{"id":"W4283157830","doi":"10.1063/5.0099935","title":"Evolution of Rayleigh−Taylor instability at the interface between a granular suspension and a clear fluid","year":2022,"lang":"en","type":"article","venue":"Physics of Fluids","topic":"Particle Dynamics in Fluid Flows","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Compute Canada; Natural Sciences and Engineering Research Council of Canada; Marine Environmental Observation Prediction and Response Network","keywords":"Physics; Instability; Lattice Boltzmann methods; Growth rate; Mechanics; Rayleigh–Taylor instability; Suspension (topology); Shear flow; Thermodynamics; Geometry","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":[0.0002107309,0.000258111,0.0003485054,0.000587962,0.0003644733,0.0006876349,0.0003142674,0.0003958991,0.00101452],"category_scores_gemma":[0.0006893917,0.0001708151,0.0002757735,0.0002475421,0.0005088021,0.0004371037,0.0005899871,0.0005386483,0.0001617743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004004354,"about_ca_system_score_gemma":0.0002743728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001808253,"about_ca_topic_score_gemma":0.0007843336,"domain_scores_codex":[0.99988,0.000009877827,0.000008947138,0.0000245541,0.00004649744,0.00003020451],"domain_scores_gemma":[0.9996004,0.0001032016,0.0001285965,0.00001648734,0.00006422357,0.00008721445],"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":[0.0007801458,0.0001797606,0.02212232,0.00009974643,0.0000506058,0.001305148,0.0008004283,0.04572917,0.913748,0.003176756,0.0002234678,0.0117844],"study_design_scores_gemma":[0.00005927821,0.0006185564,0.03684578,0.0000239924,0.0000395461,0.0003627987,0.0006291379,0.6657219,0.2934981,0.001143754,0.0009651768,0.00009192955],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958448,0.000077706,0.00337124,0.0000223211,0.000006100508,0.000007453564,0.00003226052,0.00005865378,0.0005795416],"genre_scores_gemma":[0.9975451,0.00003394235,0.001973912,0.000008558218,0.000002747355,0.000008454721,0.00005508761,0.000009700155,0.0003625668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001808253,"threshold_uncertainty_score":0.003595412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01311686671498453,"score_gpt":0.2376935541643831,"score_spread":0.2245766874493986,"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."}}