{"id":"W2908620900","doi":"10.1016/j.applthermaleng.2019.01.027","title":"Numerical simulation of a simplified, transient, 2D, non-reactive heat transfer model of a lab-scale fixed-bed pyrolysis reactor","year":2019,"lang":"en","type":"article","venue":"Applied Thermal Engineering","topic":"Thermochemical Biomass Conversion Processes","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Pyrolysis; Thermal conductivity; Heat transfer; Materials science; Biomass (ecology); Thermal; Thermodynamics; Transient (computer programming); Computer simulation; Nuclear engineering; Mechanics; Chemical engineering; Composite material; Engineering; Computer science","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":[0.0002562028,0.0006176264,0.001141789,0.0004125621,0.0009040418,0.001109133,0.001703526,0.002157665,0.004824893],"category_scores_gemma":[0.0008226117,0.0005356815,0.000931624,0.0005708489,0.0009227712,0.0005878006,0.0005990275,0.0008964382,0.0003671134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001175473,"about_ca_system_score_gemma":0.001154377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02058027,"about_ca_topic_score_gemma":0.008652596,"domain_scores_codex":[0.9998166,0.00004184926,0.0000102344,0.00003717357,0.00004556669,0.00004867068],"domain_scores_gemma":[0.9995352,0.0002512152,0.00004180624,0.00003923399,0.0000752534,0.00005725861],"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":[0.00006244415,0.00005162973,0.0004433673,0.00002877395,0.000009428142,0.00007253029,0.00001863112,0.9962528,0.001760972,0.0005989724,0.0001038255,0.0005966133],"study_design_scores_gemma":[0.00001698991,0.00002160844,0.0002598802,0.000001820956,0.000003515237,0.000007085665,0.00001093337,0.9990273,0.0004775876,0.00008529873,0.00008308561,0.000005020676],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9200469,0.0003864385,0.04350452,0.0005790138,0.0001608819,0.0001314677,0.001537062,0.0005022913,0.03315137],"genre_scores_gemma":[0.9913684,0.0001134293,0.004206447,0.00005408646,0.00001231114,0.00008787961,0.0003265323,0.00003230149,0.003798806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02058027,"threshold_uncertainty_score":0.04092091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00600150348018063,"score_gpt":0.1854913136534172,"score_spread":0.1794898101732366,"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."}}