{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002786007,0.0001333358,0.0002686162,0.0002294347,0.00001373511,0.00004007177,0.00005771775,0.0001862144,0.0001009287],"category_scores_gemma":[0.000293002,0.00009202332,0.00003215642,0.0001286261,0.00005528688,0.00005825674,0.00001425047,0.0003433748,0.00003082213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004008103,"about_ca_system_score_gemma":0.00007278601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004371169,"about_ca_topic_score_gemma":0.001212853,"domain_scores_codex":[0.9991192,0.00002737355,0.0004080368,0.0001448907,0.0001759438,0.0001246213],"domain_scores_gemma":[0.999118,0.0006793573,0.00002372463,0.0001003065,0.00005311513,0.00002551236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000283548,0.001646597,0.03204945,0.07843,0.002153751,0.003706486,0.008283267,0.03043706,0.01690329,0.2455619,0.5210426,0.05950213],"study_design_scores_gemma":[0.0009409778,0.0003588285,0.0389448,0.003224319,0.0003014355,0.001471381,0.001550864,0.03475711,0.04360216,0.0109565,0.8618762,0.002015446],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06308711,0.03892266,0.0006877863,0.003010673,0.002043801,0.0003914201,0.00001662953,0.0002764804,0.8915634],"genre_scores_gemma":[0.9897332,0.004475731,0.00006372262,0.00007578742,0.00004731891,0.00003919848,0.00001034893,0.00002694725,0.005527811],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.926646,"threshold_uncertainty_score":0.3752602,"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."}}