{"id":"W2014275241","doi":"10.1016/s0735-1933(03)00124-6","title":"Numerical modeling of petroleum fluids under microwave irradiation for improved horizontal well performance","year":2003,"lang":"en","type":"article","venue":"International Communications in Heat and Mass Transfer","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Materials science; Irradiation; Finite element method; Microwave; Discretization; Galerkin method; Mechanics; Cross section (physics); Absorption (acoustics); Square (algebra); Scattering; Dielectric heating; Optics; Dielectric; Composite material; Geometry; Physics; Thermodynamics; Mathematical analysis; Nuclear physics","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":[0.0001652773,0.0002277793,0.0003169662,0.0002008654,0.0002688184,0.0004283975,0.0003154856,0.0005305854,0.001112092],"category_scores_gemma":[0.0006660818,0.0001647827,0.0002506884,0.0003111826,0.0003297696,0.0004428584,0.0002049398,0.0002666072,0.0001278622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004257918,"about_ca_system_score_gemma":0.0004394911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004551011,"about_ca_topic_score_gemma":0.002929511,"domain_scores_codex":[0.9999405,0.00001553183,0.000002756396,0.000007303064,0.00002093398,0.00001297674],"domain_scores_gemma":[0.9997701,0.0001251371,0.00003569538,0.00001552078,0.0000429512,0.00001056697],"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":[0.0001173874,0.00005823647,0.001351932,0.00004369612,0.000009348764,0.00008883414,0.00005283556,0.9526016,0.03868801,0.002285048,0.0001681859,0.004534853],"study_design_scores_gemma":[0.000007479362,0.00003191558,0.0004344466,0.000001713365,0.0000035671,0.000006688351,0.00001090824,0.9927735,0.006472355,0.0001284296,0.0001247394,0.00000426519],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9530732,0.0003219219,0.03699205,0.0002558195,0.00003713693,0.00002758654,0.0001037274,0.0001592203,0.009029393],"genre_scores_gemma":[0.9970324,0.00007846548,0.001861619,0.000006581034,0.000004002787,0.000008290219,0.00001946811,0.000009906879,0.0009791484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004551011,"threshold_uncertainty_score":0.009049058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01412732245385284,"score_gpt":0.2306051760348289,"score_spread":0.216477853580976,"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."}}