{"id":"W4298165024","doi":"10.1615/tsfp9.540","title":"A COMPARISON OF THE DECAY OF ENERGY IN THE WAKE OF FRACTAL AND CLASSICAL GRIDS","year":2015,"lang":"en","type":"article","venue":"Proceeding of Ninth International Symposium on Turbulence and Shear Flow Phenomena","topic":"Computational Physics and Python Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Wake; Fractal; Physics; Energy (signal processing); Statistical physics; Computer science; Computational physics; Mechanics; Mathematics; Mathematical analysis; Quantum mechanics","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":[0.0002370302,0.00007389798,0.0001587635,0.00005886173,0.00002677781,0.00002136914,0.0005000062,0.00002175094,0.000001242954],"category_scores_gemma":[0.00001936512,0.00004871495,0.00003491262,0.0002119016,0.0001396617,0.0001275635,0.0001494887,0.00009061756,1.849159e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001376381,"about_ca_system_score_gemma":0.000050855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004220946,"about_ca_topic_score_gemma":0.000002081061,"domain_scores_codex":[0.999029,0.00001783931,0.0003146249,0.0001547708,0.0004130187,0.00007077974],"domain_scores_gemma":[0.9992703,0.0001436348,0.0002241141,0.0001142104,0.0002160975,0.00003164823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005497329,0.0005771363,0.03187318,0.00005476327,0.00004284637,1.550441e-7,0.009121368,0.005946685,0.007115916,0.9335625,0.0003167992,0.01133373],"study_design_scores_gemma":[0.0008665972,0.0005378863,0.04562438,0.0002737126,0.00001878433,0.000009023158,0.0007349112,0.8589218,0.02745243,0.06387471,0.001484951,0.000200797],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9618257,0.0001965173,0.02067782,0.007780615,0.0002274061,0.0002033953,0.00002382881,0.000008922997,0.009055786],"genre_scores_gemma":[0.9982812,0.00001483672,0.001572855,0.00005483923,0.00004676423,0.000009768873,0.000002064172,0.000002883531,0.00001482404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8696877,"threshold_uncertainty_score":0.1986538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02890924720407451,"score_gpt":0.2892624881435248,"score_spread":0.2603532409394503,"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."}}