{"id":"W3132850031","doi":"10.2172/1762801","title":"Decovalex-2019 (Task A Final Report)","year":2020,"lang":"en","type":"report","venue":"","topic":"CO2 Sequestration and Geologic Interactions","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Canadian Nuclear Safety Commission","funders":"","keywords":"Task (project management); Advection; Petroleum engineering; Relevance (law); Work (physics); Shale gas; Oil shale; Geology; Earth science; Engineering; Mechanical engineering; Systems engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002636654,0.000210149,0.000240254,0.00003049926,0.00009430413,0.00004791801,0.0002009317,0.0002119084,0.1095115],"category_scores_gemma":[0.0004091837,0.0001770012,0.0001764147,0.0001494135,0.00008944333,0.0001072331,0.0002089909,0.0004148209,0.01064071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003884351,"about_ca_system_score_gemma":0.0002667901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002955027,"about_ca_topic_score_gemma":0.002274325,"domain_scores_codex":[0.9980827,0.00003118851,0.0004612737,0.0005337797,0.000681341,0.0002097015],"domain_scores_gemma":[0.9991348,0.00004159861,0.0002738098,0.0003798513,0.00003591258,0.0001340659],"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":[0.000004851123,0.00003511179,0.00291165,0.000007246798,0.00001824209,0.0005928908,0.00002484593,0.00004748267,0.0001177145,0.00005226585,0.9930614,0.003126313],"study_design_scores_gemma":[0.00005464293,0.0000500717,0.01220712,0.0000103762,0.00002800274,0.002090838,0.00001371738,0.00006882308,0.00005021171,0.0002780535,0.9849277,0.0002204141],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003977779,0.00002367244,0.001207726,0.002736259,0.001160493,0.0002024055,0.00001927617,0.0001486311,0.9941037],"genre_scores_gemma":[0.06417234,0.000229504,0.002009262,0.001117111,0.0004761088,0.00003918591,0.0004775847,0.00002512866,0.9314538],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09887081,"threshold_uncertainty_score":0.9901296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06213379864295761,"score_gpt":0.3282447027687435,"score_spread":0.2661109041257859,"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."}}