{"id":"W2088456090","doi":"10.1134/s1054660x10110241","title":"Influences of ASE on the performances of Q-switched ytterbium-doped fiber lasers","year":2010,"lang":"en","type":"article","venue":"Laser Physics","topic":"Photonic Crystal and Fiber Optics","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Fiber laser; Materials science; Amplified spontaneous emission; Laser; Q-switching; Optics; Ytterbium; Pulse duration; Pulse (music); Optoelectronics; Doping; 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":[0.00006870246,0.0001082394,0.0001433601,0.00001522023,0.00002662484,0.000008571238,0.0001796468,0.00004049786,0.00008967466],"category_scores_gemma":[0.000009134877,0.00007239471,0.00006110959,0.0001372095,0.00009826389,0.00009449603,0.00002481604,0.0002082773,0.0000282513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004872752,"about_ca_system_score_gemma":0.00001429655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001002444,"about_ca_topic_score_gemma":0.00001234364,"domain_scores_codex":[0.9994776,0.000006047939,0.0001627398,0.0000750352,0.0001474416,0.0001311172],"domain_scores_gemma":[0.9995285,0.00008901221,0.00005030904,0.0002662576,0.00003608303,0.00002982166],"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":[0.0001066821,0.0003435283,0.003892916,0.0006607375,0.0003154768,0.000005365683,0.004439392,0.06529154,0.9039468,0.004906817,0.002499057,0.01359166],"study_design_scores_gemma":[0.0003038134,0.00007651959,0.003102696,0.00005232797,0.00003288728,9.335867e-7,0.000170992,0.02442688,0.9665178,0.001250843,0.003865001,0.0001992692],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948021,0.000008945421,0.00001232837,0.00003674126,0.0001613447,0.00008192228,0.00003032979,0.00003448179,0.004831799],"genre_scores_gemma":[0.9996414,0.00001220472,0.0001158753,0.00004515287,0.00006952347,0.000007876002,0.000004421639,0.00001365947,0.0000898642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06257101,"threshold_uncertainty_score":0.2952171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00923584202007782,"score_gpt":0.2006860074376939,"score_spread":0.1914501654176161,"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."}}