{"id":"W4200088814","doi":"10.1109/mwp53341.2021.9639406","title":"Microwave Chaotic Signal Generation Based on an Optoelectronic Oscillator With Randomly Distributed Feedbacks","year":2021,"lang":"en","type":"article","venue":"","topic":"Chaos control and synchronization","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Chaotic; Fiber Bragg grating; SIGNAL (programming language); Microwave; Computer science; Electronic engineering; Optoelectronics; Optical fiber; Physics; Telecommunications; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007862005,0.0001624213,0.0001859551,0.00003097128,0.0001421543,0.000118069,0.00005819972,0.0000349703,0.001682062],"category_scores_gemma":[0.00000274464,0.0001279495,0.00006353684,0.0001842733,0.0000195358,0.000112528,0.000008550697,0.0001003024,0.00002532961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005849004,"about_ca_system_score_gemma":0.0002758021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002924607,"about_ca_topic_score_gemma":0.00008373319,"domain_scores_codex":[0.9990373,0.00008148027,0.0001604404,0.0003072922,0.0001670473,0.0002463986],"domain_scores_gemma":[0.999442,0.00003098322,0.00005861473,0.0002129165,0.0001668562,0.00008864091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001703654,0.002423868,0.03069029,0.00004234083,0.0005801734,0.00003475058,0.0003472998,0.1344345,0.6552948,0.09875461,0.004388054,0.07130568],"study_design_scores_gemma":[0.01119303,0.0005769518,0.001812058,0.00002521268,0.00009593722,0.00000295281,0.0001172293,0.7947739,0.1891255,0.0006159726,0.001156878,0.0005043507],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2885411,0.00002173326,0.7079059,0.0003640221,0.00005407813,0.0001948989,0.00004127371,0.00003882958,0.002838155],"genre_scores_gemma":[0.9961014,3.907875e-7,0.0007088852,0.0001782561,0.0004907965,0.00002209104,0.002066502,0.00001861097,0.0004130437],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7075603,"threshold_uncertainty_score":0.9992306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00631785572027473,"score_gpt":0.2045406712259747,"score_spread":0.1982228155057,"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."}}