{"id":"W4252838952","doi":"10.2118/2008-089","title":"Modelling of Mass Transfer Boundary Layer Instability in the CO-Vapex Process","year":2008,"lang":"en","type":"article","venue":"Canadian International Petroleum Conference","topic":"Catalytic Processes in Materials Science","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Western Canada Research Grid","keywords":"Mass transfer; Boundary layer; Instability; Process (computing); Layer (electronics); Mechanics; Boundary (topology); Computer science; Materials science; Physics; Mathematics; Composite material; Mathematical analysis","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0004467662,0.000755397,0.0006480289,0.0006157054,0.0006455843,0.001387596,0.0008533883,0.002240292,0.001982737],"category_scores_gemma":[0.001058741,0.0003325158,0.0008053884,0.0002633638,0.000802407,0.000665129,0.0007777283,0.0008041924,0.0002669811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001171506,"about_ca_system_score_gemma":0.0008937687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01566212,"about_ca_topic_score_gemma":0.003341292,"domain_scores_codex":[0.9998534,0.00004272412,0.000008151816,0.00002924617,0.00003455446,0.00003191136],"domain_scores_gemma":[0.9994695,0.0003140035,0.00007764124,0.00001899696,0.00008975997,0.00003019237],"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":[0.00004853115,0.00003743204,0.0008730057,0.00003865011,0.00001107796,0.0001103847,0.0000525862,0.990488,0.005063553,0.001870077,0.0001035726,0.001303124],"study_design_scores_gemma":[0.000002636099,0.000006634615,0.00006075438,0.000001284604,0.000001042989,0.000002495104,0.000004501298,0.9995036,0.0002601222,0.0001017182,0.00005341188,0.000001854876],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7068165,0.0007180632,0.2648844,0.0007259665,0.00009133494,0.0002735907,0.000390059,0.0004688117,0.02563116],"genre_scores_gemma":[0.9913258,0.0001196938,0.004307817,0.0000251811,0.000009074832,0.0001166787,0.00005937115,0.00002388076,0.004012549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01566212,"threshold_uncertainty_score":0.03114194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05101104299210901,"score_gpt":0.2718729802603064,"score_spread":0.2208619372681974,"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."}}