{"id":"W4392603544","doi":"10.1002/9781394205318.ch4","title":"Photonic‐Assisted Microwave Signal Processing","year":2024,"lang":"en","type":"other","venue":"","topic":"Advanced Photonic Communication Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Microwave; Signal processing; SIGNAL (programming language); Computer science; Physics; Telecommunications; Radar","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000615637,0.0003034919,0.0003129026,0.0002170524,0.00001537766,0.0000699048,0.0003341779,0.0002608839,0.003953718],"category_scores_gemma":[0.000001641329,0.0002906375,0.00008492266,0.0002290811,0.00003398025,0.0000309041,0.00007353446,0.0003789924,0.002748793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001353142,"about_ca_system_score_gemma":0.00004131581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002873675,"about_ca_topic_score_gemma":0.0001641415,"domain_scores_codex":[0.9990881,0.00001576498,0.0002687717,0.0002525929,0.0001507205,0.0002240693],"domain_scores_gemma":[0.9992602,0.00001507874,0.00005695299,0.0005883413,0.00001731242,0.00006208308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[9.578473e-7,0.000008891582,4.13467e-7,0.001194823,0.0001271066,0.00001069364,0.0001220917,0.00006779176,0.006426116,0.0001375384,0.9607364,0.03116718],"study_design_scores_gemma":[0.00008641456,0.000003209333,3.497002e-7,0.0008558327,0.00002589569,0.00002758038,0.00005484952,0.00731428,0.001559583,0.00007188845,0.9896623,0.0003377675],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[8.569593e-7,0.02860908,0.01623563,0.00001183569,0.0003053966,0.0002911342,0.00002253359,0.003450016,0.9510735],"genre_scores_gemma":[0.008708324,0.0002289408,0.009791058,0.00002709554,0.0001519022,0.000101816,0.00003574077,0.001531484,0.9794236],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03082941,"threshold_uncertainty_score":0.9999546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01837368264655461,"score_gpt":0.2578473808583343,"score_spread":0.2394736982117797,"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."}}