{"id":"W3082726039","doi":"10.1142/s0129183120501727","title":"Approximating dynamics of a number-conserving cellular automaton by a finite-dimensional dynamical system","year":2020,"lang":"en","type":"article","venue":"International Journal of Modern Physics C","topic":"Cellular Automata and Applications","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Cellular automaton; Conjecture; Property (philosophy); Mathematics; Blocking (statistics); Dynamical systems theory; Word (group theory); Automaton; Statistical physics; Discrete mathematics; Computer science; Algorithm; Physics; Theoretical computer science; Geometry; Quantum mechanics","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":[0.0004627302,0.0002664893,0.0005980765,0.0004047428,0.0005183282,0.0009816403,0.0009954661,0.0008269141,0.001551284],"category_scores_gemma":[0.001771196,0.0002304355,0.0005858716,0.0003416955,0.00159962,0.001033603,0.0005382077,0.0008020614,0.0002269308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001306093,"about_ca_system_score_gemma":0.0008066223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008415011,"about_ca_topic_score_gemma":0.003981708,"domain_scores_codex":[0.9997547,0.00007831598,0.00001522841,0.00005078332,0.00006918133,0.0000318516],"domain_scores_gemma":[0.9993991,0.0002839566,0.00007872355,0.0001120307,0.0000827632,0.00004336041],"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":[0.00004206952,0.00002558041,0.001110104,0.00003159883,0.00001852373,0.0001040759,0.0001183346,0.8953947,0.005192535,0.09568829,0.0001790646,0.00209508],"study_design_scores_gemma":[0.000002865273,0.000006157306,0.00006584324,0.000002098021,0.000001795225,0.000008450373,0.00000658628,0.9939086,0.0002240467,0.005639793,0.0001304231,0.00000335541],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4591882,0.0002912308,0.5270104,0.0005275225,0.0001004052,0.00004164941,0.0001337452,0.0004074162,0.01229946],"genre_scores_gemma":[0.9583378,0.0001308595,0.03950425,0.00005555019,0.00001752153,0.0000503339,0.00006173853,0.00002666252,0.001815181],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008415011,"threshold_uncertainty_score":0.01673204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01087388221250617,"score_gpt":0.2320005677665061,"score_spread":0.2211266855539999,"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."}}