{"id":"W4206405967","doi":"10.1017/cbo9781139195768","title":"Codes and Automata","year":2009,"lang":"en","type":"book","venue":"Cambridge University Press eBooks","topic":"Cellular Automata and Applications","field":"Computer Science","cited_by":113,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Automaton; Ideal (ethics); Computer science; Cryptography; Relation (database); Focus (optics); Connection (principal bundle); Field (mathematics); Theoretical computer science; Automata theory; Subject (documents); Mathematics; Algorithm; Pure mathematics; Epistemology","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":[0.0004804753,0.000899269,0.0005971481,0.001850093,0.001781716,0.003691878,0.0007874285,0.001428425,0.01458235],"category_scores_gemma":[0.002340717,0.0002847673,0.0005851664,0.00223206,0.004779646,0.00528404,0.001631469,0.002902167,0.005944049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002936146,"about_ca_system_score_gemma":0.001525298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002353373,"about_ca_topic_score_gemma":0.002039194,"domain_scores_codex":[0.9990206,0.000224066,0.00005552511,0.0002080744,0.0003985064,0.00009326344],"domain_scores_gemma":[0.9991052,0.0004215736,0.00004386373,0.0001489051,0.0002335691,0.00004690193],"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":[0.000003878508,0.000002724758,0.00002587812,0.00006323164,0.00000221543,0.00002012438,0.0002041596,0.0002516783,0.0001709749,0.9595261,0.01859055,0.02113847],"study_design_scores_gemma":[0.000002834894,0.00001325182,0.00007037121,0.0001067652,0.000003000562,0.0001583216,0.0000909384,0.0006544771,0.0002544477,0.5192437,0.4793921,0.000009720116],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005423816,0.07620595,0.09805845,0.01343502,0.01137012,0.00007605497,0.0006566214,0.0006311788,0.7941428],"genre_scores_gemma":[0.21145,0.07431146,0.05818677,0.009098405,0.007529044,0.0003721855,0.001189202,0.000711654,0.6371514],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01458235,"threshold_uncertainty_score":0.04878277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01395270491409317,"score_gpt":0.1948340756669944,"score_spread":0.1808813707529012,"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."}}