{"id":"W4289315007","doi":"10.1115/1.4055127","title":"Propulsive Effect of Wall Vibrations","year":2022,"lang":"en","type":"article","venue":"Journal of Fluids Engineering","topic":"Fluid Dynamics Simulations and Interactions","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Slosh dynamics; Vibration; Propulsion; Physics; Mechanical wave; Mechanics; Wavelength; Amplitude; Acoustics; Longitudinal wave; Wave propagation; Optics","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":[0.0002024168,0.0004480988,0.0003324854,0.0002501808,0.0002586712,0.0005407095,0.0002329401,0.0004002562,0.002467379],"category_scores_gemma":[0.0009310867,0.0001627055,0.0001943135,0.0001015697,0.0005804963,0.0002222483,0.0004948796,0.0003152409,0.0002620769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001228614,"about_ca_system_score_gemma":0.0001918862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004071638,"about_ca_topic_score_gemma":0.0001817549,"domain_scores_codex":[0.9999053,0.00002216677,0.000004266097,0.00001020064,0.00002411914,0.00003385525],"domain_scores_gemma":[0.9996474,0.0002044672,0.00003105973,0.00002804124,0.00003705088,0.00005198649],"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":[0.001091909,0.0001388963,0.002833914,0.0002827774,0.00005801077,0.001284785,0.000126166,0.3598625,0.6080648,0.002693445,0.000446538,0.02311623],"study_design_scores_gemma":[0.0001006635,0.001895858,0.00519947,0.00005556901,0.00005000894,0.0002263261,0.0002767391,0.7554179,0.2340852,0.001492988,0.001149102,0.00005010503],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870374,0.00008038442,0.008474755,0.00004881037,0.00002964494,0.00001656825,0.00002368508,0.00007303835,0.004215696],"genre_scores_gemma":[0.9989671,0.00003425902,0.0004638115,0.00000827895,0.00000279456,0.000004504687,0.00001108052,0.000005593997,0.0005026056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002467379,"threshold_uncertainty_score":0.00825417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003657571742809152,"score_gpt":0.2043276194064483,"score_spread":0.2006700476636392,"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."}}