{"id":"W4283583472","doi":"10.1016/j.jfoodeng.2022.111194","title":"A multi-scale model for impingement drying of porous slab","year":2022,"lang":"en","type":"article","venue":"Journal of Food Engineering","topic":"Heat Transfer Mechanisms","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Natural Science Foundation of Zhejiang Province; National Natural Science Foundation of China","keywords":"Tortuosity; Mesoscopic physics; Materials science; Porous medium; Porosity; Mass transfer; Heat transfer; Jet (fluid); Fractal; Mechanics; Composite material; Physics","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":[0.000487187,0.0008499293,0.001571387,0.0005235648,0.001145092,0.001599968,0.002248007,0.003610736,0.00438556],"category_scores_gemma":[0.001327381,0.0008847749,0.001493545,0.0006082936,0.001237821,0.001531723,0.00110004,0.00148172,0.0005229855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001588574,"about_ca_system_score_gemma":0.001705563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02888015,"about_ca_topic_score_gemma":0.01053086,"domain_scores_codex":[0.9997625,0.00004820249,0.00001309436,0.00005586539,0.00005577276,0.00006453953],"domain_scores_gemma":[0.999373,0.0003114434,0.00005861215,0.00006302701,0.0001128541,0.00008111233],"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":[0.00002663861,0.00004642485,0.0002741746,0.00003010529,0.00001187471,0.00007069742,0.00001644491,0.9935955,0.002101354,0.002863409,0.0001391695,0.0008240801],"study_design_scores_gemma":[0.000007123474,0.000005584212,0.00008645473,0.000001439969,0.000002668601,0.000005682926,0.000003872936,0.9993753,0.0002009636,0.0002361852,0.00007093824,0.00000380738],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5193102,0.001606302,0.4224522,0.001348587,0.0003679844,0.000325733,0.001234609,0.001007979,0.05234636],"genre_scores_gemma":[0.9691075,0.0004754404,0.01736493,0.0001229613,0.00004928458,0.0001863299,0.0002672542,0.0001493843,0.01227695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02888015,"threshold_uncertainty_score":0.05742407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02265685803830223,"score_gpt":0.2161981073099499,"score_spread":0.1935412492716476,"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."}}