{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001449155,0.0002873149,0.0007317215,0.0004146152,0.0002874483,0.0001685688,0.00301776,0.0001674606,0.000009210856],"category_scores_gemma":[0.00008371486,0.0002728954,0.00009356092,0.0001398966,0.001831932,0.000537814,0.0008134178,0.0002413525,0.00001686279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004787425,"about_ca_system_score_gemma":0.0005001537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005121182,"about_ca_topic_score_gemma":0.0001097714,"domain_scores_codex":[0.9970649,0.00003731987,0.0007950591,0.0007371426,0.001045431,0.0003201684],"domain_scores_gemma":[0.9967465,0.0001117698,0.0008804638,0.00183503,0.0002683328,0.000157916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001751526,0.00003632615,0.000117198,0.0002202197,0.000008550914,0.000009957776,0.0004935234,0.00001111451,0.0009776988,0.9934548,0.0001344251,0.0045344],"study_design_scores_gemma":[0.001570709,0.0004165108,0.01441342,0.003933272,0.00008179173,0.0001703945,0.0001087654,0.0866049,0.002857899,0.3053162,0.5820559,0.002470299],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004511642,0.003259684,0.02158265,0.0001715463,0.0007887546,0.0008182548,0.00008550105,0.00009495995,0.968687],"genre_scores_gemma":[0.8985722,0.001812376,0.007509024,0.00001638957,0.0001621416,0.00003790947,0.00002028769,0.00003826946,0.09183138],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8940606,"threshold_uncertainty_score":0.9999723,"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."}}