{"id":"W4283742638","doi":"10.1016/j.geothermics.2022.102498","title":"Multivariate and geochemical analyses of brines in Devonian strata of the Western Canada Sedimentary Basin for geothermal energy development","year":2022,"lang":"en","type":"article","venue":"Geothermics","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Alberta Energy; University of British Columbia","funders":"","keywords":"Geology; Devonian; Geothermal gradient; Sedimentary rock; Structural basin; Geochemistry; Geothermal energy; Sedimentary basin; Late Devonian extinction; Earth science; Paleontology; Carboniferous","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":[0.0001383129,0.0003121241,0.0002197802,0.002162312,0.0009634711,0.0006209885,0.0003073256,0.0001485395,0.000795124],"category_scores_gemma":[0.0004495228,0.0001257231,0.000346064,0.002654186,0.0004946832,0.000103754,0.0003921693,0.0001795584,0.0001041135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003496057,"about_ca_system_score_gemma":0.002721491,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8854795,"about_ca_topic_score_gemma":0.9496354,"domain_scores_codex":[0.9998257,0.00000939547,0.00000928437,0.00003372978,0.00007241016,0.00004952493],"domain_scores_gemma":[0.9996809,0.00002475563,0.00004779762,0.00001274931,0.0001811236,0.00005274774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001202043,0.00003088117,0.9717095,0.0000289534,0.00007606042,0.0001594242,0.0009260972,0.001191589,0.01338704,0.0001904566,0.0004186804,0.01176118],"study_design_scores_gemma":[0.000001028773,0.000004048743,0.9984456,0.000002145192,0.000006542281,0.00001037039,0.0003255137,0.0005417068,0.000347621,0.000009561588,0.0003028678,0.000002977744],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982499,0.0000597178,0.000155102,0.00001146168,0.000001592021,0.000009382416,0.000832189,0.0000101958,0.0006703243],"genre_scores_gemma":[0.9977803,0.00006079365,0.0003427858,0.000005815802,0.000001575705,0.000006041874,0.001265064,0.000004426433,0.0005332696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1145205,"threshold_uncertainty_score":0.2303898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01699696126452015,"score_gpt":0.2325741566305508,"score_spread":0.2155771953660306,"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."}}