{"id":"W4312359758","doi":"10.1115/gt2022-82683","title":"Numerical Study of Methane Pyrolysis Inside a Single-Channel Shock Wave Reformer","year":2022,"lang":"en","type":"article","venue":"","topic":"Combustion and Detonation Processes","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Mechanics; Shock wave; Methane; Reynolds-averaged Navier–Stokes equations; Turbulence; Computational fluid dynamics; Stagnation pressure; Physics; Materials science; Thermodynamics; Chemistry; Mach number","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":[0.0002801306,0.0003504261,0.0007040224,0.0004648496,0.0005899935,0.0006769358,0.0008290198,0.001459703,0.001632566],"category_scores_gemma":[0.0006564473,0.0002485228,0.0005799372,0.0003529563,0.000685496,0.0004256496,0.0004733809,0.0004304475,0.0001617237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006425107,"about_ca_system_score_gemma":0.0007273143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009882548,"about_ca_topic_score_gemma":0.004529391,"domain_scores_codex":[0.9998801,0.00001989085,0.000007323259,0.00002394445,0.00003186708,0.00003693805],"domain_scores_gemma":[0.9995925,0.0002110465,0.00006240791,0.00003075438,0.0000579002,0.00004540315],"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":[0.000162425,0.000140059,0.004880067,0.00005890552,0.00001885386,0.0005200619,0.00008278833,0.9772849,0.01346382,0.000816772,0.000139663,0.002431694],"study_design_scores_gemma":[0.00001392441,0.0000723522,0.0007844838,0.000002533,0.000003734746,0.00001844723,0.00003522215,0.9972596,0.001677802,0.00005106284,0.00007381821,0.000006959115],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881682,0.00006107628,0.008876261,0.00008031228,0.00002162374,0.00003661682,0.0001438999,0.0001338984,0.00247798],"genre_scores_gemma":[0.9938525,0.00003523685,0.00490453,0.00001429319,0.000003620452,0.00002728992,0.00007192143,0.00001093592,0.001079571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009882548,"threshold_uncertainty_score":0.01965004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0314075443974885,"score_gpt":0.2340076334600334,"score_spread":0.2026000890625449,"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."}}