{"id":"W2277674546","doi":"10.1117/12.2208896","title":"Enhancement of Rayleigh scatter in optical fiber by simple UV treatment: an order of magnitude increase in distributed sensing sensitivity","year":2016,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Sensitivity (control systems); Rayleigh scattering; Optical fiber; Optics; Magnitude (astronomy); Simple (philosophy); Computer science; Materials science; Physics; Electronic 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002987407,0.0004375917,0.0002372249,0.0001196887,0.0001294958,0.0002101905,0.0002335247,0.0003763848,0.0006822645],"category_scores_gemma":[0.000394099,0.0001782949,0.0002524331,0.00008880461,0.0004145243,0.0002457792,0.0002508725,0.0004173238,0.0001455444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001777762,"about_ca_system_score_gemma":0.0001008457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000318133,"about_ca_topic_score_gemma":0.0005830937,"domain_scores_codex":[0.9997634,0.00003605228,0.000009578401,0.00006625093,0.00009260435,0.00003215296],"domain_scores_gemma":[0.9996452,0.0001750938,0.00006567446,0.00004759387,0.00005108756,0.00001534485],"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":[0.0000189679,0.00001002169,0.0001153273,0.00001704394,0.000002296825,0.00001587384,0.000019001,0.00008287874,0.9988396,0.00002747089,0.000005927368,0.0008457312],"study_design_scores_gemma":[0.00000212224,0.0001102146,0.001180374,0.000001680791,0.000003153073,0.00004733754,0.0000108307,0.00055319,0.9979016,0.00002088601,0.0001664001,0.000002257234],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773644,0.0008983968,0.0201746,0.00007240703,0.00002563274,0.00003867635,0.00004118789,0.0001040577,0.001280739],"genre_scores_gemma":[0.9893805,0.0003441618,0.009283676,0.00003772062,0.000009254473,0.00001799029,0.00002263033,0.00001948213,0.0008845856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006822645,"threshold_uncertainty_score":0.002282381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008588164453977164,"score_gpt":0.2278108448000792,"score_spread":0.219222680346102,"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."}}