{"id":"W2062981136","doi":"10.2118/148055-pa","title":"A New Approach To Simulate the Boundary Layer in the Vapour Extraction Process","year":2011,"lang":"en","type":"article","venue":"Journal of Canadian Petroleum Technology","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Innovates","keywords":"Soil vapor extraction; Asphalt; Process (computing); Petroleum engineering; Flow (mathematics); Viscosity; Extraction (chemistry); Solvent; Oil field; Process engineering; Materials science; Oil well; Mechanics; Computer science; Chromatography; Geology; Chemistry; Engineering; Composite material; Contamination; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003579857,0.0006651331,0.0007398845,0.0005389472,0.0005729068,0.0009210724,0.001593768,0.001985778,0.003291648],"category_scores_gemma":[0.0007867256,0.000546867,0.001164963,0.0003771386,0.0005786998,0.0009146041,0.0009557897,0.00133059,0.0004674561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008715201,"about_ca_system_score_gemma":0.001350416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01432056,"about_ca_topic_score_gemma":0.007914249,"domain_scores_codex":[0.9998266,0.00004068886,0.00001182229,0.00003069658,0.00005654166,0.00003374268],"domain_scores_gemma":[0.9997442,0.0001100283,0.00002495361,0.00002329862,0.00007394195,0.00002366121],"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":[0.00002503515,0.00003642241,0.0004778443,0.00003900812,0.00001485225,0.00006103103,0.00003151283,0.9840425,0.004456966,0.006345386,0.0002557716,0.004213619],"study_design_scores_gemma":[0.000007118734,0.00000709753,0.00003785672,0.000002918908,0.000002666434,0.00000502774,0.000003205032,0.9984617,0.0004010399,0.0003322022,0.0007362408,0.000002917724],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06781912,0.000451741,0.9128864,0.000323238,0.0003351146,0.000244453,0.0003631174,0.0008479945,0.01672876],"genre_scores_gemma":[0.6170664,0.000599289,0.3662234,0.0002296264,0.00008977174,0.0008067223,0.0005751331,0.0002934519,0.0141162],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01432056,"threshold_uncertainty_score":0.02847439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02002410971398504,"score_gpt":0.2429646936121354,"score_spread":0.2229405838981503,"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."}}