{"id":"W2071279442","doi":"10.1103/physreve.68.026203","title":"Front explosions in three-dimensional resonantly-forced oscillatory systems","year":2003,"lang":"en","type":"article","venue":"Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics","topic":"Nonlinear Dynamics and Pattern Formation","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Turbulence; Physics; Coupled map lattice; Phase transition; Front (military); Lattice (music); Chaotic; Statistical physics; Mechanics; Classical mechanics; Condensed matter physics; Meteorology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000228888,0.0002244117,0.0003594779,0.0003520039,0.0005659957,0.0006680809,0.0004007356,0.0004792275,0.001113413],"category_scores_gemma":[0.001049066,0.0001709975,0.0003379058,0.0001852789,0.001175402,0.0007523717,0.0008485249,0.0005039549,0.0000845657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005261176,"about_ca_system_score_gemma":0.0002713941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001109601,"about_ca_topic_score_gemma":0.000554988,"domain_scores_codex":[0.9999033,0.00002161428,0.00000461425,0.000009881026,0.00003037942,0.00003009859],"domain_scores_gemma":[0.9996352,0.000128115,0.00009375007,0.00003271111,0.00003336748,0.00007674326],"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":[0.0006684127,0.0002937886,0.009108895,0.0001705964,0.0001069829,0.002517272,0.001807463,0.4947793,0.141997,0.3257299,0.001079093,0.02174133],"study_design_scores_gemma":[0.00005076109,0.00007514969,0.001759464,0.000006718722,0.00001020667,0.0002109196,0.0001602683,0.9473388,0.007697755,0.04210989,0.0005561527,0.000023889],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9596802,0.0001343162,0.03576766,0.0001479271,0.0000139534,0.00002435732,0.00002031165,0.00008541532,0.004125777],"genre_scores_gemma":[0.9962179,0.00004874361,0.003089991,0.00001330286,0.000003525467,0.00001254291,0.00001568065,0.000007722914,0.0005906001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001113413,"threshold_uncertainty_score":0.00381726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0143086125769091,"score_gpt":0.2874374621876684,"score_spread":0.2731288496107593,"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."}}