{"id":"W3080431825","doi":"10.1002/ppap.202000123","title":"Parallel random bitstreams from a single source of entropy based on nonthermal electrochemical microplasma","year":2020,"lang":"en","type":"article","venue":"Plasma Processes and Polymers","topic":"Plasma Applications and Diagnostics","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Microplasma; NIST; Randomness; Random number generation; Photodetection; Materials science; Electronic engineering; Metrology; Computer science; Bandwidth (computing); Optoelectronics; Optics; Physics; Telecommunications; Algorithm; Engineering; Mathematics; Plasma; Statistics; Speech recognition; Photodetector","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":[0.0003318969,0.0002745434,0.0003244847,0.0004777997,0.0001427182,0.0003448284,0.0003280453,0.0002441101,0.00162246],"category_scores_gemma":[0.001003045,0.000190916,0.0001790614,0.000347636,0.0004750512,0.0005821427,0.0005645464,0.0004523385,0.0002792333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001843346,"about_ca_system_score_gemma":0.00008444024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007465832,"about_ca_topic_score_gemma":0.0001524322,"domain_scores_codex":[0.9996403,0.00004583679,0.00001552892,0.00008186963,0.0001846163,0.00003185148],"domain_scores_gemma":[0.9990788,0.0004168451,0.0001839743,0.0001493458,0.0001174596,0.00005359772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002430254,0.00003395059,0.001292039,0.00007242309,0.00002038255,0.0002117104,0.0001058712,0.0008576723,0.9811667,0.001025459,0.000117383,0.01485339],"study_design_scores_gemma":[0.00001433905,0.0001974492,0.005488225,0.000006257145,0.0000184974,0.0003720671,0.0000357239,0.0133014,0.9791577,0.0005092156,0.0008772187,0.00002190049],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9622208,0.0004267506,0.03459362,0.00008956889,0.0000475218,0.00004490576,0.0001830378,0.0002166297,0.002177237],"genre_scores_gemma":[0.9903234,0.00008276654,0.008401202,0.0000257937,0.00001561543,0.00002338464,0.00008138046,0.00003059452,0.001015828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00162246,"threshold_uncertainty_score":0.005427718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01070541724007345,"score_gpt":0.2154488898584076,"score_spread":0.2047434726183342,"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."}}