{"id":"W3157177258","doi":"10.1364/ol.427291","title":"100-W-level single-mode ytterbium-free erbium fiber laser","year":2021,"lang":"en","type":"article","venue":"Optics Letters","topic":"Photonic Crystal and Fiber Optics","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation; Fonds de recherche du Québec – Nature et technologies; Université Laval","keywords":"Materials science; Erbium; Ytterbium; Fiber laser; Numerical aperture; Fiber; Laser; Cerium; Doping; Optics; Optoelectronics; Wavelength; Composite material","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00005938506,0.0002631587,0.000239005,0.00006106484,0.00006263277,0.0001131392,0.0002917528,0.0001159852,0.0002637797],"category_scores_gemma":[0.00003390721,0.0002898583,0.0001297704,0.000214555,0.00005893991,0.0001448642,0.000152483,0.0003087495,0.0002454715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001224526,"about_ca_system_score_gemma":0.00002305766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004631301,"about_ca_topic_score_gemma":0.00002203867,"domain_scores_codex":[0.9986774,0.00001570903,0.0002746197,0.0002745846,0.0002575794,0.000500141],"domain_scores_gemma":[0.9989954,0.00006264874,0.00002823831,0.000716456,0.00005316885,0.0001441456],"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":[0.00001227264,0.0001272239,0.00006552036,0.0002013534,0.0002069284,0.0005790075,0.0005454359,0.05009958,0.8509977,0.0003046568,0.09550222,0.001358061],"study_design_scores_gemma":[0.003206713,0.0001081159,0.0008487705,0.0002565824,0.0002826544,0.000433871,0.0002579413,0.08192112,0.5122282,0.0009822885,0.3967166,0.00275715],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9417281,0.0002576738,0.0080629,0.007236386,0.0018478,0.0001936882,0.0002234837,0.0006317847,0.03981818],"genre_scores_gemma":[0.9033102,0.0001015837,0.0764136,0.008264386,0.001049848,0.00004570263,0.0002478815,0.0003308416,0.01023596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3387696,"threshold_uncertainty_score":0.9999554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01952573393532801,"score_gpt":0.2100894839390069,"score_spread":0.1905637500036789,"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."}}