{"id":"W4403722182","doi":"10.1109/jlt.2024.3486120","title":"Dispersion-Induced Delay Deviation and Its Influence on Distributed Strain Measurement Using OFDR","year":2024,"lang":"en","type":"article","venue":"Journal of Lightwave Technology","topic":"Ultrasonics and Acoustic Wave Propagation","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Fundamental Research Funds for the Central Universities","keywords":"Dispersion (optics); Materials science; Strain (injury); Optics; Polarization mode dispersion; 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":[0.0002931856,0.0001105303,0.0001506239,0.0003286874,0.00004266037,0.00004076515,0.00008568681,0.0001407278,0.00000662593],"category_scores_gemma":[0.0001615495,0.00009045655,0.00003523794,0.0002937571,0.00001482716,0.0001471831,0.00001475863,0.0003332743,0.000004222548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002451068,"about_ca_system_score_gemma":0.00004386918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.414021e-7,"about_ca_topic_score_gemma":0.000001152431,"domain_scores_codex":[0.9992008,0.00001157759,0.000309236,0.00009624342,0.0002391642,0.000143038],"domain_scores_gemma":[0.9995987,0.00003202159,0.00007473813,0.00007017542,0.0001803669,0.00004402898],"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":[0.000005968114,0.00001530857,0.00004673414,0.00006601103,0.00007421285,0.00005343353,0.00005146979,0.007405635,0.9806339,0.002017015,0.00003790873,0.00959242],"study_design_scores_gemma":[0.0006248346,0.0006241489,0.001813765,0.001455276,0.0002024098,0.0008396875,0.000182953,0.4816882,0.5048763,0.005830342,0.001455298,0.0004068076],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9640609,0.001574215,0.0333371,0.0005425331,0.0002703989,0.00007944532,0.00001476349,0.00009898107,0.00002165905],"genre_scores_gemma":[0.9989432,0.0001457116,0.0008212465,0.00001109964,0.00005953222,0.000001174861,0.000001595471,0.00001519399,0.000001282469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4757576,"threshold_uncertainty_score":0.3688711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02001574590249489,"score_gpt":0.2368079663965315,"score_spread":0.2167922204940366,"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."}}