{"id":"W2159105198","doi":"10.1109/icsens.2004.1426396","title":"Development and applications of the distributed temperature and strain sensors based on Brillouin scattering","year":2006,"lang":"en","type":"article","venue":"","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Brillouin scattering; Materials science; Brillouin zone; Temperature measurement; Polarization (electrochemistry); Optics; Scattering; Strain (injury); Image resolution; Distributed acoustic sensing; Light scattering; Photonics; Optical fiber; Optoelectronics; Fiber optic sensor; 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":[0.00002882309,0.00008745729,0.00007624285,0.00002527818,0.00004557083,0.00001106258,0.00003701939,0.0000386118,0.000005206297],"category_scores_gemma":[0.000003863108,0.00006580224,0.00001049712,0.0001097308,0.00003935714,0.00001869533,0.00001203902,0.00006591108,8.185413e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002293809,"about_ca_system_score_gemma":0.000005452349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004381924,"about_ca_topic_score_gemma":0.00001746066,"domain_scores_codex":[0.9996092,0.000004781826,0.0001200696,0.00009998645,0.00007034829,0.00009557082],"domain_scores_gemma":[0.9997849,0.0000359517,0.00001470512,0.0001298209,0.0000119089,0.00002273949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000008416505,0.00004127913,0.004724208,0.0001999244,0.00003335726,0.000002089674,0.0002346829,0.6781726,0.30041,0.002700919,0.0003704909,0.01310209],"study_design_scores_gemma":[0.001365911,0.00002332306,0.3943101,0.0001804221,0.00003292578,0.00002848685,0.0005675725,0.1065009,0.4655086,0.0003170059,0.03034347,0.0008212852],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899729,0.0000253342,0.008590193,0.0001030372,0.00001759414,0.0002000289,0.00004959522,0.00008523816,0.0009560675],"genre_scores_gemma":[0.9876202,0.000001489243,0.01220615,0.00002474076,0.00001518474,0.00001336901,0.00001685413,0.00001316525,0.00008882587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5716717,"threshold_uncertainty_score":0.2683337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004286104476689524,"score_gpt":0.1856987868341931,"score_spread":0.1814126823575036,"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."}}