{"id":"W2322555672","doi":"10.1364/bgpp.2007.jwa49","title":"Tilted fiber Bragg gratings stubs for vibration and bend sensing.","year":2007,"lang":"en","type":"article","venue":"Bragg Gratings, Photosensitivity, and Poling in Glass Waveguides","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Fiber Bragg grating; Materials science; PHOSFOS; Optics; Bending; Fiber; Sensitivity (control systems); Optoelectronics; Fiber optic sensor; Vibration; Plastic optical fiber; Physics; Acoustics; Composite material; Electronic engineering; Engineering","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008407173,0.0004872244,0.0005389141,0.0003327189,0.000272446,0.0001671923,0.00006980509,0.0002702457,0.000003852348],"category_scores_gemma":[0.0005268527,0.0005290094,0.0000796067,0.0003350929,0.0001847061,0.0003813103,0.00006773277,0.000350204,0.000003317713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009570569,"about_ca_system_score_gemma":0.00002495059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003004822,"about_ca_topic_score_gemma":0.001546196,"domain_scores_codex":[0.997654,0.00005568941,0.000716407,0.0005570495,0.0002438605,0.0007730456],"domain_scores_gemma":[0.9979721,0.001267968,0.000157374,0.0002578357,0.0001407955,0.0002039832],"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":[0.0002912839,0.0001439335,0.00465503,0.0009579103,0.0002126237,0.0002478242,0.01150326,0.0123723,0.851061,0.002642061,0.001297329,0.1146155],"study_design_scores_gemma":[0.002988613,0.000274841,0.01531728,0.0007450816,0.00008667891,0.0006078466,0.002005897,0.5613282,0.4082264,0.004071715,0.002566195,0.00178126],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838521,0.0003750351,0.01188075,0.0001153928,0.0003341923,0.0006996202,0.00004360692,0.0003578279,0.00234148],"genre_scores_gemma":[0.9589583,0.0001308589,0.03985995,0.0002790152,0.0003587817,0.000008509697,0.00004661154,0.0001210568,0.0002369239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5489559,"threshold_uncertainty_score":0.9997162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01151121206465912,"score_gpt":0.2439664867399132,"score_spread":0.232455274675254,"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."}}