{"id":"W2023338514","doi":"10.1016/j.optcom.2011.02.079","title":"Linear self-referenced complex-field characterization of fast optical signals using photonic differentiation","year":2011,"lang":"en","type":"article","venue":"Optics Communications","topic":"Advanced Fiber Laser Technologies","field":"Physics and Astronomy","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Optics; Characterization (materials science); Field (mathematics); Photonics; Physics; 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":[0.000326959,0.0002734342,0.0001266825,0.0004140044,0.0001766897,0.0004421626,0.0003102755,0.0002472258,0.001246981],"category_scores_gemma":[0.000769996,0.0001216764,0.00006941584,0.0003384349,0.000413004,0.0007779225,0.0002825441,0.0003119251,0.0002268039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003735639,"about_ca_system_score_gemma":0.0002677832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003438983,"about_ca_topic_score_gemma":0.0008589558,"domain_scores_codex":[0.9998156,0.00003546261,0.000006671099,0.00003287327,0.00009098346,0.00001847311],"domain_scores_gemma":[0.9993764,0.0003025942,0.0001040305,0.00007344172,0.0001134151,0.00003024235],"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":[0.0002214723,0.00005140031,0.001577373,0.00004162468,0.000008119675,0.00006021065,0.00013286,0.002124533,0.9712445,0.00372923,0.0001368376,0.02067184],"study_design_scores_gemma":[0.00002167407,0.0001342956,0.003808972,0.000008487038,0.000009147816,0.000299571,0.00004427104,0.05947165,0.9339294,0.001279422,0.0009696219,0.00002356124],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8805605,0.0002467307,0.1150375,0.0001084772,0.00002480371,0.00002926732,0.0001126967,0.0001712893,0.003708926],"genre_scores_gemma":[0.9698778,0.000152021,0.02812713,0.00003348548,0.0000116614,0.00001496701,0.00006847084,0.00002424216,0.001690146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001246981,"threshold_uncertainty_score":0.00417161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08329616859453078,"score_gpt":0.3006372307377367,"score_spread":0.217341062143206,"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."}}