{"id":"W4386128231","doi":"10.1109/pn58661.2023.10222980","title":"Real-time Optical Monitoring System Based on Frequency-to-Time Mapping Concept","year":2023,"lang":"en","type":"article","venue":"","topic":"Advanced Photonic Communication Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Waveform; Computer science; Time–frequency analysis; Key (lock); Fourier transform; Electronic engineering; Sampling (signal processing); Real-time computing; Telecommunications; Physics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004158383,0.0003786769,0.0004020143,0.0004835298,0.0002941015,0.0005473561,0.001109885,0.0006166171,0.001645737],"category_scores_gemma":[0.0005674679,0.0002116451,0.0001676596,0.0003574774,0.0003896157,0.001318788,0.0005765571,0.0005122059,0.0004074383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002568502,"about_ca_system_score_gemma":0.0002846444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001886324,"about_ca_topic_score_gemma":0.0002480576,"domain_scores_codex":[0.9996089,0.00006177281,0.00001740436,0.0001436255,0.0001352349,0.00003302202],"domain_scores_gemma":[0.9996355,0.00009670971,0.0001037854,0.00005628373,0.00007286866,0.00003498845],"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":[0.0002457557,0.000140513,0.0009481466,0.0001421252,0.00001855917,0.000157093,0.0001718465,0.001022673,0.9009777,0.005943533,0.001344191,0.08888786],"study_design_scores_gemma":[0.0001200838,0.001109755,0.002983429,0.00003631214,0.00006954297,0.002005592,0.00008748694,0.1201905,0.8522137,0.002985708,0.01806872,0.000129147],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2833187,0.001744247,0.7032701,0.0006464122,0.0004340299,0.0002516627,0.0002488695,0.003143757,0.00694222],"genre_scores_gemma":[0.7125441,0.0006294559,0.2811523,0.0003194509,0.0002134852,0.0002024403,0.0001098584,0.00005952256,0.004769476],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001645737,"threshold_uncertainty_score":0.005505562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01899883411668812,"score_gpt":0.2508897586195565,"score_spread":0.2318909245028684,"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."}}