{"id":"W2332046877","doi":"10.1364/ofc.2016.th3h.2","title":"Fiber-optics Reconfigurable Arbitrary (Complex) Picosecond Pulse Shaping/Coding by Time-domain Amplitude-only Spectrum Modulation","year":2016,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Optical Network Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Pulse shaping; Optics; Time domain; Coding (social sciences); Computer science; Picosecond; Ultrashort pulse; Optical fiber; Physics; Modulation (music); Pulse-amplitude modulation; Electronic engineering; Pulse (music); Engineering; Mathematics; Acoustics; Laser","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003447998,0.0003910843,0.0004382263,0.0001187991,0.0002087273,0.0002339807,0.001108629,0.000345614,0.006332933],"category_scores_gemma":[0.0001759115,0.0003493708,0.0001010073,0.0002934121,0.0003928444,0.0005590297,0.000239223,0.0005519232,0.002274752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002060888,"about_ca_system_score_gemma":0.00004767457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006968097,"about_ca_topic_score_gemma":0.00001210463,"domain_scores_codex":[0.9978151,0.00009849398,0.0006789815,0.0004435411,0.0002861785,0.0006776589],"domain_scores_gemma":[0.9971654,0.0008236794,0.0001009751,0.001587966,0.0001222791,0.0001996454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006619963,0.0002604375,0.0002405695,0.0001362086,0.0002429934,0.000007039997,0.0001444028,0.0008711586,0.1335298,0.5250713,0.01225032,0.3271796],"study_design_scores_gemma":[0.003942421,0.0005863126,0.009741997,0.00169854,0.0001811735,0.0001361225,0.0001954069,0.4399161,0.04836826,0.3413716,0.14905,0.004812097],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3633741,0.000892358,0.06555592,0.01607181,0.0002190043,0.001275241,0.0001911158,0.004141792,0.5482786],"genre_scores_gemma":[0.925671,0.0005526824,0.0709589,0.00009667774,0.00005000303,0.00005453512,0.0001188114,0.00007635975,0.002421032],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5622969,"threshold_uncertainty_score":0.9998958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03469681337253668,"score_gpt":0.2416393769973973,"score_spread":0.2069425636248606,"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."}}