{"id":"W4293517997","doi":"10.1109/icait56197.2022.9862626","title":"Generation of Frequency-Stepped Signals in Temporal-Frequency Synthetic Dimension with Digital Predistortion","year":2022,"lang":"en","type":"article","venue":"","topic":"Advanced Photonic Communication Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Predistortion; Radar; Broadband; Bandwidth (computing); Computer science; Waveform; Electronic engineering; Frequency modulation; Telecommunications; Engineering; Amplifier","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":[0.0001509735,0.0002524692,0.0001146372,0.00022001,0.0001051377,0.0001742945,0.0002347165,0.0002116945,0.0008294011],"category_scores_gemma":[0.0004690601,0.0001046689,0.0001179089,0.0002663466,0.0002811899,0.0003599924,0.0001901272,0.0003020332,0.0002459616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001642399,"about_ca_system_score_gemma":0.000110836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001283373,"about_ca_topic_score_gemma":0.0002711407,"domain_scores_codex":[0.9999032,0.00001551929,0.000004620573,0.00001851722,0.00004852686,0.0000095605],"domain_scores_gemma":[0.9997535,0.00009706914,0.00005071434,0.00003552675,0.00005109962,0.00001191206],"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":[0.0001221051,0.00002773234,0.0004141092,0.0001108158,0.00001352046,0.0001815222,0.0001378759,0.004746077,0.9175984,0.006437077,0.0004315127,0.06977922],"study_design_scores_gemma":[0.00001753726,0.0002147077,0.0007870354,0.000007875391,0.0000103557,0.0003509319,0.00003004471,0.06010791,0.928285,0.001137459,0.009032985,0.00001813614],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4481665,0.0009067318,0.5420081,0.0003160882,0.000188428,0.00008794093,0.0001289743,0.0007829992,0.00741422],"genre_scores_gemma":[0.7791173,0.000443929,0.2166153,0.0001022023,0.00004780139,0.00004767537,0.0001224681,0.00005874862,0.003444447],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0008294011,"threshold_uncertainty_score":0.002774596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02401525067656553,"score_gpt":0.2275161255698441,"score_spread":0.2035008748932786,"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."}}