{"id":"W2102273619","doi":"10.1002/aic.11001","title":"Slow‐mode induced pulsing in trickle‐bed reactors at elevated temperature","year":2006,"lang":"en","type":"article","venue":"AIChE Journal","topic":"Heat and Mass Transfer in Porous Media","field":"Engineering","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Shock wave; Mechanics; Pulse (music); Amplitude; Shock (circulatory); Newtonian fluid; Plateau (mathematics); Trickle-bed reactor; Chemistry; Thermodynamics; Materials science; Physics; Optics; Catalysis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001668418,0.0001185935,0.0002212936,0.0001687853,0.0001128561,0.000361903,0.0001765863,0.0001636161,0.0008420693],"category_scores_gemma":[0.0003449503,0.0001016086,0.0001436477,0.0001862284,0.0002394598,0.000267592,0.0002330598,0.0003938513,0.0001592614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001529411,"about_ca_system_score_gemma":0.0001026417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004185851,"about_ca_topic_score_gemma":0.0002186355,"domain_scores_codex":[0.9999001,0.00001487271,0.000004965719,0.00002186377,0.00003219783,0.00002597324],"domain_scores_gemma":[0.9998571,0.00005848628,0.00003446757,0.00001237243,0.00002001228,0.0000176045],"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":[0.0002875476,0.00003751538,0.001231764,0.0001005786,0.000009514611,0.0001770977,0.0001317979,0.001182173,0.9906288,0.0002265397,0.00008012667,0.005906478],"study_design_scores_gemma":[0.00002062421,0.0006480161,0.009643742,0.000009257355,0.00001196521,0.0001031563,0.0001323891,0.01596039,0.9726655,0.0001542487,0.0006343869,0.00001632655],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978613,0.0001762381,0.00150866,0.00001709029,0.000006568665,0.000004795044,0.0000469837,0.00004162982,0.0003366636],"genre_scores_gemma":[0.999057,0.0001293021,0.0004553579,0.000007597847,0.000003411289,0.000006494886,0.00003282334,0.000008090203,0.0002999328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008420693,"threshold_uncertainty_score":0.002816975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007946341049391696,"score_gpt":0.2179260435504219,"score_spread":0.2099797025010302,"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."}}