{"id":"W4416149290","doi":"10.1103/d937-5yt7","title":"QPP-RNG: A conceptual quantum system for true randomness","year":2025,"lang":"en","type":"article","venue":"Physical review. E","topic":"Chaos-based Image/Signal Encryption","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Quantropi (Canada)","funders":"","keywords":"Randomness; Nondeterministic algorithm; Pseudorandom permutation; Random number generation; Entropy (arrow of time); Randomness tests; Permutation (music)","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":[0.001302895,0.0002987398,0.0003239377,0.000270898,0.0004964067,0.001138572,0.001106129,0.000873975,0.003122403],"category_scores_gemma":[0.003146305,0.0002260237,0.0002421359,0.0002415603,0.002353167,0.001782053,0.001250463,0.001197136,0.0006549156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007374366,"about_ca_system_score_gemma":0.0007331301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003196397,"about_ca_topic_score_gemma":0.0002708066,"domain_scores_codex":[0.9989661,0.0003598876,0.00003675348,0.0001717564,0.0003849397,0.00008061992],"domain_scores_gemma":[0.9987333,0.0005403165,0.0001438752,0.0003460615,0.0001515016,0.00008500828],"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":[0.0002177046,0.00009231476,0.001571027,0.0001448319,0.00003052311,0.0002936854,0.0003514799,0.0616559,0.1181189,0.779273,0.003109179,0.03514135],"study_design_scores_gemma":[0.00007097731,0.0003425769,0.0007754533,0.00003948238,0.00002002521,0.0003207356,0.00007363059,0.6984788,0.06994311,0.2080663,0.02178228,0.0000866988],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1019367,0.0002839872,0.878691,0.001243522,0.0002802737,0.0001189728,0.0001773735,0.001806887,0.01546132],"genre_scores_gemma":[0.8492186,0.0001198856,0.147735,0.0004031499,0.00004917984,0.0001257002,0.0001027186,0.0001670459,0.002078697],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003122403,"threshold_uncertainty_score":0.01044542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01967412230603023,"score_gpt":0.3367754502799289,"score_spread":0.3171013279738987,"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."}}