{"id":"W1996181730","doi":"10.1016/j.ijheatfluidflow.2014.03.003","title":"Modal analysis of confined square and rectangular cavity flows","year":2014,"lang":"en","type":"article","venue":"International Journal of Heat and Fluid Flow","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Reynolds number; Vortex; Square (algebra); Particle image velocimetry; Flow (mathematics); Physics; Mechanics; Geometry; Aspect ratio (aeronautics); Wake; Optics; Turbulence; Mathematics","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":[0.0002317564,0.0001029417,0.0002935055,0.0003412108,0.00001949496,0.00003434066,0.0001217114,0.0000552937,0.00005540971],"category_scores_gemma":[0.00003617455,0.00008950331,0.0001245396,0.0001129857,0.00002890225,0.0001010196,0.00002389732,0.0001064059,5.913276e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002534588,"about_ca_system_score_gemma":0.000009399586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000299016,"about_ca_topic_score_gemma":0.00003769343,"domain_scores_codex":[0.9991994,0.00002067533,0.0003513812,0.00008056303,0.0002569401,0.00009106068],"domain_scores_gemma":[0.999535,0.00006289181,0.00003910375,0.00007608489,0.0002075978,0.00007933136],"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":[0.0002515189,0.0001025076,0.02875486,0.00007624581,0.004732795,0.00006383241,0.0007684187,0.8614587,0.06239453,0.002557084,0.0006579012,0.03818163],"study_design_scores_gemma":[0.0005266543,0.00006659041,0.01595426,0.00003236077,0.000202334,0.00003901193,0.000009428716,0.9816265,0.0003802487,0.0001713778,0.0009061145,0.00008513776],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793331,0.001015235,0.01845649,0.0001725398,0.0005452628,0.00003097832,0.00004018172,0.00001099036,0.0003951939],"genre_scores_gemma":[0.9979471,0.0004240393,0.001400849,0.00003417935,0.0001539242,6.331306e-7,0.00001327239,0.000009703127,0.0000163295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1201678,"threshold_uncertainty_score":0.3649839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004413116139218809,"score_gpt":0.2056920514602329,"score_spread":0.2012789353210141,"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."}}