{"id":"W4411640082","doi":"10.1109/jlt.2025.3583258","title":"Improved NPIN Junctions for 100 GHz InP Mach-Zehnder Modulators","year":2025,"lang":"en","type":"article","venue":"Journal of Lightwave Technology","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ciena (Canada); University of Ottawa","funders":"Mitacs","keywords":"Mach–Zehnder interferometer; Optoelectronics; Integrated optics; Optics; Materials science; Optical communication; Physics; Telecommunications; Interferometry; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003116645,0.0003430543,0.0002842642,0.0001162679,0.000195886,0.0003818732,0.0005540293,0.0003834811,0.0003405517],"category_scores_gemma":[0.0005586575,0.0002010312,0.000154908,0.0001351076,0.0001465877,0.0005042297,0.0001769674,0.0003331508,0.0001695399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005033797,"about_ca_system_score_gemma":0.000160828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005899143,"about_ca_topic_score_gemma":0.001431525,"domain_scores_codex":[0.9997857,0.00003362598,0.0000144308,0.0000377348,0.0001101122,0.00001837119],"domain_scores_gemma":[0.9997986,0.00005615554,0.00007452473,0.00002728421,0.00003470329,0.000008795797],"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":[0.00008295355,0.00005341739,0.000859173,0.00009570605,0.00001323364,0.00009409474,0.00005038787,0.007569694,0.9855951,0.001481986,0.0001371794,0.003967047],"study_design_scores_gemma":[0.00002109472,0.0003329169,0.002556314,0.00001291605,0.00004550545,0.000201727,0.00001967443,0.1021819,0.8896376,0.0003409171,0.004630258,0.00001907893],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9230387,0.001280183,0.07189496,0.0001438248,0.0001078446,0.00007044906,0.0001516241,0.000378261,0.002934241],"genre_scores_gemma":[0.9778873,0.0003478094,0.02056449,0.0000191431,0.00001254852,0.00003575791,0.00005693193,0.00003703268,0.001038899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005899143,"threshold_uncertainty_score":0.003652275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006664755638588248,"score_gpt":0.2401332590314694,"score_spread":0.2334685033928811,"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."}}