{"id":"W4390189972","doi":"10.1109/ipc57732.2023.10360642","title":"Efficient supercontinuum generation in a filter-less cascade of silica, fluoride, and chalcogenide fibers","year":2023,"lang":"en","type":"article","venue":"","topic":"Photonic Crystal and Fiber Optics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Supercontinuum; Cascade; ZBLAN; Chalcogenide; Filter (signal processing); Materials science; Optoelectronics; Chemistry; Wavelength; Engineering; Chromatography; Fiber laser; Electrical engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.00009930223,0.00008380559,0.0001286571,0.0001079339,0.00001304944,0.000008724915,0.00004588133,0.0000521529,0.0000190545],"category_scores_gemma":[0.000008730348,0.00007991978,0.00002645728,0.0002419808,0.0000201076,0.00002508155,0.00003192882,0.00006293372,0.000007997907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002544359,"about_ca_system_score_gemma":0.000006526622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003788902,"about_ca_topic_score_gemma":0.0002634637,"domain_scores_codex":[0.9994461,0.000006138334,0.0001834579,0.0001148388,0.00008011877,0.0001693377],"domain_scores_gemma":[0.9998069,0.0000258261,0.000008223309,0.0001063862,0.00001177565,0.00004089681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000007137911,0.00002153801,0.0007075557,0.0001082776,0.00002061532,0.00001916689,0.002135245,0.1332661,0.8591928,0.0002592895,0.001101903,0.003160438],"study_design_scores_gemma":[0.0002610497,0.00001602376,0.003548073,0.00001258801,0.000005005386,0.000006369644,0.0003126446,0.9037315,0.09160675,0.00002006202,0.0003651799,0.0001147436],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998663,0.000110344,0.0001144572,0.00003522577,0.0001006455,0.000109587,0.00001618468,0.0001012166,0.000749351],"genre_scores_gemma":[0.9994147,0.00007194041,0.0002291722,0.000009550658,0.00002796758,0.00001240287,0.00001600579,0.00001327319,0.0002050224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7704654,"threshold_uncertainty_score":0.3259034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01853148248694188,"score_gpt":0.2095266825682545,"score_spread":0.1909952000813126,"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."}}