{"id":"W2152268771","doi":"10.1109/lpt.2004.827426","title":"Passband Shaping of Grating-Based WDM Using Cylindrical Microlenses","year":2004,"lang":"en","type":"article","venue":"IEEE Photonics Technology Letters","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Microstructural Sciences","funders":"","keywords":"Optics; Grating; Multiplexer; Wavelength-division multiplexing; Passband; Flattening; Optical add-drop multiplexer; Channel spacing; Materials science; Demultiplexer; Wavelength; Physics; Multiplexing; Optical performance monitoring; Computer science; Telecommunications; Band-pass filter","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":[0.00009558268,0.0002332441,0.0003484233,0.0003159929,0.00006937148,0.00001599595,0.0003255307,0.0002959837,0.000007567745],"category_scores_gemma":[0.00002951926,0.0002400918,0.0001040644,0.0004669614,0.0003069176,0.00007068417,0.00002903866,0.0004477491,0.000008615843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001609552,"about_ca_system_score_gemma":0.00005202961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002413514,"about_ca_topic_score_gemma":0.00001781787,"domain_scores_codex":[0.9987257,0.000009039592,0.0004026539,0.0002598506,0.0001526769,0.0004501424],"domain_scores_gemma":[0.999432,0.00005193949,0.00007827357,0.0003452084,0.00003574058,0.0000568351],"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":[0.000007118405,0.00003211505,0.0002527934,0.00006344711,0.00004726988,0.00003623695,0.0000355304,0.1386274,0.8602241,0.0004624558,0.00001710514,0.0001944584],"study_design_scores_gemma":[0.0006547272,0.00004036882,0.00005883209,0.0001137872,0.00003883431,0.00002952032,0.00002630451,0.1306354,0.8673494,0.0005245132,0.0002722583,0.0002560625],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9711611,0.0005093957,0.02637009,0.0008175502,0.000282948,0.0001610613,0.00001681309,0.0005328124,0.0001482895],"genre_scores_gemma":[0.9839536,0.00003259958,0.01522344,0.000712376,0.00001575492,0.00001574258,0.000002467676,0.00004348652,5.637926e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01279253,"threshold_uncertainty_score":0.9790661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01632748889626643,"score_gpt":0.2314372292487114,"score_spread":0.215109740352445,"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."}}