{"id":"W2285838050","doi":"10.1002/mop.29670","title":"Microwave heating of heavy oil reservoirs: A critical analysis","year":2016,"lang":"en","type":"article","venue":"Microwave and Optical Technology Letters","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Killam Trusts; Alberta Innovates - Technology Futures","keywords":"Microwave; Multiphysics; Oil sands; Microwave heating; Asphalt; Petroleum engineering; Materials science; Thermal; Microwave power; Electromagnetic heating; Oil shale; Thermal conductivity; Environmental science; Waste management; Geotechnical engineering; Composite material; Engineering; Electrical engineering; Finite element method","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":[0.0002112429,0.0002170108,0.0002194558,0.0002092493,0.0002180727,0.0003755422,0.00020255,0.0002402387,0.002044395],"category_scores_gemma":[0.0004086204,0.0001388183,0.0002068826,0.0001840785,0.0002975468,0.0004822723,0.0002186518,0.0003481778,0.0002150347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003868649,"about_ca_system_score_gemma":0.0001735579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000618033,"about_ca_topic_score_gemma":0.0005293599,"domain_scores_codex":[0.9999248,0.00001133677,0.000002262605,0.00001079566,0.00003479437,0.00001598862],"domain_scores_gemma":[0.999858,0.00008331147,0.0000140339,0.00001033728,0.0000286733,0.000005500021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004232721,0.00006628731,0.002839144,0.0009268334,0.00003226635,0.000574828,0.0002708881,0.02931544,0.9211285,0.006713159,0.000767477,0.03694193],"study_design_scores_gemma":[0.00001658987,0.0005290471,0.0101698,0.00006675143,0.00006433199,0.000563508,0.0003230175,0.1127143,0.8554249,0.002129667,0.01796088,0.00003719538],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.944709,0.0112129,0.02860361,0.0004927681,0.0001165634,0.00007504064,0.0001038308,0.00009342343,0.01459282],"genre_scores_gemma":[0.9954292,0.001402188,0.001318105,0.00001580162,0.00002124648,0.000007210616,0.00001895359,0.00001183697,0.001775424],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.002044395,"threshold_uncertainty_score":0.006839216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006543274225996644,"score_gpt":0.2073754551962883,"score_spread":0.2008321809702916,"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."}}