{"id":"W2085964400","doi":"10.2118/165544-ms","title":"Understanding the Thermo-Hydro-Mechanical Pressurization in Two-Phase (Steam/Water) Flow and its Application in Low-Perm Caprock Formations in SAGD Projects","year":2013,"lang":"en","type":"article","venue":"SPE Heavy Oil Conference-Canada","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Caprock; Petroleum engineering; Permeability (electromagnetism); Geology; Steam injection; Oil sands; Asphalt; Cabin pressurization; Geotechnical engineering; Materials science; Composite material","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":[],"consensus_categories":[],"category_scores_codex":[0.0001698189,0.000169621,0.000216545,0.0001410099,0.00008276213,0.00006332721,0.0001653243,0.00006889823,0.00005827243],"category_scores_gemma":[0.00003078112,0.0001238509,0.00001749544,0.0003090065,0.00001615283,0.0002203409,0.00003480009,0.0002958212,0.000004912646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005970795,"about_ca_system_score_gemma":0.0003294382,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7409693,"about_ca_topic_score_gemma":0.9899061,"domain_scores_codex":[0.9987639,0.00006759784,0.000368085,0.0002081971,0.0002425502,0.0003497076],"domain_scores_gemma":[0.9995937,0.00006312134,0.00003515691,0.0001969311,0.00003343531,0.0000776281],"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":[0.0000205069,0.00007420677,0.0007954866,0.0004095024,0.00004030226,0.0000128008,0.00346055,0.9829848,0.002952086,0.0002958,0.0002554938,0.008698513],"study_design_scores_gemma":[0.0007604815,0.000008338392,0.0006479409,0.0001184892,0.000008232805,0.000002253403,0.001043707,0.9933998,0.003266739,0.0004142587,0.000151003,0.0001787444],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889711,0.0001112399,0.006726361,0.001350109,0.00008808854,0.0004659502,0.00001148171,0.00003979146,0.002235847],"genre_scores_gemma":[0.9994909,0.00009932261,0.0000221878,0.00006876431,0.00002804657,0.0001615787,0.00004552485,0.00001703699,0.00006664367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2489368,"threshold_uncertainty_score":0.5050493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02448818579274974,"score_gpt":0.2283655583444549,"score_spread":0.2038773725517051,"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."}}