{"id":"W7045059461","doi":"","title":"Advanced technologies for next generation optical transceivers in long haul transport links and short reach interconnects","year":2015,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"X-ray Diffraction in Crystallography","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Alexandria University; McGill University","keywords":"Digital signal processing; Transceiver; Phase noise; Polarization mode dispersion; Optical communication; Photonics; Optical communications repeater; Optical performance monitoring; Signal processing","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001307309,0.0007789788,0.0009343722,0.0008677113,0.0004974619,0.0001510671,0.0006606386,0.001988957,0.00004954111],"category_scores_gemma":[0.0006528429,0.0008402638,0.0002869048,0.0005546991,0.0002004717,0.001826344,0.00003104547,0.001661004,0.00001472218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005315027,"about_ca_system_score_gemma":0.00008611675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007027417,"about_ca_topic_score_gemma":0.004310551,"domain_scores_codex":[0.995663,0.0001461468,0.001120581,0.001572319,0.0007086874,0.0007892952],"domain_scores_gemma":[0.9980556,0.0002358063,0.000317951,0.0006426089,0.0005141331,0.0002339143],"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":[0.0005498588,0.0001651983,0.00007448529,0.0003839758,0.00004892391,0.00005079534,0.00004395613,0.0001609132,0.9050313,0.003909512,0.000003776985,0.08957731],"study_design_scores_gemma":[0.003169544,0.0008729565,0.003221066,0.001048195,0.0004353804,0.00006787079,0.005132693,0.0002265494,0.96054,0.01410764,0.008841113,0.002337008],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910386,0.0005451399,0.00001300979,0.0000417028,0.001682362,0.001728352,0.0006146205,0.0005897944,0.003746461],"genre_scores_gemma":[0.9924062,0.0003869427,0.004147526,0.00005859061,0.00004489495,0.0007068521,0.001770294,0.0001573979,0.0003213198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0872403,"threshold_uncertainty_score":0.9994048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03422562512416292,"score_gpt":0.2794776686442589,"score_spread":0.245252043520096,"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."}}