{"id":"W1996491721","doi":"10.1021/ie050819r","title":"Performance of Auto-Cyclic Reactor in Catalytic Combustion of Lean Fuel Mixtures","year":2005,"lang":"en","type":"article","venue":"Industrial & Engineering Chemistry Research","topic":"Catalysis and Oxidation Reactions","field":"Chemical Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Methane; Propane; Chemistry; Combustion; Catalysis; Methane reformer; Acetone; Chemical engineering; Materials science; Organic chemistry; Steam reforming","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005569217,0.0001431663,0.0002917506,0.0002179019,0.00002009362,0.00001144713,0.0002744066,0.0002666993,0.000152622],"category_scores_gemma":[0.000734065,0.0001543175,0.0000845887,0.0008038368,0.00006458553,0.0001316264,0.00007599017,0.0008967707,0.000008760749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002434683,"about_ca_system_score_gemma":0.00008751881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001608775,"about_ca_topic_score_gemma":0.000004271892,"domain_scores_codex":[0.9984133,0.00001009751,0.0005209591,0.0002222383,0.0004891116,0.0003443233],"domain_scores_gemma":[0.9990633,0.0002506127,0.00008376996,0.0003581732,0.0001398374,0.0001043382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003394852,0.00008949373,0.0008587305,0.0002095197,0.00002542238,0.000001093467,0.00006798706,0.0400054,0.9568545,0.00002223638,0.000131792,0.001699915],"study_design_scores_gemma":[0.000617492,0.00001621622,0.0005467299,0.0001802387,0.00001026207,0.000003899015,0.00002810127,0.06206231,0.9348925,0.000001176018,0.001519238,0.0001218731],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986951,0.00008619304,0.00001210613,0.00008383412,0.00005283996,0.0001169835,0.00002012856,0.00004697545,0.0008858057],"genre_scores_gemma":[0.9990223,0.00003574376,0.00003078584,8.177948e-7,0.0003509678,0.00001948279,0.00007658244,0.00002432625,0.0004390048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02205691,"threshold_uncertainty_score":0.6292884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05528198519463891,"score_gpt":0.3079449974881046,"score_spread":0.2526630122934657,"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."}}