{"id":"W2944684612","doi":"10.1063/1.5094047","title":"Comparing chaotic and random dynamical systems","year":2019,"lang":"en","type":"article","venue":"Journal of Mathematical Physics","topic":"Mathematical Dynamics and Fractals","field":"Mathematics","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Science Foundation","keywords":"Chaotic; Dynamical systems theory; Probabilistic logic; Statistical physics; Stochastic process; Limit (mathematics); Series (stratigraphy); Deterministic system (philosophy); Mathematics; Dynamical system (definition); Mathematical economics; Applied mathematics; Computer science; Physics; Mathematical analysis; Quantum mechanics; Statistics; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001226248,0.0002275867,0.0004930642,0.001529649,0.0004844248,0.002195117,0.0004447126,0.0005713195,0.003972109],"category_scores_gemma":[0.008067351,0.0001262594,0.0002930064,0.001002748,0.001835819,0.002871159,0.001846905,0.000676749,0.0002224938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000956539,"about_ca_system_score_gemma":0.0003278308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009981557,"about_ca_topic_score_gemma":0.0005195408,"domain_scores_codex":[0.9989913,0.000408037,0.00005580303,0.0001517436,0.000296183,0.00009692688],"domain_scores_gemma":[0.997183,0.00172785,0.0003538791,0.0002618138,0.0003132747,0.0001602308],"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":[0.00002948101,0.000009656477,0.001325174,0.00008837596,0.0000291797,0.00008071679,0.0004985113,0.01048424,0.0008010759,0.9741915,0.001278372,0.01118377],"study_design_scores_gemma":[0.00001316033,0.0000419598,0.003304155,0.00003665863,0.00001755157,0.0001395261,0.0003796592,0.03783182,0.0004348348,0.9437574,0.0140173,0.00002599362],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5305598,0.01668408,0.2775763,0.01557441,0.001618804,0.00009847656,0.0005570271,0.0002518769,0.1570792],"genre_scores_gemma":[0.9803876,0.00187586,0.01182701,0.0003886965,0.0005001554,0.00003816091,0.0001655181,0.00005826501,0.004758696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003972109,"threshold_uncertainty_score":0.01328802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03715739845141131,"score_gpt":0.2862317533197476,"score_spread":0.2490743548683363,"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."}}