{"id":"W3176076100","doi":"10.3390/min11060649","title":"The Recovery and Concentration of Spodumene Using Dense Media Separation","year":2021,"lang":"en","type":"article","venue":"Minerals","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"ARC Resources (Canada); Queen's University","funders":"","keywords":"Spodumene; Pegmatite; Tailings; Gravity separation; Brine; Environmental science; Lithium (medication); Geology; Mineralogy; Mining engineering; Chemistry; Materials science; Metallurgy; Environmental engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007037006,0.00004086185,0.00005779062,0.000009696738,0.00004362597,0.00003541811,0.0000148327,0.00002630547,0.00004056092],"category_scores_gemma":[0.00006499978,0.00003413225,0.00001189506,0.00007512303,0.00001432869,0.0001422928,0.00000335919,0.00002851614,0.000002203319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001087859,"about_ca_system_score_gemma":0.00002431683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003248888,"about_ca_topic_score_gemma":0.00005924079,"domain_scores_codex":[0.9996778,0.00001689916,0.0001378117,0.0000512223,0.00006226492,0.00005402511],"domain_scores_gemma":[0.9997442,0.00008490366,0.00002618289,0.00005625374,0.0000707525,0.00001769865],"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":[0.000005768872,0.0000047672,0.0001059553,0.00001992158,0.00001252637,0.000001452259,0.0002335942,0.01152416,0.9835523,0.0007796226,0.002419911,0.001339977],"study_design_scores_gemma":[0.0002804765,0.00001234184,0.00063784,0.00002571209,0.0000219805,0.0000342871,0.0002763903,0.06901974,0.880411,0.0007568573,0.0483974,0.0001259323],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905933,0.002112754,0.002133989,0.0001023819,0.0002642344,0.00003701283,0.000003671804,0.0000267367,0.00472594],"genre_scores_gemma":[0.9974728,0.0007872602,0.0005437052,0.00003590058,0.00005671392,0.000002139957,0.00001460903,0.000005062204,0.001081772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1031413,"threshold_uncertainty_score":0.1391873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02170836663593094,"score_gpt":0.2735197590472233,"score_spread":0.2518113924112923,"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."}}