{"id":"W4214528494","doi":"10.1016/b0-08-043076-7/00493-9","title":"Random Numbers","year":2001,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Chaos-based Image/Signal Encryption","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Pseudorandom number generator; Random number generation; Computer science; Range (aeronautics); Random variable; Poisson distribution; Probabilistic logic; Theoretical computer science; Algorithm; Probability distribution; Mathematics; Statistics; Artificial intelligence","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004243352,0.0005647064,0.0006189157,0.000257114,0.0001454277,0.0002221481,0.001308533,0.0003461451,0.0004356682],"category_scores_gemma":[0.00002453067,0.000557651,0.0004255628,0.00003745471,0.0001453118,0.00022256,0.0003608419,0.0006544623,0.001946747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002167359,"about_ca_system_score_gemma":0.0002195259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002143297,"about_ca_topic_score_gemma":0.00001621561,"domain_scores_codex":[0.9973788,0.00005253706,0.0005464228,0.0008681994,0.0006960946,0.0004579758],"domain_scores_gemma":[0.9978231,0.0001512375,0.0003390324,0.001304579,0.0001522976,0.0002297381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002037366,0.000006810297,6.733551e-7,0.00002869065,0.00005144814,0.0001710074,0.0001308967,0.000006420942,0.00006237206,0.03292537,0.001085822,0.9655101],"study_design_scores_gemma":[0.001060153,0.0000536597,0.000002068506,0.0002563148,0.00004679914,0.0001020712,0.000001131562,0.0003728408,0.00009540148,0.04364364,0.9537635,0.0006024282],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000003158102,0.0005910051,0.01913005,0.000201287,0.0008991407,0.0005531025,0.000008322888,0.0004006563,0.9782133],"genre_scores_gemma":[0.0001536892,0.0001056254,0.006607603,0.001036583,0.0005129647,0.00003317636,0.00001622935,0.00008443456,0.9914497],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9649077,"threshold_uncertainty_score":0.9996875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0134545061764485,"score_gpt":0.2285450242705477,"score_spread":0.2150905180940992,"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."}}