{"id":"W2024482789","doi":"10.1016/j.icheatmasstransfer.2011.05.005","title":"An investigation on the performance of a FTS fixed-bed reactor using CFD methods","year":2011,"lang":"en","type":"article","venue":"International Communications in Heat and Mass Transfer","topic":"Heat and Mass Transfer in Porous Media","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Materials science; Computational fluid dynamics; Work (physics); Mass transfer; Mechanics; Volumetric flow rate; Boiling; Heat transfer; Boiling point; Nuclear engineering; Thermodynamics; Range (aeronautics); Flow (mathematics); Physics; Composite material","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":[0.0004256989,0.0003881005,0.0006085238,0.0002960085,0.0005489105,0.000659394,0.0006705793,0.0006370822,0.001176253],"category_scores_gemma":[0.0009319191,0.0001727019,0.0004775829,0.0003427475,0.0004043599,0.0004562337,0.0001877745,0.0003224869,0.0001939058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005660351,"about_ca_system_score_gemma":0.000483413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007277975,"about_ca_topic_score_gemma":0.002884532,"domain_scores_codex":[0.9997945,0.00003478751,0.00001120626,0.00003036838,0.0001041349,0.00002491967],"domain_scores_gemma":[0.9995828,0.0002417926,0.00002281825,0.00003554102,0.0000934031,0.0000236543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002314705,0.0003325998,0.006833935,0.0004443128,0.00006403454,0.0005534088,0.0002479328,0.210743,0.7184132,0.001235344,0.0005208979,0.05829668],"study_design_scores_gemma":[0.00008825351,0.001330506,0.01220707,0.00002334873,0.00006222587,0.0001755696,0.0001341648,0.5021073,0.4820345,0.0001963266,0.001594357,0.00004627305],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879083,0.0005147986,0.008632052,0.0001062619,0.00003563888,0.00001999978,0.0001617667,0.0001510569,0.002470043],"genre_scores_gemma":[0.9965079,0.000150055,0.002582841,0.000005024147,0.00000513609,0.000004859331,0.00007733695,0.0000131667,0.0006536769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007277975,"threshold_uncertainty_score":0.01447123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1181903864407338,"score_gpt":0.3286176827730616,"score_spread":0.2104272963323279,"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."}}