{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009463212,0.0000859491,0.0001611244,0.0001642625,0.00004183887,0.000007663372,0.0000798879,0.00001635681,0.001708926],"category_scores_gemma":[0.00003464195,0.00008007901,0.00004120306,0.0005290311,0.000006575241,0.00007148859,0.00006236343,0.0001123202,0.000008952324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006650478,"about_ca_system_score_gemma":0.00001117441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005283816,"about_ca_topic_score_gemma":0.00001984118,"domain_scores_codex":[0.9992287,0.00002654604,0.0002360801,0.0001160889,0.0002839797,0.000108616],"domain_scores_gemma":[0.9996831,0.00004788904,0.000029415,0.0001425334,0.0000534063,0.00004366851],"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":[0.0001009325,0.00218838,0.0005142095,0.0001106579,0.0003574138,0.00002764525,0.008030088,0.9589049,0.009358525,0.0005316595,0.003423681,0.01645186],"study_design_scores_gemma":[0.006840864,0.003588938,0.004860038,0.00002043304,0.0003161552,0.000111542,0.06581409,0.7419007,0.1432412,0.002523607,0.0290388,0.001743604],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9540699,0.0001815894,0.01340383,0.0001717612,0.000317483,0.0002606658,0.000006128224,0.0005135789,0.03107512],"genre_scores_gemma":[0.9988738,0.000002470056,0.0001654689,0.00008586364,0.00001300281,0.00004762433,0.000004855639,0.00001705365,0.0007898209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2170043,"threshold_uncertainty_score":0.9992036,"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."}}