{"id":"W2062465196","doi":"10.2118/170094-ms","title":"Emulsion Flow at the Edge of a Steam Chamber","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":"Emulsion; Steam injection; Petroleum engineering; Viscosity; Multiphase flow; Materials science; Enhanced oil recovery; Mechanics; Volumetric flow rate; Bubble; Two-phase flow; Phase (matter); Flow (mathematics); Thermal conduction; Chemistry; Chemical engineering; Composite material; Engineering","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":[0.0002029389,0.000262703,0.0003845389,0.0002694622,0.0001526743,0.0005097531,0.0003166047,0.0004993365,0.0009084616],"category_scores_gemma":[0.0004287934,0.0001347101,0.0003219892,0.0001089813,0.0004308358,0.0003886583,0.0003296529,0.0003685023,0.000106721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005757172,"about_ca_system_score_gemma":0.0001868098,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001594845,"about_ca_topic_score_gemma":0.0004260617,"domain_scores_codex":[0.9999019,0.00001733639,0.000004573159,0.00003078233,0.00002761938,0.0000177572],"domain_scores_gemma":[0.9998125,0.00008650575,0.00003290557,0.00001348536,0.00003549641,0.00001907553],"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":[0.0003654951,0.0001492007,0.00483103,0.0001239357,0.00003221861,0.0005902348,0.00008623619,0.4299787,0.551656,0.003338526,0.0001764457,0.008672019],"study_design_scores_gemma":[0.00001499594,0.0001807084,0.00156176,0.000005496134,0.00000587553,0.00003420112,0.00001964307,0.9473318,0.05026176,0.0003086135,0.0002641008,0.00001102173],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9427492,0.0001841249,0.05459397,0.00008032314,0.00002519478,0.00005040165,0.0001287961,0.0001304888,0.002057458],"genre_scores_gemma":[0.9979209,0.00004065765,0.001504156,0.00001560717,0.000002331763,0.000009474963,0.0000349585,0.000003261684,0.0004685426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9984052,"threshold_uncertainty_score":0.004177153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00913808160906599,"score_gpt":0.1938549441902046,"score_spread":0.1847168625811386,"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."}}