{"id":"W3086465563","doi":"10.1364/cleo_at.2020.jw2c.3","title":"Downconversion-Free Real-time Spectral Analysis of High- Frequency Broadband Waveforms","year":2020,"lang":"en","type":"article","venue":"Conference on Lasers and Electro-Optics","topic":"Advanced Fiber Laser Technologies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institut National de la Recherche Scientifique","funders":"","keywords":"Broadband; Spectrogram; Waveform; Bandwidth (computing); Time–frequency analysis; Nanosecond; Computer science; Microwave; Spectral analysis; Electronic engineering; Physics; Optics; Telecommunications; Radar; Engineering; Laser; Spectroscopy; Speech recognition","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":[],"consensus_categories":[],"category_scores_codex":[0.00004591294,0.0002488798,0.0005179099,0.0001486719,0.00008682257,0.00004057999,0.0003468742,0.00008959516,0.00040771],"category_scores_gemma":[0.00001718795,0.0002116627,0.0001367174,0.0006083155,0.000179737,0.0001505004,0.00009764874,0.0002652737,0.00001888033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002462208,"about_ca_system_score_gemma":0.00006823748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001724869,"about_ca_topic_score_gemma":0.000008158848,"domain_scores_codex":[0.9987392,0.00001653648,0.0002848305,0.0003913152,0.0001854852,0.0003826128],"domain_scores_gemma":[0.9991023,0.00005616909,0.000177087,0.0004279245,0.00009130925,0.0001452108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000250024,0.0002144928,0.01656439,0.00005391864,0.002021234,0.00001661873,0.0005870566,0.0005425187,0.1142461,0.8530729,0.001171954,0.01125876],"study_design_scores_gemma":[0.004594794,0.003468047,0.0101236,0.0001064739,0.003045515,0.000001790203,0.002398466,0.0833763,0.5619946,0.3286294,0.0002396453,0.002021449],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831659,0.00001690156,0.004106102,0.001502726,0.0000265568,0.0001559345,0.0002049464,0.0001089155,0.01071207],"genre_scores_gemma":[0.9967446,0.0001270509,0.002668389,0.00007675614,0.00005438875,0.000006943145,0.0001151544,0.00001619943,0.0001905267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5244436,"threshold_uncertainty_score":0.8631356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0106605562078086,"score_gpt":0.2204458068301392,"score_spread":0.2097852506223306,"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."}}