{"id":"W4389099555","doi":"10.1007/s42461-023-00880-5","title":"Replacement of Wet Ball Milling with High-Pressure Grinding Ahead of Mineral Separation","year":2023,"lang":"en","type":"article","venue":"Mining Metallurgy & Exploration","topic":"Mineral Processing and Grinding","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Natural Resources Canada","keywords":"Comminution; Grinding; Mineral processing; Ball mill; Tonnage; Pulverizer; Environmental science; Process engineering; Metallurgy; Materials science; Engineering; Geology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004231211,0.000183762,0.0003118348,0.0003039873,0.00007182246,0.00003096378,0.0001007813,0.00007937168,0.00002530736],"category_scores_gemma":[0.00004050626,0.0001694517,0.0000483865,0.0006002149,0.00002920751,0.0005061051,0.00002439993,0.00009527259,0.0000110752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002478951,"about_ca_system_score_gemma":0.00001979375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002252143,"about_ca_topic_score_gemma":0.0000418547,"domain_scores_codex":[0.9987211,0.00003857996,0.0004688625,0.0002192725,0.000325705,0.000226504],"domain_scores_gemma":[0.9994246,0.00005926887,0.0001749196,0.0002028501,0.0000940773,0.00004424677],"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":[0.00005504819,0.00001609195,0.0008688472,0.0002980786,0.0001313495,0.000002843128,0.002964509,0.823001,0.17095,0.0002539955,0.0005060233,0.0009522042],"study_design_scores_gemma":[0.001437241,0.000576422,0.001453672,0.000831241,0.0002883249,0.000007087015,0.002759819,0.7800055,0.2094111,0.0003136559,0.002315551,0.000600408],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786816,0.0001294322,0.01985796,0.00005632934,0.0002546243,0.0001333948,0.000006314515,0.0002452781,0.0006351303],"genre_scores_gemma":[0.993763,0.00003378244,0.005438792,0.000005100116,0.0001003944,0.00003772798,0.0001736092,0.00003977866,0.0004078315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04299551,"threshold_uncertainty_score":0.6910039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03104198153330491,"score_gpt":0.2564166966731399,"score_spread":0.225374715139835,"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."}}