{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002014877,0.0001439972,0.0002808355,0.000043418,0.00005175974,0.0001019302,0.00137571,0.00005281543,0.000007043721],"category_scores_gemma":[0.00004884813,0.0001410724,0.0001992403,0.0001887457,0.00004045219,0.0004049762,0.0003293662,0.0002352295,0.00001546693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001317454,"about_ca_system_score_gemma":0.000131426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001012996,"about_ca_topic_score_gemma":5.143988e-7,"domain_scores_codex":[0.9980482,0.00005447756,0.0007217757,0.0002100717,0.0008189274,0.0001465615],"domain_scores_gemma":[0.9981908,0.0001866024,0.0008109374,0.0002021896,0.0004840829,0.0001254431],"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":[0.00009081063,0.001004221,0.002003541,0.0003492616,0.0008398021,0.0002125607,0.003374809,0.06280709,0.311029,0.5432698,0.001510708,0.07350838],"study_design_scores_gemma":[0.0004019486,0.0000272212,0.00001963203,0.0001137827,0.00001635889,0.0000733108,0.00003958849,0.9776071,0.01274095,0.008790446,0.00005199119,0.0001177214],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1200387,0.0000492542,0.8774409,0.001848114,0.0001747831,0.00006498451,0.00004428673,0.00005826406,0.0002806827],"genre_scores_gemma":[0.9502782,0.00000167734,0.04935271,0.0001654432,0.0001441045,0.000003014505,0.0000320263,0.00001494624,0.000007902718],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9147999,"threshold_uncertainty_score":0.5752766,"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."}}