{"id":"W2907144129","doi":"10.2118/194016-pa","title":"Approximate Physics-Discrete Simulation of the Steam-Chamber Evolution in Steam-Assisted Gravity Drainage","year":2018,"lang":"en","type":"article","venue":"SPE Journal","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Steam-assisted gravity drainage; Petroleum engineering; Steam injection; Caprock; Porous medium; Oil sands; Thermal; Engineering; Asphalt; Environmental science; Porosity; Geotechnical engineering; Materials science; Physics; Thermodynamics","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":[0.0003229244,0.0002777374,0.0004082131,0.0003895187,0.0003288626,0.0006316102,0.0006401461,0.0008941116,0.001438951],"category_scores_gemma":[0.001415587,0.0002597921,0.000432065,0.0003619097,0.0007103954,0.0004187851,0.0005808331,0.0004174069,0.0001054042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008252701,"about_ca_system_score_gemma":0.0009170945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01710769,"about_ca_topic_score_gemma":0.008608619,"domain_scores_codex":[0.9998839,0.00003920279,0.00000551761,0.00001463602,0.00003161617,0.00002514099],"domain_scores_gemma":[0.9993975,0.0004060081,0.00005078459,0.00003095327,0.00006491467,0.00004988675],"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":[0.0000116953,0.000009072931,0.0004399756,0.000004307778,0.000003012943,0.00001397725,0.000008988554,0.9973181,0.0002534103,0.001406771,0.00003676191,0.000493996],"study_design_scores_gemma":[0.000003252532,0.00000241315,0.00004070851,4.43001e-7,5.913407e-7,0.000001033253,0.000002438945,0.9996113,0.00005311057,0.0002446115,0.00003931534,7.632525e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6973948,0.0001237414,0.2852111,0.0004795819,0.00006436512,0.0001016253,0.0004972763,0.0004529903,0.0156745],"genre_scores_gemma":[0.9849701,0.00003949403,0.01334325,0.00003645289,0.000005665078,0.00005147305,0.0001359203,0.00002710719,0.001390541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01710769,"threshold_uncertainty_score":0.03401625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01886244069359209,"score_gpt":0.2848183990640091,"score_spread":0.265955958370417,"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."}}