{"id":"W4409204508","doi":"10.37934/arfmts.19.1.129","title":"Control of Suddenly Expanded Flow Using Quarter Rib for Area Ratio 4.84 at Mach 2","year":2025,"lang":"en","type":"article","venue":"JOURNAL OF ADVANCED RESEARCH IN EXPERIMENTAL FLUID MECHANICS AND HEAT TRANSFER","topic":"Plasma and Flow Control in Aerodynamics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mach number; Quarter (Canadian coin); Flow (mathematics); Flow control (data); Geology; Computer science; Mechanics; Physics; Telecommunications; History; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007628051,0.0001730443,0.0004964795,0.0003843602,0.0001039252,0.00003032561,0.0001447356,0.0001221201,0.0000146468],"category_scores_gemma":[0.00002326815,0.0001567084,0.0001433041,0.0002082612,0.00003657604,0.0002180085,0.00001812801,0.0003262899,2.220687e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003102803,"about_ca_system_score_gemma":0.00007144987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004898239,"about_ca_topic_score_gemma":0.00002280366,"domain_scores_codex":[0.9983609,0.0000764562,0.0006497687,0.0001602257,0.0003475442,0.0004050825],"domain_scores_gemma":[0.9992754,0.0002636189,0.00001109527,0.0001302315,0.0002001176,0.0001195432],"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":[0.00127011,0.0001048065,0.00002111906,0.0001120714,0.00008813018,0.00001487051,0.0003011004,0.05745469,0.9370111,0.003149519,0.0000447146,0.0004278149],"study_design_scores_gemma":[0.004894831,0.0003908958,0.00001128004,0.000191446,0.00001571504,0.00001988152,0.0005252147,0.6441012,0.349099,0.0005487007,0.0001035618,0.00009828613],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6691353,0.003800873,0.3260339,0.0001001022,0.0003750284,0.0004543384,0.00003875683,0.000008150801,0.00005362052],"genre_scores_gemma":[0.9968233,0.0006374374,0.002392122,0.00003118804,0.00004159408,0.00003347925,0.0000037557,0.00002451035,0.00001268244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5879121,"threshold_uncertainty_score":0.6390384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02782615035460685,"score_gpt":0.3174959985302019,"score_spread":0.2896698481755951,"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."}}