{"id":"W2063694487","doi":"10.2514/1.8337","title":"On Flow Development in Jet-Driven Vortex Chambers","year":2005,"lang":"en","type":"article","venue":"Journal of Propulsion and Power","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Vortex; Jet (fluid); Mechanics; Aerospace engineering; Flow (mathematics); Vortex generator; Vortex shedding; Physics; Materials science; Turbulence; Reynolds number; Engineering","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001270042,0.00008484358,0.0001254427,0.0001043279,0.0000225383,0.00002060686,0.00004816238,0.00004581956,0.0001568173],"category_scores_gemma":[0.000008738217,0.00006132582,0.00003079963,0.00005191664,0.000008111378,0.00007444917,0.000010333,0.0001776422,0.00002008896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005787904,"about_ca_system_score_gemma":0.0000156239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.046828e-7,"about_ca_topic_score_gemma":0.00001360741,"domain_scores_codex":[0.9994308,0.000008272156,0.0002566668,0.00005183667,0.000141243,0.0001111167],"domain_scores_gemma":[0.9998127,0.00001050351,0.00003456551,0.0000477409,0.000023088,0.00007143314],"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":[0.0003179271,0.0005456107,0.01422744,0.0001319958,0.0001775778,0.0003519465,0.007109947,0.5429783,0.006931603,0.001628713,0.01973344,0.4058655],"study_design_scores_gemma":[0.002129176,0.0002764231,0.04435902,0.0003865937,0.00001024065,0.0001136397,0.00002922662,0.7434185,0.0008277423,0.0002490982,0.2078256,0.0003748189],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973137,0.0003235878,0.0001950863,0.0003010963,0.0003805546,0.00004975106,6.932474e-7,0.000009500548,0.001426053],"genre_scores_gemma":[0.9928451,0.0001216555,0.006726881,0.0001005488,0.00004282151,7.321e-7,6.814219e-7,0.00001131462,0.0001502527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4054907,"threshold_uncertainty_score":0.2500794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005485578932982349,"score_gpt":0.2030236099537772,"score_spread":0.1975380310207948,"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."}}