{"id":"W4404057015","doi":"10.1109/jlt.2024.3491425","title":"On the Wavelength-Selective Nature of Rayleigh Backscattering in Single-Mode Fibers","year":2024,"lang":"en","type":"article","venue":"Journal of Lightwave Technology","topic":"Spectroscopy Techniques in Biomedical and Chemical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Office of Naval Research Global; Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro; Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Optics; Rayleigh scattering; Optical fiber; Single-mode optical fiber; Wavelength; Materials science; Optoelectronics; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003161306,0.0001230194,0.0002069353,0.0003427251,0.00002088079,0.00001166378,0.0004750658,0.000544547,0.00004244172],"category_scores_gemma":[0.0004938232,0.00007485373,0.0001200797,0.0005003281,0.0003002785,0.000003965132,0.0001347971,0.001114073,0.000002449777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007855875,"about_ca_system_score_gemma":0.00008675993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001522726,"about_ca_topic_score_gemma":0.000002817587,"domain_scores_codex":[0.9989278,0.00003680511,0.0003531858,0.0001942075,0.0002465642,0.0002414444],"domain_scores_gemma":[0.999386,0.0001264692,0.0001058807,0.0002292477,0.0001100975,0.00004230178],"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":[0.0001136729,0.00008891367,0.0001006818,0.00002637754,0.00006482316,0.00003827674,0.00002215521,6.747871e-7,0.9825448,0.006519858,0.007913172,0.002566535],"study_design_scores_gemma":[0.000143086,0.001011129,0.00004280481,0.0001975932,0.000007784723,0.0001062829,0.000037316,0.00002718122,0.9580309,0.02507942,0.01524052,0.0000759359],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986178,0.00167,0.0004776861,0.008783207,0.0001631761,0.0001001245,0.000005351306,0.00001916738,0.002603287],"genre_scores_gemma":[0.9979758,0.0003987406,0.001154114,0.0001791658,0.0001243787,0.00000664052,0.000002112939,0.00001590924,0.0001430836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02451391,"threshold_uncertainty_score":0.4840154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007066637432219608,"score_gpt":0.3089742998929632,"score_spread":0.3019076624607435,"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."}}