{"id":"W4390770900","doi":"10.4095/332348","title":"The geology of critical battery metals: a spotlight on Co in VMS deposits and Li in pegmatites","year":2024,"lang":"en","type":"report","venue":"","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Pegmatite; Cobalt; Geology; Geochemistry; Pseudomorph; Metamorphism; Pentlandite; Cobaltite; Greenschist; Lithium (medication); Pyrite; Pyrrhotite; Metallurgy; Materials science; Paleontology; Quartz","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":[0.00007447878,0.000179284,0.000140074,0.001643061,0.0005783535,0.0006334665,0.0002784559,0.0002898808,0.001459557],"category_scores_gemma":[0.0001629115,0.0001002061,0.00007854688,0.001062486,0.0006692937,0.000606948,0.0004528588,0.000221263,0.0001838519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001545355,"about_ca_system_score_gemma":0.0004070365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04032411,"about_ca_topic_score_gemma":0.0542575,"domain_scores_codex":[0.9999459,0.000003752563,0.000004450232,0.00002043841,0.00001534809,0.00001009547],"domain_scores_gemma":[0.9999391,0.000004586258,0.00002692439,0.000004256605,0.00001596422,0.000009193117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006275875,0.00007252042,0.5342633,0.0006338934,0.0000892711,0.00260305,0.003548474,0.001459755,0.2600343,0.00817618,0.002301524,0.1861901],"study_design_scores_gemma":[0.00001205195,0.000114503,0.8911928,0.00008009181,0.00003037039,0.001724219,0.002958867,0.001566163,0.03821639,0.001955822,0.06212631,0.00002238757],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9797492,0.003217537,0.0007339279,0.0006986859,0.00002100591,0.00001430331,0.000439292,0.00007938934,0.01504661],"genre_scores_gemma":[0.9961203,0.001089003,0.000431718,0.00003347606,0.00001452982,0.000002136627,0.0001506467,0.0000197991,0.00213855],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04032411,"threshold_uncertainty_score":0.0801788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02681082390509175,"score_gpt":0.3344299105054224,"score_spread":0.3076190866003307,"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."}}