{"id":"W583949697","doi":"","title":"On leveraging the chaotic and combinatorial nature of deterministic n-body dynamics on the unit m-sphere in order to implement a pseudo-random number generator","year":2012,"lang":"en","type":"preprint","venue":"viXra","topic":"Chaos-based Image/Signal Encryption","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Position (finance); Nondeterministic algorithm; Chaotic; Generator (circuit theory); Physics; Function (biology); Measure (data warehouse); Statistical physics; Nonlinear system; Mathematics; Classical mechanics; Computer science; Quantum mechanics; Discrete mathematics; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009725936,0.0003683309,0.0003787222,0.000105234,0.0001518288,0.0002145682,0.001106202,0.0002378441,0.00006099424],"category_scores_gemma":[0.0002582477,0.0002373918,0.00007231814,0.0005352739,0.00005956938,0.00008291132,0.00102472,0.001229663,0.0000313573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002395085,"about_ca_system_score_gemma":0.0002718006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002123891,"about_ca_topic_score_gemma":0.0001108123,"domain_scores_codex":[0.9976552,0.0003813381,0.0004232071,0.0005740753,0.0005677268,0.0003984571],"domain_scores_gemma":[0.9975876,0.0007389953,0.0002496126,0.001102136,0.0002184045,0.0001032532],"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":[0.000832324,0.0009875705,0.002554189,0.0005257688,0.0002634876,0.00009764174,0.009262643,0.01421617,0.002819111,0.9436657,0.002426887,0.02234853],"study_design_scores_gemma":[0.006524893,0.0006051011,0.009338543,0.001354062,0.0001535395,0.00005329658,0.0003446277,0.9187852,0.003394468,0.05666527,0.001215468,0.001565494],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9303488,0.00007412019,0.06124057,0.00279128,0.003233779,0.00161863,0.00005633614,0.00006103296,0.000575499],"genre_scores_gemma":[0.9971561,0.000009506196,0.001246358,0.001135835,0.0002444177,0.0001249442,0.0000177463,0.00002997497,0.00003516085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9045691,"threshold_uncertainty_score":0.9680556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01658104015132145,"score_gpt":0.2790617790098641,"score_spread":0.2624807388585427,"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."}}