{"id":"W2978236094","doi":"10.1103/physrevfluids.4.094501","title":"Diffused-interface Rayleigh-Taylor instability with a nonlinear equation of state","year":2019,"lang":"en","type":"article","venue":"Physical Review Fluids","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Rayleigh–Taylor instability; Instability; Nonlinear system; Asymmetry; Rayleigh scattering; Interface (matter); Mechanics; Physics; Kinetic energy; Equation of state; Statistical physics; Classical mechanics; Thermodynamics; Optics; Quantum mechanics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000130633,0.0001840321,0.0004648839,0.00002472286,0.00001116591,0.00001051976,0.0001495262,0.00001962779,0.00005934981],"category_scores_gemma":[0.00002621019,0.0001358852,0.0001136968,0.0002202148,0.00003176647,0.0001204638,0.00003480371,0.00014396,0.0001733737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004522084,"about_ca_system_score_gemma":0.00001449292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008991774,"about_ca_topic_score_gemma":0.000003442522,"domain_scores_codex":[0.9990447,0.00003009704,0.0002891835,0.0002014168,0.000242401,0.0001922067],"domain_scores_gemma":[0.9993416,0.00007177672,0.00003770652,0.0004103251,0.00007082094,0.0000677557],"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":[0.000366532,0.004013391,0.008572354,0.06239987,0.0009203306,0.00001164855,0.001676415,0.2256693,0.5468463,0.02430225,0.000976458,0.1242452],"study_design_scores_gemma":[0.0004243678,0.0002289693,0.0006258366,0.0008859496,0.00004901792,5.212987e-7,0.000002246088,0.9888379,0.00589505,0.0002420687,0.002586876,0.0002212079],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882375,0.004729388,0.005093849,0.00005829889,0.00009830369,0.0005596901,0.00003321796,0.0001011767,0.001088564],"genre_scores_gemma":[0.9970645,0.002174724,0.0005741024,0.00004349411,0.00003537425,0.0000235525,0.00001907461,0.00003385374,0.00003126664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7631686,"threshold_uncertainty_score":0.5541239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008434994906259685,"score_gpt":0.236932908348245,"score_spread":0.2284979134419853,"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."}}