{"id":"W2053240413","doi":"10.1364/oe.21.027155","title":"Frequency stabilized coherent Brillouin random fiber laser: theory and experiments","year":2013,"lang":"en","type":"article","venue":"Optics Express","topic":"Random lasers and scattering media","field":"Physics and Astronomy","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Optics; Brillouin scattering; Lasing threshold; Laser linewidth; Physics; Rayleigh scattering; Fiber laser; Laser; Materials science","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":[0.0003260395,0.0003071322,0.000277686,0.0003285075,0.0004516321,0.0003791774,0.000805271,0.0005312861,0.001133593],"category_scores_gemma":[0.0002947803,0.0001979106,0.0001495131,0.0003162083,0.0006549191,0.000544194,0.0003383812,0.0002958206,0.0002427179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009304384,"about_ca_system_score_gemma":0.0005156339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00186801,"about_ca_topic_score_gemma":0.001352662,"domain_scores_codex":[0.9998253,0.00002072445,0.000004466506,0.00004446575,0.00008962827,0.00001552973],"domain_scores_gemma":[0.9998227,0.00005874615,0.00003071491,0.00001791925,0.00005525263,0.00001462313],"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":[0.0001953943,0.000119017,0.002420471,0.0002723484,0.00002830046,0.0003230272,0.0002471905,0.0785885,0.8113222,0.09443539,0.0006686899,0.01137947],"study_design_scores_gemma":[0.0000507039,0.0003132104,0.001572831,0.00002200681,0.00001920953,0.0001874219,0.00006479612,0.7991586,0.1850363,0.01028275,0.003220586,0.00007154147],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.710775,0.001085676,0.2762302,0.0003271563,0.00003658315,0.0001452012,0.0003115802,0.0005592258,0.01052935],"genre_scores_gemma":[0.9417368,0.0004991255,0.055486,0.00004022604,0.00001389264,0.00009184188,0.0001111988,0.00003197516,0.00198897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00186801,"threshold_uncertainty_score":0.006750882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008478378712281713,"score_gpt":0.2330692718917177,"score_spread":0.224590893179436,"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."}}