{"id":"W1981979907","doi":"10.2118/157837-ms","title":"Gas Transport Mechanisms in Thermal Simulation","year":2012,"lang":"en","type":"article","venue":"SPE Heavy Oil Conference Canada","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laricina Energy (Canada)","funders":"","keywords":"Petroleum engineering; Steam-assisted gravity drainage; Steam injection; Environmental science; Blanket; Fossil fuel; Reservoir simulation; Thermal; Waste management; Asphalt; Engineering; Meteorology; Materials science; Oil sands","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":[0.0001995439,0.0001397585,0.0001597469,0.00006343314,0.00002459519,0.00001112032,0.00009781861,0.00006998687,0.0002403012],"category_scores_gemma":[0.00002136632,0.0001484122,0.00002346365,0.0001502951,0.000007739873,0.0001577732,0.000004701709,0.0001706803,0.000005877177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001662618,"about_ca_system_score_gemma":0.0001382566,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04911818,"about_ca_topic_score_gemma":0.1456813,"domain_scores_codex":[0.9990936,0.00002849717,0.0002080741,0.00009838316,0.0002083171,0.0003631147],"domain_scores_gemma":[0.9995726,0.00006785006,0.00001366996,0.000163607,0.00003194097,0.0001503217],"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":[0.00000492918,0.000004365441,0.001390663,0.00003930255,0.000005560471,0.000004519904,0.0001595472,0.9906905,0.0007294794,0.0007297842,0.00002858542,0.006212815],"study_design_scores_gemma":[0.0003378086,0.000007166158,0.01551685,0.00003376378,0.000005494485,0.000001340742,0.00006906059,0.9753925,0.003182905,0.0001991885,0.004983726,0.0002702129],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9087073,0.000133724,0.08231916,0.0001093534,0.0007124991,0.0000535648,0.00001045092,0.0001328057,0.00782116],"genre_scores_gemma":[0.9956333,0.00001304409,0.003990787,0.00004006657,0.00007223018,0.000008609453,0.00001448254,0.00002513092,0.0002023426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0965631,"threshold_uncertainty_score":0.9572138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02468935843109302,"score_gpt":0.2489833775940938,"score_spread":0.2242940191630007,"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."}}