{"id":"W4403579956","doi":"10.48550/arxiv.2410.13628","title":"Ultrafast pulse propagation time-domain dynamics in dispersive one-dimensional photonic waveguides","year":2024,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Optical Network Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Türkiye Bilimsel ve Teknolojik Araştırma Kurumu","keywords":"Ultrashort pulse; Time domain; Pulse (music); Photonics; Optics; Dynamics (music); Physics; Domain (mathematical analysis); Materials science; Optoelectronics; Computer science; Mathematics; Acoustics; Laser; Mathematical analysis","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":[0.0001361875,0.0001588254,0.00008615875,0.0001000338,0.00009164472,0.0002269436,0.000225906,0.0001962369,0.0003390939],"category_scores_gemma":[0.0001944527,0.0001519306,0.0001078438,0.0001279895,0.0002758679,0.0002781702,0.0001362026,0.0002107775,0.00009217733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004286598,"about_ca_system_score_gemma":0.0002116346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009739627,"about_ca_topic_score_gemma":0.001581971,"domain_scores_codex":[0.9999573,0.000005863023,0.000001783604,0.00001224717,0.0000165013,0.000006360822],"domain_scores_gemma":[0.9999053,0.00004048143,0.00003421763,0.000007975615,0.000006843135,0.000005193734],"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":[0.00007639281,0.00006291397,0.001225806,0.00008925928,0.00001517083,0.0001198744,0.0001420744,0.1233761,0.8502541,0.009157539,0.0001771718,0.01530357],"study_design_scores_gemma":[0.000009911756,0.00005330869,0.0008543507,0.000006194614,0.000004655876,0.00005003993,0.00001544429,0.8014644,0.1953055,0.001387517,0.0008378313,0.0000109459],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.827757,0.0002021145,0.1691011,0.0001145808,0.00001191556,0.00001568512,0.0001091608,0.0002990539,0.0023893],"genre_scores_gemma":[0.9400787,0.0002252156,0.05790162,0.00001864995,0.000004512738,0.00002006079,0.00006390951,0.00002562073,0.001661771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009739627,"threshold_uncertainty_score":0.00311017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02035513200882212,"score_gpt":0.1616839953842436,"score_spread":0.1413288633754214,"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."}}