{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003992894,0.0002907285,0.0003890397,0.002552069,0.007344933,0.003788921,0.0009962574,0.0006709532,0.016799],"category_scores_gemma":[0.0009048273,0.0002723477,0.0005025285,0.004183481,0.0007997973,0.0007205523,0.001491005,0.0008681852,0.001110751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1043569,"about_ca_system_score_gemma":0.1726292,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9967051,"about_ca_topic_score_gemma":0.9987403,"domain_scores_codex":[0.9990433,0.00002687283,0.00002909078,0.00007280882,0.0004743169,0.0003536495],"domain_scores_gemma":[0.9991916,0.0000289334,0.00003377957,0.00001666202,0.0005557502,0.0001732707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001860837,0.000447427,0.1842986,0.001778506,0.0003633828,0.004331199,0.007131044,0.007475086,0.01464402,0.1712826,0.2233291,0.3830582],"study_design_scores_gemma":[0.0000689645,0.00008645765,0.162549,0.0002779307,0.00006650569,0.0002907083,0.00571879,0.001552754,0.003919617,0.00191975,0.8234631,0.00008637079],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.511754,0.008111496,0.001129271,0.01753148,0.0003577978,0.0002869225,0.01875405,0.0005597468,0.4415152],"genre_scores_gemma":[0.662048,0.004609558,0.002062568,0.001961007,0.00003310882,0.00005864726,0.004470836,0.0001102181,0.324646],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1043569,"threshold_uncertainty_score":0.7571657,"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."}}