{"id":"W1966493818","doi":"10.1016/j.ces.2005.07.010","title":"Effect of reaction kinetics on amplification of input temperature perturbations in a packed-bed reactor: Comparison of CO-oxidation on <mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\" altimg=\"si39.gif\" display=\"inline\" overflow=\"scroll\"><mml:mi>Pt</mml:mi><mml:mo>/</mml:mo><mml:msub><mml:mrow><mml:mi>Al</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msub><mml:msub><mml:mrow><mml:mi mathvariant=\"normal\">O</mml:mi></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow></mml:msub></mml:math> and on <mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\" altimg=\"si40.gif\" display=\"inline\" overflow=\"scroll\"><mml:mi>CuO</mml:mi><mml:mo>/</mml:mo><mml:msub><mml:mrow><mml:mi>Al</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msub><mml:msub><mml:mrow><mml:mi mathvariant=\"normal\">O</mml:mi></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow></mml:msub></mml:math>","year":2005,"lang":"lv","type":"article","venue":"Chemical Engineering Science","topic":"Catalytic Processes in Materials Science","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Acceleration; Kinetics; Dispersion (optics); Packed bed; Chemical kinetics; Chemistry; Thermodynamics; Physical chemistry; Chemical engineering; Analytical Chemistry (journal); Materials science; Physics; Organic chemistry; Chromatography; Engineering; Optics; Classical mechanics","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":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.00985344,0.003669215,0.001433545,0.003382273,0.005149379,0.006475431,0.0101467,0.00917061,0.8313739],"category_scores_gemma":[0.01223498,0.007884243,0.005805016,0.006945908,0.008933251,0.007368413,0.007537567,0.006829119,0.004342238],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001196352,"about_ca_system_score_gemma":0.007131063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005502767,"about_ca_topic_score_gemma":0.004218001,"domain_scores_codex":[0.9625906,0.001977431,0.007897594,0.007410599,0.0109834,0.009140359],"domain_scores_gemma":[0.9685462,0.007622269,0.009434392,0.008486019,0.00101581,0.004895354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.008199875,0.001682319,0.0000444757,0.005807069,0.00379902,0.003091022,0.004852948,0.01138802,0.09359268,0.2067896,0.6576486,0.003104355],"study_design_scores_gemma":[0.006401435,0.006217306,0.0002736748,0.005897682,0.004742171,0.005335594,0.003451358,0.03408944,0.921408,0.00020382,0.005413669,0.006565867],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4561449,0.002299475,0.001848318,0.001503397,0.007527678,0.0001565548,0.001844835,0.0008034852,0.5278714],"genre_scores_gemma":[0.9632015,0.004055062,0.006852662,0.003589117,0.005728525,0.00533225,0.007262075,0.003433519,0.0005453197],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8278153,"threshold_uncertainty_score":0.9984976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01323178065038405,"score_gpt":0.2461072446651817,"score_spread":0.2328754640147976,"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."}}