{"id":"W2108262925","doi":"10.1109/lpt.2005.859128","title":"Fiber-optic temperature sensor using evanescent fields in D fibers","year":2005,"lang":"en","type":"article","venue":"IEEE Photonics Technology Letters","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Optical fiber; Fiber optic sensor; Materials science; Optics; Evanescent wave; Attenuation; Polarization-maintaining optical fiber; Fiber optic splitter; Fiber; Graded-index fiber; Optoelectronics; Plastic optical fiber; Dispersion-shifted fiber; Attenuation coefficient; Photonic-crystal fiber; Physics; Composite material","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":[0.00008713334,0.0003459948,0.0003458178,0.0005767811,0.00005908002,0.0000214348,0.000324202,0.000567625,0.0000390032],"category_scores_gemma":[0.00002380379,0.0003930258,0.0000786323,0.0006880013,0.0001435595,0.0001463895,0.0000354315,0.001082052,0.0001280187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005102339,"about_ca_system_score_gemma":0.00001891599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000059163,"about_ca_topic_score_gemma":0.0000308423,"domain_scores_codex":[0.9983011,0.00001549351,0.0004166006,0.0004027599,0.0001675939,0.0006963952],"domain_scores_gemma":[0.9992083,0.00005498157,0.00005313106,0.0006027349,0.00002532141,0.00005549195],"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":[0.0000072793,0.00001945652,0.00008919161,0.0000247402,0.00003411305,0.0001536702,0.0001462712,0.6819198,0.3160719,0.00003316608,0.0004909558,0.001009527],"study_design_scores_gemma":[0.001363622,0.00004610367,0.00006584101,0.0001511144,0.00005390316,0.0005754268,0.0002242222,0.4232467,0.5594896,0.0001254543,0.01351332,0.001144659],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947524,0.0003192282,0.0003520017,0.00272386,0.0004865422,0.0003204611,0.000006669199,0.0008639233,0.0001749046],"genre_scores_gemma":[0.9350542,0.000076273,0.06367061,0.0009210797,0.00007100377,0.00002992513,0.000003197175,0.00009884677,0.00007483763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2586731,"threshold_uncertainty_score":0.9998522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007564805927488891,"score_gpt":0.2226643060193877,"score_spread":0.2150995000918988,"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."}}