{"id":"W1480069652","doi":"10.1002/9780470930991.ch26","title":"Nanocoating Enhanced Optical Fiber Sensors","year":2010,"lang":"en","type":"other","venue":"Ceramic transactions /Ceramic transactions","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"Materials science; Refractive index; Optical fiber; Monolayer; Fiber optic sensor; Optoelectronics; Chemical vapor deposition; Grating; Fiber; Optics; Nanotechnology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001055724,0.0003847503,0.0002497849,0.0001547147,0.0001398729,0.0002799165,0.0003463972,0.0003620164,0.001952128],"category_scores_gemma":[0.0001344808,0.00015941,0.000165817,0.0001268675,0.00008999777,0.000407468,0.0001951241,0.0002945525,0.0008441078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005665095,"about_ca_system_score_gemma":0.0001384645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007682077,"about_ca_topic_score_gemma":0.002301774,"domain_scores_codex":[0.9998111,0.000009527283,0.000008570398,0.00005230615,0.00009563802,0.0000229454],"domain_scores_gemma":[0.999936,0.00001065232,0.00001139149,0.000005380385,0.00003106875,0.000005381431],"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":[0.00001192904,0.000006503097,0.00003011817,0.00003532035,0.000002039915,0.00001407928,0.000008125407,0.00006254204,0.9942086,0.0001177753,0.0001937034,0.005309296],"study_design_scores_gemma":[0.000002031191,0.00002258158,0.0001945926,0.000002518325,0.000004003288,0.00003564337,0.000004185782,0.001099074,0.9946261,0.00001440974,0.003992185,0.000002660204],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7963672,0.02059241,0.123906,0.000988066,0.001308448,0.0003319769,0.0008033923,0.002742511,0.05295999],"genre_scores_gemma":[0.8215753,0.007888566,0.1111238,0.0005636034,0.0001672504,0.0001865807,0.0004710273,0.0001506693,0.05787314],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.001952128,"threshold_uncertainty_score":0.006530583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007147633166604518,"score_gpt":0.2203657729001309,"score_spread":0.2132181397335264,"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."}}