{"id":"W1971714150","doi":"10.1364/ol.37.003129","title":"Rayleigh scattering-assisted narrow linewidth Brillouin lasing in cascaded fiber","year":2012,"lang":"en","type":"article","venue":"Optics Letters","topic":"Random lasers and scattering media","field":"Physics and Astronomy","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Laser linewidth; Brillouin scattering; Lasing threshold; Optics; Rayleigh scattering; Brillouin zone; Materials science; Optical fiber; Fiber; Raman scattering; Optoelectronics; Physics; Raman spectroscopy; Laser","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000134377,0.0003587127,0.0002012397,0.0002920111,0.0004981991,0.0002405158,0.0003673501,0.0002095084,0.0006291677],"category_scores_gemma":[0.0002519402,0.0001931573,0.0001625669,0.0001963674,0.0006265201,0.000467216,0.0004375951,0.0002532247,0.0001050893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004644779,"about_ca_system_score_gemma":0.0002124996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001905255,"about_ca_topic_score_gemma":0.002347395,"domain_scores_codex":[0.9998007,0.00001585258,0.000006905765,0.00004835337,0.00008344744,0.00004475236],"domain_scores_gemma":[0.9997332,0.00007715471,0.00008725832,0.00002293221,0.0000339178,0.00004559779],"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":[0.00008175315,0.00001929441,0.0009800784,0.00002446602,0.000004684717,0.0002125387,0.0001564128,0.0007031873,0.9955059,0.00045836,0.00004638392,0.001807015],"study_design_scores_gemma":[0.00003984446,0.0003608131,0.006526037,0.000006832497,0.00001392788,0.000351117,0.00006293158,0.02238989,0.9691255,0.000315038,0.0007827649,0.00002512602],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973875,0.00007481443,0.001778722,0.00001617437,0.000004753202,0.000006470393,0.00001205784,0.00002990932,0.0006897811],"genre_scores_gemma":[0.9984654,0.00004525738,0.0012314,0.000004550314,0.000004230742,0.000005540042,0.000008979608,0.000004304849,0.0002303165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001905255,"threshold_uncertainty_score":0.003788352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01246620582631004,"score_gpt":0.232572460152068,"score_spread":0.220106254325758,"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."}}