{"id":"W1967874718","doi":"10.1109/ipcon.2015.7323674","title":"Recovering symmetry in optical digital coherent polarization diversity receiver","year":2015,"lang":"en","type":"article","venue":"","topic":"Optical Network Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Polarization (electrochemistry); Computer science; Modulation (music); Optics; Detector; Physics; Electronic engineering; Engineering; Acoustics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007678274,0.0002803641,0.0003486117,0.0004820734,0.0003635582,0.0007838719,0.0007165467,0.0005887086,0.0006756551],"category_scores_gemma":[0.001535395,0.0002868005,0.0003325152,0.0003375027,0.0007582114,0.0009634281,0.0009120461,0.0007269239,0.0003786244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003358736,"about_ca_system_score_gemma":0.0005288782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000211489,"about_ca_topic_score_gemma":0.0002976683,"domain_scores_codex":[0.999272,0.0001677879,0.00002974302,0.00007711176,0.0003739303,0.00007936215],"domain_scores_gemma":[0.9994137,0.0001857685,0.000096016,0.0001546486,0.0001098422,0.00004002753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005802237,0.0001513478,0.001504496,0.0001366772,0.00006637962,0.0002943594,0.0002739833,0.04995036,0.6061292,0.1542462,0.0006730536,0.1859939],"study_design_scores_gemma":[0.0001405156,0.0004078399,0.0008599166,0.00002793944,0.00004894382,0.0008387159,0.00006976915,0.4879255,0.4782371,0.02653068,0.004815964,0.0000970536],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2075789,0.000529246,0.7865927,0.000332189,0.00007390494,0.00005918449,0.00005831055,0.0002913637,0.004484298],"genre_scores_gemma":[0.7492182,0.0002882146,0.2470953,0.0001132664,0.00006718766,0.00004527034,0.0000531225,0.00004090502,0.003078517],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0007838719,"threshold_uncertainty_score":0.004060686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01977562697212346,"score_gpt":0.1972352504463926,"score_spread":0.1774596234742692,"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."}}