{"id":"W4396619404","doi":"10.1017/jfm.2024.306","title":"Blind zones in radiating dispersion at high Péclet number driven by non-Newtonian fluids in porous media","year":2024,"lang":"en","type":"article","venue":"Journal of Fluid Mechanics","topic":"Radiative Heat Transfer Studies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Shared Hierarchical Academic Research Computing Network","keywords":"Porous medium; Non-Newtonian fluid; Newtonian fluid; Mechanics; Dispersion (optics); Materials science; Porosity; Physics; Optics; Composite material","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00017022,0.0001298675,0.0001319896,0.0002710489,0.0002139463,0.0003924604,0.0001699003,0.0001914678,0.0002294813],"category_scores_gemma":[0.0003399051,0.0001278502,0.0001168485,0.0001234261,0.0008969141,0.0004195791,0.0004091733,0.0002296091,0.00004387013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002155037,"about_ca_system_score_gemma":0.0001748682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003649324,"about_ca_topic_score_gemma":0.0002715432,"domain_scores_codex":[0.9999228,0.00001221984,0.000003958041,0.00001709811,0.00002180058,0.00002219224],"domain_scores_gemma":[0.9997843,0.00007397545,0.00008522257,0.00001339315,0.00002059899,0.00002251967],"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":[0.0001522478,0.00003717325,0.001185387,0.00007141932,0.000007062533,0.0001959484,0.0002148633,0.01032038,0.9777164,0.006377682,0.00006930739,0.003652103],"study_design_scores_gemma":[0.00005759732,0.0002639062,0.008177902,0.0000171401,0.00001622947,0.0002558974,0.00014983,0.1950352,0.7876528,0.006754726,0.001554358,0.00006436682],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.97572,0.0003554686,0.02269293,0.00005624577,0.000009444198,0.00001455228,0.00002085021,0.00008997234,0.001040686],"genre_scores_gemma":[0.9971007,0.00007462974,0.002554409,0.000008571472,0.000002367979,0.000008119696,0.000006773347,0.000004423152,0.0002400601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0003924604,"threshold_uncertainty_score":0.001563549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007920676181772583,"score_gpt":0.2255736931104716,"score_spread":0.217653016928699,"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."}}