{"id":"W3086371274","doi":"10.1007/s42461-020-00299-2","title":"Mineralogical Characterization and Preliminary Beneficiation of the Zoro Lithium Project, Manitoba, Canada","year":2020,"lang":"en","type":"article","venue":"Mining Metallurgy & Exploration","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"ARC Resources (Canada); Mount Saint Vincent University","funders":"","keywords":"Spodumene; Tourmaline; Pegmatite; Quartz; Geology; Mineral; Mineralogy; Feldspar; Beneficiation; Albite; Plagioclase; Geochemistry; Metallurgy; Materials science; Ceramic","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":[0.0003875042,0.0002234651,0.0002307664,0.002233795,0.002649307,0.0008863511,0.0008493784,0.0002399002,0.002308912],"category_scores_gemma":[0.0004241436,0.0001940434,0.0001543123,0.002731711,0.0005312225,0.0002542262,0.0006180704,0.0002118821,0.0005000176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01141124,"about_ca_system_score_gemma":0.0130858,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9709495,"about_ca_topic_score_gemma":0.9927157,"domain_scores_codex":[0.9996216,0.00001769013,0.00001286929,0.00004317882,0.0002219141,0.00008271961],"domain_scores_gemma":[0.9995456,0.00001751902,0.00003058382,0.000009343637,0.0003612208,0.00003551862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00168726,0.0004224702,0.8410965,0.0002856224,0.0001096681,0.001657704,0.008813316,0.004019494,0.07898262,0.001958625,0.003762222,0.05720453],"study_design_scores_gemma":[0.00004053995,0.0002075547,0.957961,0.0000513807,0.00005355532,0.0001927478,0.01021372,0.001509023,0.01490552,0.0001056852,0.01473639,0.00002275964],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867963,0.0001349169,0.0002348244,0.00007059823,0.000001114145,0.00008316157,0.001650438,0.00001511397,0.01101374],"genre_scores_gemma":[0.9811421,0.0002473889,0.0008702248,0.00004051404,7.133114e-7,0.00004411182,0.001312593,0.00001911468,0.01632328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02905053,"threshold_uncertainty_score":0.08279467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04196514789897568,"score_gpt":0.2097640993358408,"score_spread":0.1677989514368651,"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."}}