{"id":"W4409911322","doi":"10.20944/preprints202504.2204.v1","title":"Recent Advances in C-Band High-Power and High-Speed Radio Frequency Photodiodes: Review, Theory and Applications","year":2025,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Advanced Photonic Communication Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fonds de recherche du Québec – Nature et technologies","keywords":"Photodiode; Radio frequency; Power (physics); Physics; Electrical engineering; Optoelectronics; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008046611,0.0008278145,0.0008148976,0.00168614,0.000256846,0.001052788,0.0007247529,0.00104473,0.001920003],"category_scores_gemma":[0.0008326715,0.0004736405,0.0005645625,0.002527489,0.000452193,0.001943597,0.000605586,0.001220066,0.001092224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004982433,"about_ca_system_score_gemma":0.0007226625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000296817,"about_ca_topic_score_gemma":0.0003368187,"domain_scores_codex":[0.9997074,0.00004023542,0.00003542355,0.00008843823,0.0001031683,0.00002535771],"domain_scores_gemma":[0.999342,0.0003580611,0.00007692612,0.00002930523,0.000160705,0.00003290571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001628005,0.0001620161,0.0008245803,0.02728826,0.0001546238,0.0002605674,0.0001564608,0.002050918,0.02403082,0.01963478,0.01107143,0.9142027],"study_design_scores_gemma":[0.00002260313,0.0004364034,0.001637203,0.001811082,0.0002881041,0.00212818,0.0001755327,0.001718652,0.01763777,0.009921527,0.964146,0.0000769278],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001028254,0.9933252,0.003178719,0.0002611533,0.0002450998,0.000007744272,0.00002044481,0.00001958444,0.001913775],"genre_scores_gemma":[0.007054717,0.9873947,0.003399736,0.0003537886,0.0005775746,0.00001906304,0.00006120701,0.000008180687,0.001131085],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001920003,"threshold_uncertainty_score":0.006423116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0343907241548358,"score_gpt":0.3231422087393744,"score_spread":0.2887514845845386,"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."}}