{"id":"W2025144390","doi":"10.1109/cimca.2006.154","title":"Multiple-Solution Nature of Chaos Number-Oriented Equations","year":2006,"lang":"en","type":"article","venue":"","topic":"Chaos control and synchronization","field":"Physics and Astronomy","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Atlantic Canada Opportunities Agency","keywords":"Chaotic; Simple (philosophy); Quadratic equation; Universe; CHAOS (operating system); Mathematics; Applied mathematics; Computer science; Process (computing); Linear equation; Mathematical analysis; Artificial intelligence; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00003666885,0.00006610412,0.00008813696,0.00002413585,0.00005818349,0.000007741268,0.00003987193,0.00004364075,0.0007697457],"category_scores_gemma":[0.000007554965,0.00005887174,0.00005643778,0.0001373526,0.00001714886,0.00008490735,0.00001255856,0.0000737494,0.00003879889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001291963,"about_ca_system_score_gemma":0.00002115934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009719588,"about_ca_topic_score_gemma":0.00007688554,"domain_scores_codex":[0.9995222,0.00001415008,0.0001625641,0.0001013603,0.00009695782,0.0001027304],"domain_scores_gemma":[0.9996526,0.00004629021,0.00007159571,0.0001060881,0.0001060399,0.00001742287],"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":[0.00001049406,0.0002212959,0.1931726,0.000005836218,0.00002567332,1.051199e-7,0.00005553482,0.0007359458,0.008269561,0.7910291,0.001289756,0.005184103],"study_design_scores_gemma":[0.007457066,0.00007969645,0.1476216,0.00006175524,0.0001293665,9.420537e-7,0.0005425003,0.7256598,0.05068553,0.03884222,0.02810981,0.0008096065],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1542577,0.00002228463,0.7896301,0.000228721,0.000157645,0.0001738235,0.00004199564,0.00003950401,0.05544834],"genre_scores_gemma":[0.9969074,1.755228e-7,0.0007322386,0.00001287544,0.000292239,0.0000106977,0.0003043102,0.000006133992,0.00173399],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8426497,"threshold_uncertainty_score":0.8428175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004137257729839854,"score_gpt":0.2208410979245085,"score_spread":0.2167038401946687,"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."}}