{"id":"W4415508838","doi":"10.7185/gold2025.31935","title":"Lithium Resources in Canada","year":2025,"lang":"","type":"article","venue":"","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006999559,0.0001134054,0.0001377669,0.0001379251,0.00004176551,0.00005568424,0.0001015572,0.00005837945,0.001992698],"category_scores_gemma":[0.00004639722,0.0001230411,0.00001743944,0.0005498637,0.000008762185,0.0001214611,0.00001586023,0.0002082498,0.00003450284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004935411,"about_ca_system_score_gemma":0.001231392,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9304117,"about_ca_topic_score_gemma":0.99727,"domain_scores_codex":[0.9992034,0.00001774355,0.0003293336,0.000145614,0.0001129256,0.000190988],"domain_scores_gemma":[0.9996767,0.00009295053,0.00001796166,0.0001262027,0.0000379521,0.00004820489],"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":[0.00006159024,0.000104959,0.05487487,0.001486134,0.0001531677,0.00006418837,0.002027176,0.2055098,0.001738713,0.03979133,0.6578606,0.03632751],"study_design_scores_gemma":[0.0002224667,0.000003538597,0.01561765,0.00008363203,0.000006163917,9.057823e-7,0.001886412,0.03923398,0.003970075,0.0002282211,0.9385934,0.0001535694],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05083375,0.002501091,0.001550579,0.002355782,0.00125965,0.00008942585,0.000002941976,0.00005398712,0.9413528],"genre_scores_gemma":[0.8765029,0.0002672401,0.00007649614,0.0008020879,0.00002346647,0.000006412318,0.000001108233,0.000005980985,0.1223143],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8256692,"threshold_uncertainty_score":0.9989196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005852179644273151,"score_gpt":0.219531503010534,"score_spread":0.2136793233662609,"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."}}