{"id":"W2924942253","doi":"10.1364/ol.44.001801","title":"More than 200  W random Raman fiber laser with ultra-short cavity length based on phosphosilicate fiber","year":2019,"lang":"en","type":"article","venue":"Optics Letters","topic":"Random lasers and scattering media","field":"Physics and Astronomy","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Materials science; Fiber laser; Laser linewidth; Optics; Raman spectroscopy; Fiber; Laser; Raman laser; Laser power scaling; Optical fiber; Optoelectronics; Polarization-maintaining optical fiber; Raman scattering; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001456365,0.0002955629,0.0001790227,0.000191961,0.0001729897,0.0001444955,0.000323185,0.0002224123,0.001568662],"category_scores_gemma":[0.00008636728,0.0001224211,0.000132566,0.0001466577,0.0002347038,0.0003240389,0.0002461594,0.0001743635,0.0002811948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001640765,"about_ca_system_score_gemma":0.0001533537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002931676,"about_ca_topic_score_gemma":0.0005219369,"domain_scores_codex":[0.9999141,0.000005439318,0.000002993524,0.00002562308,0.00003407529,0.00001782875],"domain_scores_gemma":[0.9999207,0.00002039662,0.00001802443,0.000008854257,0.00001849159,0.00001357213],"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":[0.00002950106,0.000008509985,0.0002032431,0.00002861346,0.000002565514,0.00004375132,0.00001587532,0.0001018056,0.996231,0.0002520735,0.00006279555,0.003020262],"study_design_scores_gemma":[0.00001829867,0.0002556978,0.002181369,0.000003743336,0.00001187319,0.0002849097,0.00001751585,0.003445334,0.9913248,0.0001285594,0.002314795,0.00001315916],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788088,0.0004768988,0.01687445,0.0001252559,0.00001979265,0.00002272214,0.0001112864,0.0003685559,0.003192156],"genre_scores_gemma":[0.980892,0.0002400825,0.01604269,0.00003045043,0.000014499,0.00002400631,0.00008824259,0.00002804551,0.002639989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001568662,"threshold_uncertainty_score":0.005247712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004729666054087761,"score_gpt":0.1995015458551782,"score_spread":0.1947718798010905,"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."}}