{"id":"W3165574484","doi":"10.1109/jlt.2021.3082154","title":"Microwave Photonic Link With Improved Dynamic Range for Long-Haul Multi-Octave Applications","year":2021,"lang":"en","type":"article","venue":"Journal of Lightwave Technology","topic":"Advanced Photonic Communication Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Fundamental Research Funds for the Central Universities; National Natural Science Foundation of China","keywords":"Intermodulation; Physics; Computer science; Telecommunications; Amplifier; Bandwidth (computing)","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":[0.0001807051,0.0002122418,0.0004748231,0.0003518713,0.0000817653,0.00002417679,0.0005231884,0.0002737224,0.00002045227],"category_scores_gemma":[0.00005221755,0.0001904316,0.000142292,0.0005702693,0.00009885789,0.000115706,0.00007465569,0.0005981461,0.00001167016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002822593,"about_ca_system_score_gemma":0.0001422327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.801819e-7,"about_ca_topic_score_gemma":0.0001594514,"domain_scores_codex":[0.9986902,0.00002305938,0.0006759227,0.0001900065,0.0001171809,0.0003036697],"domain_scores_gemma":[0.9979768,0.0001390617,0.0003715075,0.0008217137,0.0006129187,0.00007798059],"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":[0.00009628281,0.0002168124,0.0005931082,0.0003101561,0.0007691959,0.0000990501,0.000330829,0.001400429,0.9543964,0.001235849,0.0001876668,0.04036424],"study_design_scores_gemma":[0.007127502,0.0005172688,0.0004380165,0.0003775343,0.0002753552,0.005526583,0.001010504,0.05052491,0.7510414,0.0028082,0.1794868,0.0008660259],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03271763,0.009825655,0.9542692,0.001385794,0.0002447578,0.0008816527,0.00002682123,0.0003217641,0.0003266841],"genre_scores_gemma":[0.841956,0.0005918748,0.1567292,0.00003795181,0.00005998341,0.0002310367,0.00001148901,0.00007426285,0.0003082319],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8092384,"threshold_uncertainty_score":0.7765576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00935758361332876,"score_gpt":0.2542694685754586,"score_spread":0.2449118849621298,"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."}}