{"id":"W4416109361","doi":"10.1063/5.0294212","title":"Spatio-temporal behavior of long submerged bluff bodies located near a wall","year":2025,"lang":"en","type":"article","venue":"Physics of Fluids","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Backflow; Vortex; Flow (mathematics); Flow visualization; Vorticity; Vortex shedding; Wake; Turbulence; Flow separation","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":[0.00006515304,0.0001212305,0.0002662259,0.0000795075,0.00003160385,0.00001694655,0.0001304331,0.00004796647,0.00003200992],"category_scores_gemma":[0.000009371222,0.0001302516,0.0001127108,0.000352574,0.0000630332,0.0000996637,0.00002860591,0.00007204669,0.000005828317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002519374,"about_ca_system_score_gemma":0.00003459723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002816411,"about_ca_topic_score_gemma":0.0001595712,"domain_scores_codex":[0.999289,0.00001266848,0.0003257143,0.0001117035,0.0001366881,0.0001241668],"domain_scores_gemma":[0.9995279,0.00001387456,0.00003839627,0.0002481674,0.0001427798,0.00002891057],"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":[0.0001043506,0.000889512,0.3386349,0.001457193,0.001573039,0.000009596636,0.002249253,0.2448518,0.3539848,0.02592625,0.005155102,0.02516413],"study_design_scores_gemma":[0.0002891525,0.0000326639,0.01604639,0.00003620922,0.0001798774,1.057724e-7,0.00002873999,0.9187821,0.06402802,0.0003237419,0.000102301,0.0001506587],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9516646,0.0002443951,0.04701711,0.00004386979,0.00009890545,0.0001067857,0.00002154027,0.00007852992,0.0007242069],"genre_scores_gemma":[0.9987909,0.00003824566,0.0008350735,0.00001385097,0.00001544149,0.0000143321,0.0001028172,0.0000163412,0.0001729941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6739303,"threshold_uncertainty_score":0.5311506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009262525638708866,"score_gpt":0.2332189246156308,"score_spread":0.223956398976922,"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."}}