{"id":"W4391087136","doi":"10.23919/ofc49934.2023.10117291","title":"Promising DSP Techniques to Increase Long Haul Transmission Capacity","year":2023,"lang":"en","type":"article","venue":"","topic":"Optical Network Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Infineon Technologies (Canada)","funders":"","keywords":"Digital signal processing; Transceiver; Computer science; Transmission (telecommunications); Electronic engineering; Telecommunications; Computer hardware; Engineering; Wireless","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":[0.0004247708,0.0005545608,0.0001868285,0.0005229468,0.0003366112,0.0006850525,0.0006407202,0.0004925961,0.008366358],"category_scores_gemma":[0.001142221,0.0001347583,0.0001475847,0.0004324012,0.0004211015,0.001548612,0.0005248782,0.00099838,0.001569494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002851325,"about_ca_system_score_gemma":0.0002197184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001221026,"about_ca_topic_score_gemma":0.0002946505,"domain_scores_codex":[0.9998332,0.00003227523,0.000007668132,0.00002434121,0.00007726067,0.00002532293],"domain_scores_gemma":[0.9994726,0.0002911868,0.00004910231,0.00004244797,0.0001132112,0.00003157686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002367217,0.0001683866,0.0002107431,0.0007511717,0.00003079971,0.0002015312,0.0001210456,0.01736425,0.504267,0.0802555,0.003201097,0.3931919],"study_design_scores_gemma":[0.0001534861,0.001485682,0.0008692237,0.0003524617,0.00007972919,0.001586978,0.0001826254,0.2579157,0.5861062,0.06958953,0.08160105,0.00007741427],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.04833408,0.01398627,0.8801988,0.001088437,0.0003529724,0.000116857,0.0001110355,0.00121955,0.05459199],"genre_scores_gemma":[0.624146,0.01165664,0.3382515,0.0006651788,0.0004108658,0.000121822,0.0001555037,0.0002019421,0.0243905],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.008366358,"threshold_uncertainty_score":0.0279882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01624763928392729,"score_gpt":0.2296550954755071,"score_spread":0.2134074561915799,"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."}}