{"id":"W4408602443","doi":"10.1117/12.3041397","title":"Overview of the nonlinear photonics platforms at the telecom C-band","year":2025,"lang":"en","type":"article","venue":"","topic":"Advanced Photonic Communication Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Photonics; Telecommunications; Nonlinear optics; Computer science; Nonlinear system; Optoelectronics; Physics","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":[0.0001454254,0.0000870646,0.0001321586,0.00001920085,0.00009058797,0.000008360388,0.0005357843,0.00004074555,0.0001734637],"category_scores_gemma":[0.00002002961,0.00004430322,0.00007627583,0.0002926119,0.00005042748,0.00003916953,0.0001619335,0.0001435045,0.00001953561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000101103,"about_ca_system_score_gemma":0.00003191819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002789021,"about_ca_topic_score_gemma":0.0004147193,"domain_scores_codex":[0.9994525,0.00001158889,0.0002488863,0.00006912553,0.0001069454,0.0001109533],"domain_scores_gemma":[0.998697,0.0001631567,0.0000402306,0.001055591,0.00003067204,0.00001328084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001319925,0.0004244682,0.0284974,0.004414659,0.002287708,0.000002758287,0.007922003,0.4683309,0.1513711,0.1515391,0.1023558,0.08272203],"study_design_scores_gemma":[0.0003689211,0.000005544649,0.001408931,0.0001368215,0.00001954409,0.000004820093,0.0001990341,0.07194583,0.1696299,0.0008525449,0.7553103,0.0001178711],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6608253,0.02436493,0.003213827,0.0007448199,0.001089757,0.001262282,0.00004045572,0.0003473602,0.3081113],"genre_scores_gemma":[0.9871215,0.001383312,0.0009178364,0.0002712609,0.000009337264,0.00004605673,0.000004206689,0.00002098139,0.01022546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6529545,"threshold_uncertainty_score":0.1899306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02013221655549452,"score_gpt":0.271566113104216,"score_spread":0.2514338965487214,"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."}}