0.0073994,0.0004008068,0.03446471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01920874,"threshold_uncertainty_score":0.06425959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07169971112156115,"score_gpt":0.2365298887100698,"score_spread":0.1648301775885087,"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."}}