{"id":"W4412030533","doi":"10.1109/tcsii.2025.3585913","title":"Chaotic Nature of Integer Sequences From Primitive Linear Feedback Shift Registers","year":2025,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits & Systems II Express Briefs","topic":"Cellular Automata and Applications","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nexen (Canada)","funders":"Korea Research Institute for Defense Technology Planning and Advancement","keywords":"Shift register; Integer (computer science); Chaotic; Computer science; Mathematics; Arithmetic; Telecommunications; Artificial intelligence; Programming language","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":[0.0001281953,0.0001655067,0.0001222702,0.0003631879,0.0001790123,0.0003232503,0.0001451536,0.0001877174,0.001235301],"category_scores_gemma":[0.001017433,0.00009390775,0.00008279854,0.0001969415,0.0004287691,0.0005402999,0.0002065678,0.000224717,0.0001156948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001911182,"about_ca_system_score_gemma":0.0001560532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000137547,"about_ca_topic_score_gemma":0.0001130545,"domain_scores_codex":[0.9999018,0.000018641,0.000007115179,0.00001559797,0.0000437236,0.00001312488],"domain_scores_gemma":[0.9996667,0.0001453982,0.0001017584,0.00003249648,0.00003796195,0.00001566656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005125455,0.0000609508,0.005496378,0.0003063813,0.0000194567,0.001360276,0.001068402,0.08832569,0.4712529,0.380719,0.000357974,0.05051997],"study_design_scores_gemma":[0.00008770989,0.0007587178,0.01066946,0.00007905496,0.00002431295,0.00215143,0.0003340686,0.63189,0.189985,0.1558283,0.008086362,0.0001055838],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9394475,0.0002397435,0.05398368,0.00006754052,0.00002696842,0.00002316482,0.00006459677,0.00007774845,0.006069032],"genre_scores_gemma":[0.9927784,0.00009728225,0.006177653,0.00001181596,0.00001113262,0.00001338721,0.00004533728,0.000008333646,0.0008566992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001235301,"threshold_uncertainty_score":0.004132509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01387916247400769,"score_gpt":0.2488373868178416,"score_spread":0.2349582243438339,"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."}}