{"id":"W7140282623","doi":"10.22541/essoar.172656830.00186927/v1","title":"Advanced CO2 Sequestration Analysis in Geological Reservoirs","year":2024,"lang":"","type":"article","venue":"","topic":"CO2 Sequestration and Geologic Interactions","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Carbon sequestration; Hydrology (agriculture); Pipeline (software); Production (economics); Work (physics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0002515211,0.000387727,0.0002750346,0.0005328793,0.0001909422,0.0004266429,0.0004034379,0.0004111091,0.0006465603],"category_scores_gemma":[0.0004674657,0.0001250622,0.0003232663,0.0006085632,0.0002010379,0.0006879508,0.0002889068,0.0002567383,0.000108251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006091113,"about_ca_system_score_gemma":0.0006988209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02099911,"about_ca_topic_score_gemma":0.01921106,"domain_scores_codex":[0.9999341,0.000008764716,0.000003812042,0.00001976346,0.00001774448,0.00001583062],"domain_scores_gemma":[0.9998684,0.00003264942,0.00002188561,0.00001121868,0.00005542092,0.00001040839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001641001,0.0001042101,0.03524233,0.0001389428,0.00009297625,0.0002104327,0.00003826484,0.9084655,0.01482994,0.001496617,0.001180081,0.03803654],"study_design_scores_gemma":[0.000002647186,0.00001391357,0.004186652,0.00000411466,0.000007849084,0.00001222875,0.00001313051,0.9915264,0.003598717,0.0004082001,0.0002190072,0.000007092226],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9752967,0.0004588014,0.01998734,0.000205444,0.00002001708,0.00001965082,0.001170869,0.0003375091,0.002503687],"genre_scores_gemma":[0.9966781,0.0001013217,0.002348829,0.00001396356,0.000003794085,0.000008714042,0.0004319834,0.000008754257,0.0004045154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02099911,"threshold_uncertainty_score":0.04175377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02174640602018889,"score_gpt":0.3067034157367168,"score_spread":0.2849570097165279,"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."}}