{"id":"W2970893973","doi":"10.1109/pn.2019.8819584","title":"Silicon Photonics for Coherent Optical Transmissions (Invited paper)","year":2019,"lang":"en","type":"article","venue":"","topic":"Optical Network Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Huawei Technologies (Canada); Université Laval","funders":"","keywords":"Photonics; Silicon photonics; Silicon; Computer science; Optoelectronics; Telecommunications; Materials science","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":[0.00004527163,0.0001247337,0.0001632171,0.0000326898,0.00002038381,0.00001895817,0.0001513521,0.000169315,0.0004667955],"category_scores_gemma":[0.0000254835,0.0001008084,0.00007547061,0.0001076367,0.00002846208,0.0000606334,0.00001976292,0.000151357,0.0001267164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003228512,"about_ca_system_score_gemma":0.000004394645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.628604e-7,"about_ca_topic_score_gemma":0.000003927577,"domain_scores_codex":[0.9993144,0.000002663781,0.0001563819,0.0001487284,0.00008119598,0.0002966803],"domain_scores_gemma":[0.9994892,0.0001622107,0.000005346433,0.0002537538,0.0000175282,0.00007199682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009923728,0.0003043559,0.0009208641,0.0006520661,0.0003007743,0.00000721643,0.0001441535,0.09110294,0.4737137,0.2546289,0.05521401,0.1229118],"study_design_scores_gemma":[0.000714746,0.0001662684,0.0003460827,0.00003735665,0.00002361954,0.000002428812,0.00009723838,0.8419582,0.03858811,0.00173439,0.1160086,0.0003229198],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9441051,0.0003143675,0.0176708,0.001808125,0.0004071202,0.0011272,0.00001045006,0.003205705,0.0313511],"genre_scores_gemma":[0.9456462,0.00008388516,0.05351041,0.000227623,0.00001831471,0.00007858504,0.000009341613,0.0000418126,0.0003838547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7508553,"threshold_uncertainty_score":0.5111083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007427366894218875,"score_gpt":0.2051566494092598,"score_spread":0.197729282515041,"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."}}