{"id":"W1970164664","doi":"10.1117/12.657643","title":"Combined Raman and Brillouin scattering sensor for simultaneous high-resolution measurement of temperature and strain","year":2006,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Optical Network Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Brillouin scattering; Brillouin zone; Materials science; Raman scattering; Temperature measurement; Raman spectroscopy; Strain (injury); Image resolution; Optics; Optical fiber; Fiber optic sensor; Distributed acoustic sensing; Resolution (logic); Scattering; Optoelectronics; Physics; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004326558,0.0003083059,0.0004417223,0.00009504892,0.00006387906,0.00008294616,0.0003395308,0.0002530665,0.000001427864],"category_scores_gemma":[0.0004158271,0.0002757176,0.0002207076,0.0001909419,0.0002883559,0.0002295083,0.0001060248,0.0002383078,1.231654e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001285287,"about_ca_system_score_gemma":0.000009260135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001060211,"about_ca_topic_score_gemma":5.879919e-7,"domain_scores_codex":[0.9982719,1.59098e-8,0.0005963397,0.0003002361,0.0004659233,0.0003656111],"domain_scores_gemma":[0.9985893,0.0001777228,0.0001649938,0.00005182978,0.0009478861,0.00006830095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006988498,0.00004644402,0.0001833637,0.001046165,0.0002292268,8.341656e-8,0.00003789317,0.004726565,0.7729468,0.2196494,0.0006215983,0.0004424901],"study_design_scores_gemma":[0.003510752,0.0009515734,0.004324804,0.001042985,0.000359165,0.00002787177,0.001025359,0.6014034,0.3790858,0.006425275,0.0009319534,0.0009110302],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974073,0.0002451291,0.0001073331,0.0009658668,0.0001319701,0.0006930152,0.000100609,0.0002005727,0.0001482134],"genre_scores_gemma":[0.8697549,0.00008899153,0.1298158,0.00001329257,0.0001670148,0.00007673295,0.000008170176,0.0000551841,0.00001999988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5966769,"threshold_uncertainty_score":0.9999695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007888235615712464,"score_gpt":0.1961735986627541,"score_spread":0.1882853630470417,"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."}}