{"id":"W4404495001","doi":"10.1007/978-3-031-67398-6_230","title":"Fluorite Removal and Purification of a Rare Earth Concentrate by Wet High-Intensity Magnetic Separation","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Minerals Flotation and Separation Techniques","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Fluorite; Rare earth; Magnetic separation; Intensity (physics); Earth (classical element); Materials science; Geology; Mineralogy; Metallurgy; Physics; Optics; Astronomy","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":[0.00007984567,0.0002258722,0.0002566325,0.0002723321,0.0002603572,0.0003954472,0.0003411256,0.0002473512,0.001341067],"category_scores_gemma":[0.00006012036,0.0001334554,0.0002370781,0.0002438856,0.0001157771,0.000431167,0.0001563549,0.0003628958,0.0009376974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002274756,"about_ca_system_score_gemma":0.0001729209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001570877,"about_ca_topic_score_gemma":0.003742598,"domain_scores_codex":[0.9999361,0.000002649239,0.00000276628,0.00001092072,0.00003769825,0.000009879286],"domain_scores_gemma":[0.9999819,0.00000481136,0.000001906838,0.000002382264,0.000006838628,0.000002182514],"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":[0.00004320958,0.00005643778,0.0001184319,0.00006670722,0.000007259215,0.00008592039,0.00003855416,0.000281714,0.9647807,0.0006372454,0.0005252136,0.03335856],"study_design_scores_gemma":[0.000004282454,0.0001007,0.001128303,0.0000065997,0.000008960402,0.0002374304,0.00001968633,0.001749138,0.9851206,0.0002626722,0.01135556,0.000006124769],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8169212,0.01175029,0.1113885,0.000547692,0.0002820726,0.0001353656,0.0005350914,0.0005214339,0.05791856],"genre_scores_gemma":[0.761919,0.006471278,0.03992844,0.0002326565,0.0001094637,0.00006077055,0.001034638,0.0002300273,0.1900138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001570877,"threshold_uncertainty_score":0.004486322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01095061406471294,"score_gpt":0.2329793731969778,"score_spread":0.2220287591322648,"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."}}