{"id":"W4393155063","doi":"10.1364/opticaopen.25467880.v1","title":"On the Wavelength-Selective Nature of Rayleigh Backscattering in Single-Mode Fibers","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Spectroscopy Techniques in Biomedical and Chemical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Office of Naval Research Global; Office of Naval Research; Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro; Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Rayleigh scattering; Wavelength; Single-mode optical fiber; Mode (computer interface); Optics; Optical fiber; Physics; Materials science; Computer science","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":[0.0003420646,0.0003323656,0.0002694144,0.000385563,0.0001948495,0.0003168369,0.0003340827,0.0002175374,0.0005920573],"category_scores_gemma":[0.001083252,0.0002523772,0.000147806,0.0002642608,0.0008213472,0.0004299894,0.000243827,0.0002805229,0.0001870858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002402518,"about_ca_system_score_gemma":0.0002443155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007432048,"about_ca_topic_score_gemma":0.0007399917,"domain_scores_codex":[0.99965,0.00004059478,0.0000102034,0.00007008239,0.0001929339,0.00003618386],"domain_scores_gemma":[0.998988,0.000563772,0.000145417,0.0001019647,0.000160799,0.00004015995],"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":[0.0001848072,0.0000394602,0.002569383,0.0000622361,0.00001341768,0.0002569906,0.00007031596,0.008660646,0.9782099,0.00261221,0.00007601191,0.007244609],"study_design_scores_gemma":[0.00001597981,0.0001525701,0.01328591,0.00001682373,0.00001351569,0.0006695947,0.00004892584,0.129692,0.8534366,0.002394403,0.00024253,0.0000310886],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9519842,0.0003578409,0.04501628,0.00004586426,0.00001111938,0.0000113155,0.0000408022,0.0001072839,0.002425306],"genre_scores_gemma":[0.9941844,0.0002269051,0.00523982,0.00001283927,0.00000614889,0.000005236912,0.0000303479,0.00001952038,0.0002747141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007432048,"threshold_uncertainty_score":0.001980603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0111658673415331,"score_gpt":0.328401155003495,"score_spread":0.317235287661962,"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."}}