{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001003614,0.0004594344,0.0002845223,0.0006354777,0.0005619397,0.002102684,0.001052988,0.001791606,0.007713933],"category_scores_gemma":[0.001237059,0.000360221,0.0003938407,0.0004790663,0.0006499329,0.003389508,0.0007521976,0.001903062,0.004089705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001161866,"about_ca_system_score_gemma":0.0009006771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006275098,"about_ca_topic_score_gemma":0.0005929235,"domain_scores_codex":[0.9994373,0.00008843939,0.00002106901,0.00008017005,0.0002977861,0.00007529277],"domain_scores_gemma":[0.999271,0.0001531141,0.00008630032,0.0001093439,0.0003239355,0.00005648923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00008124304,0.0001544898,0.0007782446,0.0006608638,0.0000296475,0.0003468451,0.0003782758,0.02470107,0.126807,0.604631,0.01858041,0.2228509],"study_design_scores_gemma":[0.00003560742,0.0006968002,0.001095254,0.0006287278,0.00004073167,0.001098834,0.0003365097,0.149777,0.07175753,0.1732299,0.601203,0.0001001401],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03593407,0.03636779,0.7991856,0.009666797,0.002503867,0.0002582399,0.0002691642,0.001323908,0.1144906],"genre_scores_gemma":[0.4286082,0.03859832,0.4404395,0.002641831,0.001827892,0.0004656767,0.0006732183,0.0002793156,0.08646617],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007713933,"threshold_uncertainty_score":0.02580571,"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."}}