{"id":"W3088231143","doi":"10.1364/ol.409174","title":"Fuseless side-pump combiner for efficient fluoride-based double-clad fiber pumping","year":2020,"lang":"en","type":"article","venue":"Optics Letters","topic":"Photonic Crystal and Fiber Optics","field":"Engineering","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Novika Solutions","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; Canada First Research Excellence Fund; Canada Foundation for Innovation","keywords":"Materials science; Optics; Fluoride; Fiber laser; Optical fiber; Fiber; Optoelectronics; Erbium; Plastic-clad silica fiber; Optical amplifier; Laser; Plastic optical fiber; Doping; Fiber optic sensor; 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":[0.00008992459,0.0002663136,0.0002829489,0.00005574877,0.00008484977,0.00008552907,0.0002313982,0.00009086309,0.00003973211],"category_scores_gemma":[0.00001429001,0.0002771279,0.0001551062,0.0001847135,0.00005004827,0.0000548201,0.00004311415,0.0002366737,0.00008796914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000083078,"about_ca_system_score_gemma":0.00002229527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002168232,"about_ca_topic_score_gemma":8.888841e-7,"domain_scores_codex":[0.998704,0.000007157987,0.0003159255,0.0002782082,0.000212126,0.0004825978],"domain_scores_gemma":[0.9993535,0.0001064393,0.0000419634,0.0002544153,0.0000429327,0.0002007733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008105318,0.00003490433,0.00001634313,0.0003090698,0.00007628306,0.0000211707,0.00034252,0.8180528,0.1777047,0.0003471658,0.002695483,0.0003184408],"study_design_scores_gemma":[0.002409367,0.00005948624,0.00002064752,0.00004284244,0.00006595626,0.000003106177,0.00003431424,0.9027742,0.06855084,0.00001094262,0.02554019,0.0004880931],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9243756,0.00006559408,0.06522297,0.006278779,0.000690292,0.0006979792,0.00007819309,0.0006060838,0.0019845],"genre_scores_gemma":[0.989467,0.000005491709,0.00645315,0.003498077,0.0002626028,0.00007378235,0.00007235217,0.000112842,0.00005473501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1091539,"threshold_uncertainty_score":0.9999681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02038433325605414,"score_gpt":0.2095961321376836,"score_spread":0.1892117988816295,"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."}}