{"id":"W3204701723","doi":"10.1109/cleo/europe-eqec52157.2021.9541901","title":"High Efficiency Raman Soliton Generation in Passive Silica Fiber","year":2021,"lang":"en","type":"article","venue":"","topic":"Photonic Crystal and Fiber Optics","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Materials science; Fiber laser; Femtosecond; Optoelectronics; Optics; Fiber; Laser; Dispersion-shifted fiber; Optical fiber; Thulium; Dispersion (optics); Energy conversion efficiency; Photonic-crystal fiber; Zero-dispersion wavelength; Amplifier; Wavelength; Doping; Fiber optic sensor; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.00002640503,0.00007521885,0.00008967525,0.00002853806,0.00001528504,0.00002442784,0.00004203906,0.00005405575,0.0007265769],"category_scores_gemma":[0.000009171956,0.00007210593,0.00002578986,0.000151179,0.000008992195,0.00005245979,0.00002081778,0.00008761036,0.0000951151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005354996,"about_ca_system_score_gemma":0.00001709735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001299516,"about_ca_topic_score_gemma":0.0001279921,"domain_scores_codex":[0.9995105,0.000007250017,0.0001343913,0.0001159299,0.00007443043,0.0001575164],"domain_scores_gemma":[0.9997915,0.00001333917,0.000006733438,0.0001309827,0.00002226676,0.00003518837],"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":[0.00000521086,0.0001895123,0.00009622823,0.00008828207,0.00003628326,0.0001686442,0.001114269,0.3736136,0.5884277,0.008777068,0.01303362,0.01444955],"study_design_scores_gemma":[0.0006129817,0.00003217452,0.001032611,0.0000152567,0.000009830076,0.0000199353,0.0001429793,0.6302873,0.3375504,0.0005100119,0.02941422,0.0003723081],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800478,0.0001298636,0.001111358,0.0001158967,0.0002384863,0.00006580776,0.00000484014,0.0001070554,0.01817889],"genre_scores_gemma":[0.9967867,0.00003333273,0.0009981744,0.00004799444,0.00008462888,0.000005336353,0.00004138334,0.00001149384,0.001990914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2566737,"threshold_uncertainty_score":0.7955508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00827190879845324,"score_gpt":0.195445490235969,"score_spread":0.1871735814375158,"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."}}