{"id":"W4394957427","doi":"10.26636/jtit.2003.1.161","title":"Modulator structures for radio-on-fiber applications","year":2003,"lang":"en","type":"article","venue":"Journal of Telecommunications and Information Technology","topic":"Advanced Photonic Communication Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Radio over fiber; Computer science; Materials science; Optoelectronics; Telecommunications; Optical fiber","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002127068,0.00009304379,0.0001717618,0.0004747475,0.0001564964,0.0000287091,0.0004010953,0.0001115707,0.00001901884],"category_scores_gemma":[0.0001095459,0.000086725,0.00004719114,0.000305562,0.00006652169,0.0005701215,0.00002507581,0.0002598691,0.00001042007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006708962,"about_ca_system_score_gemma":0.00003144389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":2.801572e-7,"about_ca_topic_score_gemma":4.669455e-7,"domain_scores_codex":[0.9991817,0.00002013827,0.0005835604,0.00003541023,0.00007204693,0.0001071264],"domain_scores_gemma":[0.9986727,0.0001322256,0.0002752365,0.0006262013,0.000252119,0.00004150064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001124394,0.0000425967,0.0001108676,0.00006244955,0.0001262573,4.901076e-8,0.0002603526,0.01933934,0.0004933125,0.7803091,0.002289078,0.1969554],"study_design_scores_gemma":[0.000502628,0.00006366638,0.0001135702,0.00001618437,0.00001242667,0.0001061364,0.0003707082,0.002796534,0.002835812,0.02233964,0.9707333,0.0001093804],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03659741,0.01186697,0.9195418,0.002413047,0.0003535187,0.002152307,0.00007909603,0.0005804835,0.0264154],"genre_scores_gemma":[0.8442292,0.002306702,0.1531389,0.00006710801,0.00001458234,0.0001942137,0.00001137648,0.00001425905,0.00002363558],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9684442,"threshold_uncertainty_score":0.3536543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007004796469558316,"score_gpt":0.2371183377681128,"score_spread":0.2301135412985545,"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."}}