{"id":"W2125305396","doi":"10.1109/ccece.2004.1347673","title":"Characteristics of directly modulated ROF link for wireless access","year":2004,"lang":"en","type":"article","venue":"","topic":"Advanced Power Amplifier Design","field":"Engineering","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; University of Calgary","funders":"","keywords":"Computer science; Wireless; Link (geometry); Computer network; Telecommunications","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":[0.00004627075,0.0001249102,0.0002137365,0.00005603843,0.00001485858,0.00001729676,0.0001887098,0.00007311219,0.00002242212],"category_scores_gemma":[0.00001809835,0.000124778,0.00004789166,0.0001327544,0.00001990613,0.0001644192,0.00002066323,0.00006817506,0.000007766835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004703596,"about_ca_system_score_gemma":0.00001445926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001098382,"about_ca_topic_score_gemma":0.000003662859,"domain_scores_codex":[0.9993548,0.000003458181,0.00024531,0.0001210579,0.00007753598,0.0001978025],"domain_scores_gemma":[0.9995826,0.00004856194,0.00003604856,0.0002077364,0.00007250937,0.00005248734],"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":[0.0001482114,0.0001722986,0.001360264,0.001267437,0.0003595983,0.0000159559,0.000826007,0.3687494,0.4654525,0.01415323,0.001235187,0.1462599],"study_design_scores_gemma":[0.001868871,0.0001062834,0.0100523,0.000135765,0.00005420576,0.000005875139,0.00001560603,0.07820824,0.8957054,0.00891474,0.004228558,0.0007041409],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2045667,0.00003585885,0.792677,0.0000337514,0.0003065638,0.0002466439,0.00003466094,0.0003345324,0.001764328],"genre_scores_gemma":[0.9890693,0.00003715622,0.01047726,0.00002765905,0.00007329976,0.00002772296,0.00002348098,0.00004884144,0.0002152586],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7845027,"threshold_uncertainty_score":0.5088299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01961247036113298,"score_gpt":0.2621915975735233,"score_spread":0.2425791272123904,"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."}}