{"id":"W4403028456","doi":"10.1364/sof.2024.sow2f.5","title":"Design of a Few-Mode Fiber with Radial Anisotropy for Improved Modal Efficiency","year":2024,"lang":"en","type":"article","venue":"","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; École de Technologie Supérieure","funders":"","keywords":"Modal; Mode (computer interface); Materials science; Anisotropy; Fiber; Physics; Optics; Computer science; Composite material","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002306261,0.0005797128,0.0003713907,0.0004230854,0.0004215413,0.0003607236,0.0006424032,0.0004703556,0.0006458363],"category_scores_gemma":[0.0001976907,0.0002956289,0.0002475053,0.0003373674,0.0002644735,0.0004686208,0.0002082249,0.0002886981,0.0003407169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005314028,"about_ca_system_score_gemma":0.0006336783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008613421,"about_ca_topic_score_gemma":0.001680747,"domain_scores_codex":[0.9998609,0.00001613369,0.000009463399,0.00004827777,0.00004952342,0.00001581225],"domain_scores_gemma":[0.9996095,0.00003160656,0.0001358198,0.00002941022,0.0001465706,0.00004700573],"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":[0.00008801528,0.00004806704,0.0006198711,0.0001040449,0.00001383951,0.00006826234,0.0000283815,0.002944448,0.9817057,0.003058871,0.000277027,0.01104364],"study_design_scores_gemma":[0.0001639703,0.001172381,0.00405274,0.00004832087,0.00009517471,0.001220406,0.00003770152,0.1553485,0.8181041,0.001061789,0.01855297,0.0001419885],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5942161,0.001359866,0.3930294,0.0005860151,0.0001906248,0.000259153,0.0002961818,0.0009714799,0.009091193],"genre_scores_gemma":[0.6967459,0.0007052261,0.299106,0.0001130997,0.00007115958,0.0002269843,0.0001923318,0.00008825726,0.002751009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008613421,"threshold_uncertainty_score":0.003855646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01013543003059739,"score_gpt":0.2331078715152811,"score_spread":0.2229724414846837,"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."}}