{"id":"W4401244336","doi":"10.1016/j.cjph.2024.07.020","title":"The impact of rotation on the onset of cellular convective movement in a casson fluid saturated permeable layer with temperature dependent thermal conductivity and viscosity deviations","year":2024,"lang":"en","type":"article","venue":"Chinese Journal of Physics","topic":"Nanofluid Flow and Heat Transfer","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"Athabasca University","funders":"University of Nizwa","keywords":"Viscosity; Thermal conductivity; Rotation (mathematics); Thermodynamics; Convection; Materials science; Thermal; Mechanics; Convective heat transfer; Layer (electronics); Physics; Mathematics; Geometry; Composite material","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000233167,0.0001192732,0.0001873023,0.00004069333,0.00005062653,0.00003364034,0.00006144388,0.00003542757,0.000004917412],"category_scores_gemma":[0.00001180489,0.0000507557,0.00007637088,0.0002249775,0.00003542423,0.0001621386,0.000005507407,0.0003047608,2.77988e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008612267,"about_ca_system_score_gemma":0.00007975029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000499998,"about_ca_topic_score_gemma":0.00004631659,"domain_scores_codex":[0.9994265,0.00006024072,0.0001937415,0.00005769674,0.0001718436,0.00009000596],"domain_scores_gemma":[0.9995568,0.0001731852,0.00003609423,0.00008507668,0.0001240054,0.00002485651],"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":[0.0001190203,0.00006891014,0.004676732,0.00004943573,0.0002484237,0.000008870864,0.002103404,0.05805077,0.9340343,0.0004564255,0.00003920646,0.0001445332],"study_design_scores_gemma":[0.0008514703,0.0005303682,0.1679831,0.0003391284,0.00008524508,0.00001774123,0.0003341362,0.04797953,0.7804881,0.001248074,0.000001830007,0.0001413658],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980358,0.0007491335,0.0008172322,0.00007880261,0.00007456703,0.0001686514,0.00003436164,0.00000551417,0.00003594589],"genre_scores_gemma":[0.9998319,0.00007769401,0.000007940527,0.000006207992,0.00005344519,0.000003309971,0.000002262062,0.0000123311,0.000004958653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1633063,"threshold_uncertainty_score":0.2069757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008556082027570877,"score_gpt":0.2352906599758579,"score_spread":0.226734577948287,"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."}}