{"id":"W4293057295","doi":"10.1109/jlt.2022.3201776","title":"Microwave Photonic Systems","year":2022,"lang":"en","type":"article","venue":"Journal of Lightwave Technology","topic":"Advanced Photonic Communication Systems","field":"Engineering","cited_by":146,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Photonics; Microwave; Phase noise; Waveform; Microwave engineering; Optics; Optoelectronics; Materials science; Physics; Computer science; Telecommunications; Radar","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":[0.0003279655,0.0007900124,0.0005883401,0.0009597679,0.001063305,0.002445383,0.0009488274,0.001529005,0.03049218],"category_scores_gemma":[0.0006300068,0.0003186289,0.0002928067,0.0009086572,0.0007615239,0.001828767,0.001680965,0.001660794,0.01578959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009640846,"about_ca_system_score_gemma":0.0006228306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003572711,"about_ca_topic_score_gemma":0.0004057813,"domain_scores_codex":[0.9994231,0.0000713501,0.00002493228,0.0001105911,0.0003064052,0.00006365424],"domain_scores_gemma":[0.9997815,0.00003914416,0.0000283473,0.00003794177,0.00009024583,0.00002277543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000079063,0.00006544896,0.0002422127,0.001951108,0.00005203223,0.000457158,0.0002422752,0.00123177,0.04476598,0.3947045,0.152654,0.4035545],"study_design_scores_gemma":[0.000006093144,0.00003896918,0.00008594821,0.0001372218,0.000007901939,0.0003820795,0.00002744671,0.0003529916,0.005380816,0.01405038,0.9795192,0.00001100611],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.006087251,0.3408419,0.06534363,0.00715321,0.01639259,0.0002922212,0.0006162311,0.001278027,0.561995],"genre_scores_gemma":[0.1125947,0.3059393,0.06913522,0.008898325,0.006909123,0.0006889167,0.001268854,0.0002966192,0.494269],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.03049218,"threshold_uncertainty_score":0.1020066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008685711089940436,"score_gpt":0.2165384222283097,"score_spread":0.2078527111383693,"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."}}