{"id":"W4243687418","doi":"10.1007/978-3-642-27737-5_676-1","title":"Orbits of Bernoulli Measures in Cellular Automata","year":2017,"lang":"en","type":"book-chapter","venue":"Encyclopedia of Complexity and Systems Science","topic":"Cellular Automata and Applications","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brock University","funders":"","keywords":"Bernoulli's principle; Cellular automaton; Computer science; Automaton; Theoretical computer science; Algorithm; Engineering; Aerospace engineering","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":[0.0004010471,0.0005472982,0.0007684903,0.001347392,0.001111783,0.002518659,0.0006744656,0.001072795,0.004331839],"category_scores_gemma":[0.002626797,0.0004653727,0.0007039137,0.0009649479,0.002906732,0.001796064,0.00145371,0.001392224,0.0006233901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001576084,"about_ca_system_score_gemma":0.000851072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001845544,"about_ca_topic_score_gemma":0.00103612,"domain_scores_codex":[0.9995261,0.0001250094,0.0000252526,0.00007056264,0.0001725062,0.00008050802],"domain_scores_gemma":[0.9990694,0.0005351162,0.00009812808,0.00008197525,0.0001058118,0.0001096485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000009810692,0.000003028393,0.00006114911,0.00001816012,0.000002166589,0.00002198737,0.00007966501,0.002529353,0.0002839093,0.9939057,0.0005025538,0.002582401],"study_design_scores_gemma":[0.000005173884,0.000005743913,0.00005747105,0.00001209103,0.000002346819,0.00003197877,0.00002243816,0.01179399,0.0001521172,0.986086,0.001825126,0.000005538648],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3644768,0.01018825,0.351684,0.002380383,0.001472383,0.0001097822,0.0005763624,0.0004869065,0.2686251],"genre_scores_gemma":[0.9392741,0.003574645,0.02255878,0.0002080453,0.0007411439,0.0001292252,0.0002446549,0.0001423295,0.03312716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004331839,"threshold_uncertainty_score":0.01449138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0521571883006043,"score_gpt":0.2650701613588861,"score_spread":0.2129129730582818,"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."}}