{"id":"W1977951700","doi":"10.1364/ofc.2013.om2b.2","title":"Experimental Validation of Digital Filter Back-propagation to Suppress SOA-induced Nonlinearities in 16-QAM","year":2013,"lang":"en","type":"article","venue":"","topic":"Optical Network Technologies","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"QAM; Quadrature amplitude modulation; Electronic engineering; Computer science; Optical filter; Scheme (mathematics); Digital filter; Filter (signal processing); SIGNAL (programming language); Bandwidth (computing); Telecommunications; Physics; Engineering; Optics; Bit error rate; Mathematics","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":[0.0006889878,0.0004334552,0.0002036816,0.0001881155,0.0003962551,0.0003319311,0.0006656776,0.0004544604,0.001663054],"category_scores_gemma":[0.001574505,0.0001536614,0.0001556098,0.0002004847,0.0005267462,0.0004328873,0.0003380144,0.0003090306,0.0001784252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006464059,"about_ca_system_score_gemma":0.0006909625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002584525,"about_ca_topic_score_gemma":0.003943307,"domain_scores_codex":[0.9997609,0.00003791198,0.00001029295,0.00001971129,0.0001342867,0.0000369419],"domain_scores_gemma":[0.9991589,0.0004878531,0.00009906838,0.00008818074,0.0001290903,0.0000369423],"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":[0.0016038,0.0008342654,0.004962905,0.000280631,0.00007661507,0.0002697138,0.0002408967,0.1249125,0.8296803,0.009599686,0.0005154051,0.02702334],"study_design_scores_gemma":[0.0001701774,0.0005688887,0.001465939,0.0000138551,0.00001776717,0.0000728595,0.0000198775,0.3180255,0.6781235,0.0005830289,0.0009166058,0.00002188413],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9653177,0.0001057168,0.03121358,0.0002123416,0.00003475743,0.00006077698,0.00009761992,0.0002738601,0.002683607],"genre_scores_gemma":[0.979453,0.00005735513,0.01965278,0.00002347725,0.000005176351,0.00002220622,0.00003221236,0.00001759353,0.0007362707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002584525,"threshold_uncertainty_score":0.005563498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01747379516139433,"score_gpt":0.2301421779504677,"score_spread":0.2126683827890734,"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."}}