{"id":"W4321443528","doi":"10.1103/physrevfluids.8.023303","title":"Time-dependent oscillating viscoelastic Rayleigh-Bénard convection: Viscoelastic kinetic energy budget analysis","year":2023,"lang":"en","type":"article","venue":"Physical Review Fluids","topic":"Rheology and Fluid Dynamics Studies","field":"Chemical Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"China Scholarship Council; Providence Health Care","keywords":"Kinetic energy; Viscoelasticity; Physics; Convection; Rayleigh number; Buoyancy; Natural convection; Mechanics; Thermodynamics; Classical mechanics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001570687,0.0001774601,0.0001962311,0.0002715776,0.000142437,0.0002593869,0.0003161281,0.0002903166,0.0008405445],"category_scores_gemma":[0.0004768565,0.00009479758,0.0001850658,0.000240134,0.0002040369,0.0003682691,0.0001610234,0.0001985814,0.00008530224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003363401,"about_ca_system_score_gemma":0.0003696545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003355116,"about_ca_topic_score_gemma":0.001625549,"domain_scores_codex":[0.9999663,0.000004555911,0.000002094032,0.000007016821,0.000010689,0.000009327106],"domain_scores_gemma":[0.999909,0.00003602107,0.00001981384,0.000008117127,0.00001968269,0.000007309272],"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":[0.0001144518,0.00008433705,0.004783941,0.00009784184,0.0000215952,0.0001735439,0.0001304341,0.8413094,0.1305844,0.009761527,0.0003385599,0.01259998],"study_design_scores_gemma":[0.000005034076,0.00001572707,0.0007665929,0.000003082342,0.000002871932,0.0000165153,0.00001087198,0.9906516,0.00794804,0.0003023728,0.0002713592,0.000006002501],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9582441,0.0003271196,0.03575107,0.000128873,0.00001635037,0.00004066265,0.0001812209,0.00007535343,0.005235241],"genre_scores_gemma":[0.991808,0.0001330084,0.006859218,0.00001065742,0.000002005667,0.00002773963,0.00007180292,0.00001352099,0.001074034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003355116,"threshold_uncertainty_score":0.00667119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008135856396918235,"score_gpt":0.260201702483319,"score_spread":0.2520658460864008,"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."}}