{"id":"W4407564827","doi":"10.4095/pbh2fywv4q","title":"Principal mineral areas, producing mines, and oil and gas fields in Canada","year":2025,"lang":"en","type":"report","venue":"","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mineral; Principal (computer security); Mining engineering; Fossil fuel; Petroleum engineering; Environmental science; Geology; Engineering; Waste management; Biology; Ecology; Computer science","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":[0.0002114063,0.0002676877,0.0002345013,0.003144167,0.001816054,0.001194625,0.0005909576,0.0002835712,0.01130326],"category_scores_gemma":[0.0007802645,0.0002608461,0.0003222798,0.009853521,0.0004370071,0.0004213073,0.000721073,0.000270874,0.001350469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02379631,"about_ca_system_score_gemma":0.05016458,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.998904,"about_ca_topic_score_gemma":0.9996159,"domain_scores_codex":[0.9996771,0.00001242128,0.00001864246,0.00004014535,0.0001220206,0.0001297556],"domain_scores_gemma":[0.9991186,0.00005328779,0.0000485972,0.00001763108,0.0005487589,0.0002130857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003861848,0.0001370306,0.6888193,0.0008156892,0.00009324826,0.0004973731,0.003318276,0.004945808,0.002568927,0.007771545,0.2055808,0.08506577],"study_design_scores_gemma":[0.00002200331,0.00001223586,0.9363864,0.00008393999,0.00003211941,0.00009152891,0.00522628,0.001583891,0.0008617937,0.0002655257,0.05541271,0.00002161678],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5273815,0.001844006,0.0006907389,0.001641145,0.00005811583,0.0001759806,0.4053707,0.000315136,0.06252286],"genre_scores_gemma":[0.7521355,0.002927482,0.003554754,0.0002601802,0.00002011624,0.00009180381,0.1154929,0.00009670889,0.1254205],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02379631,"threshold_uncertainty_score":0.1726551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01579961622397262,"score_gpt":0.2226947859545072,"score_spread":0.2068951697305346,"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."}}