{"id":"W4392303547","doi":"10.1016/j.cej.2024.150053","title":"Thermally coupled catalytic hydrogen combustion-reverse water gas shift reactor: Model-based feasibility study and parametric analysis","year":2024,"lang":"en","type":"article","venue":"Chemical Engineering Journal","topic":"Catalysts for Methane Reforming","field":"Chemical Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Water-gas shift reaction; Combustion; Hydrogen; Transient (computer programming); Thermal; Chemistry; Nuclear engineering; Catalysis; Parametric statistics; Thermodynamics; Materials science; Mechanics; Physical chemistry; Physics; Organic chemistry","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":[0.0004410629,0.0005607896,0.0007604467,0.0002651299,0.0003795819,0.000685957,0.0009255559,0.000835937,0.001201261],"category_scores_gemma":[0.0004258821,0.0004087567,0.0006938795,0.0002345051,0.0004368071,0.0005263393,0.0004612518,0.0004017829,0.0002166678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006286663,"about_ca_system_score_gemma":0.0008486455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002779414,"about_ca_topic_score_gemma":0.00184813,"domain_scores_codex":[0.999827,0.00002897287,0.000006727897,0.00004063428,0.00007108587,0.00002579298],"domain_scores_gemma":[0.9998386,0.00007149961,0.00002439277,0.00002308648,0.00003230688,0.0000100733],"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":[0.0002579262,0.0001721026,0.0008702985,0.0002516579,0.00002124262,0.0001729051,0.00005419183,0.873418,0.1170476,0.001969007,0.0001363565,0.005628732],"study_design_scores_gemma":[0.00002646828,0.0002421614,0.0003509947,0.000003314762,0.00001156088,0.00002931021,0.00001259744,0.9723475,0.02645721,0.0001674065,0.0003384562,0.00001307321],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.865858,0.0003175435,0.1258762,0.0001015082,0.00002291645,0.0001690805,0.0002711092,0.0003509535,0.007032782],"genre_scores_gemma":[0.9889192,0.00009318855,0.009761025,0.000003919779,0.000002424744,0.0001050404,0.00005830345,0.000009893524,0.001046945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002779414,"threshold_uncertainty_score":0.005526483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01584322536199308,"score_gpt":0.247091488037203,"score_spread":0.2312482626752099,"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."}}