{"id":"W2022850729","doi":"10.2118/170192-ms","title":"Contribution of Geomechanics in Evaluation of Heat Transfer Mechanisms at Mobile Zone of SAGD and ES-SAGD","year":2014,"lang":"en","type":"article","venue":"SPE Heavy Oil Conference-Canada","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Heat transfer; Steam-assisted gravity drainage; Geomechanics; Petroleum engineering; Steam injection; Enhanced oil recovery; Fluid dynamics; Isobaric process; Viscosity; Caprock; Mechanics; Asphalt; Thermodynamics; Materials science; Geology; Oil sands; Geotechnical engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006170289,0.0001732941,0.0004670546,0.0000950185,0.00001844724,0.000004448857,0.0001181681,0.0001210685,0.0001629756],"category_scores_gemma":[0.00008135951,0.0001889103,0.00003410222,0.0001673294,0.00002943241,0.00007837672,0.00002369379,0.0001230559,3.244777e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004546847,"about_ca_system_score_gemma":0.0004875067,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4538556,"about_ca_topic_score_gemma":0.9627568,"domain_scores_codex":[0.9984056,0.0000934578,0.0005157457,0.0001846083,0.0005736095,0.0002269992],"domain_scores_gemma":[0.9991735,0.0001080999,0.00004355505,0.0002383496,0.0003735907,0.00006292176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002529875,0.000107843,0.0004494079,0.001430924,0.0001430959,0.000003026182,0.0004485991,0.04652516,0.7374722,0.02824969,0.000387853,0.1845292],"study_design_scores_gemma":[0.0008773757,0.0001819609,0.0006633837,0.000259556,0.00004277977,0.000002261607,0.00006527191,0.1232554,0.8708767,0.003278385,0.0003036383,0.0001932673],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9513221,0.0002885216,0.04691785,0.00003037168,0.0001711151,0.0002435985,0.0001079183,0.00003166243,0.0008868484],"genre_scores_gemma":[0.9990643,0.0003537272,0.0004434469,0.00001513782,0.000007858191,0.00004133258,0.0000380086,0.00002018836,0.00001596908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5089012,"threshold_uncertainty_score":0.770354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01098015143109815,"score_gpt":0.2141601525477743,"score_spread":0.2031800011166762,"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."}}