{"id":"W1767685706","doi":"10.1139/p2012-032","title":"Chaotic systems via multi-step differential transformation method","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Physics","topic":"Fractional Differential Equations Solutions","field":"Mathematics","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Physics; Transformation (genetics); Chaotic; Differential (mechanical device); Chaotic systems; Statistical physics; Applied mathematics; Nonlinear system; Quantum mechanics; Thermodynamics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003081851,0.0001405977,0.000260626,0.0001885281,0.0002089355,0.00005716765,0.0001562406,0.00008366321,0.0001137911],"category_scores_gemma":[0.0001293595,0.0001318474,0.0001787841,0.0001878203,0.00004063799,0.0006215519,0.000004361231,0.000309921,0.00004451503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003305799,"about_ca_system_score_gemma":0.0003893904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00174636,"about_ca_topic_score_gemma":0.002130593,"domain_scores_codex":[0.9986897,0.0001544721,0.0004868424,0.0000624016,0.0002591248,0.000347504],"domain_scores_gemma":[0.9984949,0.0001845879,0.000333683,0.000146409,0.0002966293,0.0005437421],"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":[0.00001854621,0.000528198,0.0008812231,0.0002488691,0.0005140728,0.000007935574,0.007545729,0.001997284,0.003965594,0.9584015,0.003610026,0.02228099],"study_design_scores_gemma":[0.01218819,0.0008619067,0.05960981,0.001668606,0.005228115,0.002451843,0.01032488,0.6468713,0.009469348,0.2111608,0.03611266,0.004052534],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03028428,0.0001207238,0.9671319,0.0001330981,0.001805491,0.0001666515,0.00003883124,0.00001121372,0.0003078147],"genre_scores_gemma":[0.9791776,0.00000271102,0.01965888,0.00001830069,0.0009521216,0.000006073359,0.00001289874,0.00002596308,0.0001454478],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9488933,"threshold_uncertainty_score":0.537658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09247188137361333,"score_gpt":0.3320330407151244,"score_spread":0.239561159341511,"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."}}