{"id":"W2067668304","doi":"10.1002/cjce.22035","title":"Comprehensive dynamic modelling and CFD simulation of heat and mass transfer in wetted wall absorption reactors","year":2014,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Adsorption and Cooling Systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mass transfer; Computational fluid dynamics; Mechanics; Compressibility; Heat transfer; Absorption (acoustics); Thermodynamics; Materials science; Phase (matter); Chemistry; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003060327,0.0005164052,0.000899902,0.0004929719,0.0004950879,0.000910174,0.0007541081,0.001329005,0.001357478],"category_scores_gemma":[0.0005982963,0.0003639232,0.0008063507,0.0004491505,0.0006120247,0.0006822353,0.000482817,0.0004626675,0.0002009287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008729762,"about_ca_system_score_gemma":0.001030803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01128173,"about_ca_topic_score_gemma":0.004096994,"domain_scores_codex":[0.9998378,0.00003579079,0.000008728081,0.00002669026,0.00005544703,0.00003557355],"domain_scores_gemma":[0.9998049,0.0001019363,0.00003015297,0.00001487147,0.00003619068,0.00001191435],"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":[0.00002393989,0.00001989998,0.0002159507,0.00001804699,0.000005194185,0.00005605383,0.00001629157,0.9942088,0.003842715,0.0006224688,0.00003114891,0.0009394934],"study_design_scores_gemma":[0.000005927412,0.00001751923,0.0001327913,0.000002057188,0.000001975924,0.000006459863,0.000004719089,0.9984079,0.001209047,0.00008659917,0.0001220405,0.000002991927],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.737011,0.0004015201,0.246779,0.0002213863,0.00006801632,0.0001886573,0.0005190204,0.0006301845,0.01418123],"genre_scores_gemma":[0.9844505,0.0002521147,0.01130329,0.00002200694,0.000007830536,0.0001736827,0.0001607467,0.00002529773,0.003604562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01128173,"threshold_uncertainty_score":0.02243215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009090352754223974,"score_gpt":0.1829234518598645,"score_spread":0.1738330991056405,"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."}}