{"id":"W2351229001","doi":"","title":"F-P Demodulation Method of Fiber Bragg Grating and Scale Changeable Sampling Technique","year":2009,"lang":"en","type":"article","venue":"Laser & Infrared","topic":"Advanced Sensor and Control Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"L'Alliance Boviteq","funders":"","keywords":"Demodulation; Fiber Bragg grating; Sampling (signal processing); Computer science; Filter (signal processing); Scale (ratio); Fiber; Electronic engineering; Optics; Telecommunications; Optical fiber; Materials science; Physics; Engineering; Computer vision","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":[0.0001227406,0.00009998388,0.0001854209,0.0000556129,0.00003899437,0.00001416607,0.00004317668,0.00007412869,0.0000173716],"category_scores_gemma":[0.00001798295,0.0001010842,0.00003060293,0.0001198174,0.00000711074,0.000143664,0.00000752226,0.0000782332,0.00000189429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001731913,"about_ca_system_score_gemma":0.000002737688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001134621,"about_ca_topic_score_gemma":0.000005648277,"domain_scores_codex":[0.9994397,0.00002124715,0.000201441,0.0001117939,0.00008013181,0.000145674],"domain_scores_gemma":[0.9996992,0.0000496427,0.00004164709,0.000140909,0.00003088973,0.00003773221],"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":[0.00001723046,0.0000136243,0.0005390759,0.0001084832,0.00002362093,0.000001544267,0.000573137,0.08375507,0.8232915,0.0001717066,0.0001156287,0.09138933],"study_design_scores_gemma":[0.001375378,0.0001587373,0.01668298,0.0003960537,0.00005812294,0.00005150119,0.0002520109,0.2316069,0.7219259,0.01661162,0.01014029,0.0007405519],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1100145,0.0003291917,0.8806999,0.00002486311,0.0000780981,0.0003727842,0.00001647431,0.0003089284,0.008155331],"genre_scores_gemma":[0.8637922,0.000008860614,0.1357105,0.00003555296,0.00007353337,0.00001792089,0.000008952993,0.00001768408,0.0003346965],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7537778,"threshold_uncertainty_score":0.4122093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01145000386802522,"score_gpt":0.2497712033677958,"score_spread":0.2383211994997706,"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."}}