{"id":"W4404111513","doi":"10.1098/rspa.2024.0206","title":"Impact of temperature-reliant thermal conductivity and viscosity variations on the convection of Jeffrey fluid in a rotating cellular porous layer","year":2024,"lang":"en","type":"article","venue":"Proceedings of the Royal Society A Mathematical Physical and Engineering Sciences","topic":"Nanofluid Flow and Heat Transfer","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Thermal conductivity; Viscosity; Convection; Porosity; Layer (electronics); Mechanics; Thermal; Materials science; Porous medium; Thermodynamics; Natural convection; Thermal conduction; Fluid dynamics; 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":[0.0003874213,0.0004254618,0.0003849952,0.0004602842,0.0003311271,0.0007927004,0.0003010222,0.000445499,0.0003354404],"category_scores_gemma":[0.0011807,0.0001351424,0.0005137735,0.0002115176,0.001107294,0.0006917036,0.0006055658,0.000299304,0.00006739067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003954758,"about_ca_system_score_gemma":0.0003879903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002133918,"about_ca_topic_score_gemma":0.0009582954,"domain_scores_codex":[0.9998209,0.00003947779,0.00001144301,0.00003651865,0.00004641911,0.00004528888],"domain_scores_gemma":[0.9996085,0.0001723736,0.0001111788,0.00004169269,0.00004022354,0.00002610062],"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":[0.0002676218,0.00007793507,0.006364249,0.0001906543,0.00006475275,0.0009622325,0.0002999318,0.6624498,0.2994469,0.01649825,0.0001472553,0.01323045],"study_design_scores_gemma":[0.000006048928,0.000109083,0.002042113,0.000007290217,0.00002582115,0.0001177818,0.00006657062,0.9563452,0.04015703,0.0008234839,0.000273995,0.00002559047],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9464329,0.0003990426,0.04963921,0.00008686761,0.0000280221,0.00001727411,0.00002439516,0.00006635575,0.003306002],"genre_scores_gemma":[0.9979959,0.0001043317,0.001465752,0.000007546802,0.000003889666,0.000003917302,0.000006360799,0.000005667208,0.0004066777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002133918,"threshold_uncertainty_score":0.004242957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009832471210868748,"score_gpt":0.218267433860013,"score_spread":0.2084349626491442,"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."}}