{"id":"W1979654618","doi":"10.1063/1.3464493","title":"Defect mediated turbulence in a locally quasiperiodic chemical medium","year":2010,"lang":"en","type":"article","venue":"The Journal of Chemical Physics","topic":"Nonlinear Dynamics and Pattern Formation","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Quasiperiodic function; Turbulence; Physics; Statistical physics; Mechanics; Condensed matter physics","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":[0.0006035304,0.0001063277,0.0001767436,0.00003171288,0.00002095012,0.00004599352,0.001048903,0.0000662847,0.000004752729],"category_scores_gemma":[0.0001134911,0.0000687099,0.0001010313,0.0002766655,0.00009580848,0.0003257094,0.0001298148,0.0008299222,0.00001760547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002784059,"about_ca_system_score_gemma":0.0001076379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005767846,"about_ca_topic_score_gemma":0.000002293267,"domain_scores_codex":[0.9989297,0.00004020668,0.0003651103,0.00008541093,0.0003945081,0.000185073],"domain_scores_gemma":[0.9990392,0.0002365522,0.0002417756,0.0002654658,0.000124193,0.00009280177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003693504,0.0001320896,0.0003153381,0.00001173787,0.00001454342,0.000008247907,0.0008034504,0.00005814173,0.9907345,0.0010751,0.0002470012,0.006562903],"study_design_scores_gemma":[0.001814145,0.0001524754,0.0007711712,0.0001497878,0.0000361147,0.0004268848,0.00003103964,0.375416,0.5815389,0.03845848,0.0007565893,0.000448522],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9504566,0.00002764711,0.04718526,0.001922339,0.0002564115,0.00004674574,0.00000148438,0.00001295103,0.0000905218],"genre_scores_gemma":[0.9957417,0.00001414241,0.003357658,0.0006539847,0.0002218198,6.760985e-7,0.000002213985,0.000006549438,0.000001206526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4091957,"threshold_uncertainty_score":0.3605645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006927926644151163,"score_gpt":0.2225198111935597,"score_spread":0.2155918845494085,"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."}}