{"id":"W2345223495","doi":"10.1149/ma2013-01/8/466","title":"Multiphysics Numerical Model of Short Contact Time Catalytic Plate Diesel Reformer","year":2013,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Catalysis and Hydrodesulfurization Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Military College of Canada","funders":"","keywords":"Multiphysics; Diesel fuel; Mechanics; Materials science; Mechanical engineering; Engineering; Automotive engineering; Physics; Finite element method; Structural 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000115888,0.0001800933,0.0003346312,0.00005872831,0.00006233007,0.00002647195,0.0001131987,0.00006272408,0.00002060496],"category_scores_gemma":[0.00006550116,0.0001623872,0.0000912385,0.0001270801,0.0000290113,0.0002003377,0.0000437396,0.0001357374,0.0003752288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004444062,"about_ca_system_score_gemma":0.00001151283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001082565,"about_ca_topic_score_gemma":0.000003057178,"domain_scores_codex":[0.9989178,0.000005437255,0.0004388626,0.0001674944,0.0002090079,0.0002614006],"domain_scores_gemma":[0.9994478,0.00008071483,0.00007165353,0.0002219631,0.0000981702,0.00007967616],"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":[0.000002392129,0.00002867778,0.0001572878,0.00004398692,0.00009375647,8.112548e-7,0.0003467646,0.8313888,0.1666061,0.000003318184,0.0008928048,0.0004353713],"study_design_scores_gemma":[0.0001552119,0.0000114166,0.00631618,0.00005773241,0.00004577872,0.000001096837,0.00005090304,0.8855088,0.1074549,0.0000655261,0.00009698956,0.0002353944],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9256111,0.0001347541,0.0003148466,0.00002921434,0.00007698451,0.0001489767,0.00002243436,0.0001958007,0.07346592],"genre_scores_gemma":[0.9986179,0.00003385324,0.0008522331,0.00001324262,0.0000594732,0.00001783795,0.00003515224,0.00003910987,0.0003312361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07313468,"threshold_uncertainty_score":0.6621959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01480319565658018,"score_gpt":0.2181390646685414,"score_spread":0.2033358690119613,"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."}}