{"id":"W3106535154","doi":"10.11159/ffhmt20.185","title":"Influence of Plate Geometry on Sensible Effectiveness of Fixed-Bed Regenerators","year":2020,"lang":"en","type":"article","venue":"Proceedings of the ... International Conference on Fluid Flow, Heat and Mass Transfer","topic":"Heat Transfer and Optimization","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; University of Saskatchewan","keywords":"Geometry; Sensible heat; Materials science; Computer science; Geology; Mathematics; Atmospheric sciences","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0004933263,0.0006280817,0.0004421974,0.0005653942,0.0002759989,0.0007895872,0.0004775315,0.0003501973,0.001389167],"category_scores_gemma":[0.001631777,0.0003428096,0.000350703,0.0002598555,0.0004391363,0.0004846483,0.000258686,0.0002482753,0.0005529096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002627216,"about_ca_system_score_gemma":0.0001780583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008778705,"about_ca_topic_score_gemma":0.001275171,"domain_scores_codex":[0.9995757,0.00007046104,0.00003299864,0.00007353136,0.0001529032,0.00009439499],"domain_scores_gemma":[0.9989133,0.0004935431,0.0001624464,0.0001327048,0.0002406962,0.00005740653],"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":[0.002397334,0.0001969668,0.01764405,0.0004873069,0.00008269364,0.0008238233,0.0001546724,0.09446469,0.8426186,0.0006047986,0.0004228561,0.04010229],"study_design_scores_gemma":[0.00005829452,0.002398334,0.04742091,0.00002804545,0.000148355,0.0004382367,0.0002711129,0.04532117,0.9024358,0.00008818132,0.001329322,0.00006221976],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993399,0.0004977797,0.003387253,0.00001906316,0.00003216987,0.00001798915,0.00007423614,0.0001170136,0.002455494],"genre_scores_gemma":[0.9989063,0.00009814135,0.0006754281,0.000005198361,0.000003457027,0.000003442801,0.00003397071,0.00001494569,0.0002592512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001389167,"threshold_uncertainty_score":0.004647255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01414166730160486,"score_gpt":0.2130456387666971,"score_spread":0.1989039714650922,"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."}}