{"id":"W2058875938","doi":"10.2118/130438-pa","title":"Prediction of Carbon Dioxide Production in SAGD Operations","year":2009,"lang":"en","type":"article","venue":"Journal of Canadian Petroleum Technology","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Carbon dioxide; Dissolution; Chemistry; Environmental science; Organic chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001607792,0.00007499939,0.0002137603,0.004480248,0.00001981894,0.000005850287,0.0001280022,0.0001436014,0.000007817995],"category_scores_gemma":[0.00008126153,0.00007353845,0.0000512287,0.001324855,0.00002844949,0.0001252835,0.000002567162,0.0002900281,9.07326e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000258104,"about_ca_system_score_gemma":0.0001485062,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002207259,"about_ca_topic_score_gemma":0.1219076,"domain_scores_codex":[0.9991992,0.00001632597,0.0004375877,0.00006708712,0.0001214534,0.000158402],"domain_scores_gemma":[0.9996113,0.000003146774,0.0000576838,0.0001399248,0.00009586281,0.00009203509],"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":[0.000009027721,0.00003848039,0.006238213,0.00001230625,0.00007875649,0.00004853701,0.0001920158,0.8609118,0.1272425,0.0005256418,0.0005132376,0.004189447],"study_design_scores_gemma":[0.003439012,0.001953762,0.06556782,0.0005324325,0.0003573232,0.001079612,0.003544668,0.5082465,0.3699023,0.005110009,0.03933851,0.0009280372],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909572,0.0004633906,0.0002336289,0.006420553,0.0002335077,0.00004091933,0.000003632609,0.00003845851,0.001608738],"genre_scores_gemma":[0.9992527,0.0003460537,0.0002416758,0.00002121558,0.00007206368,0.000001973164,0.0000019477,0.000007560019,0.00005477243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3526653,"threshold_uncertainty_score":0.8941153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008629012659059366,"score_gpt":0.1931371579109208,"score_spread":0.1845081452518614,"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."}}