{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0001141076,0.001409737,0.001165751,0.00108091,0.0004285081,0.0001452415,0.0005644009,0.002111171,0.02926609],"category_scores_gemma":[0.00001308118,0.001664727,0.0007439385,0.0009255855,0.0004582652,0.0003126854,0.000004446755,0.003887055,0.002139967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004608834,"about_ca_system_score_gemma":0.0001400625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000149802,"about_ca_topic_score_gemma":0.00119197,"domain_scores_codex":[0.9957387,0.00007171195,0.001044433,0.001187289,0.0005862688,0.001371619],"domain_scores_gemma":[0.9975497,0.0002811912,0.0001770382,0.001402129,0.00009929002,0.0004907106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006143266,0.0005422901,5.809376e-7,0.001029948,0.002299789,0.00007854488,0.001398788,0.5218335,0.07157902,0.0001446535,0.01128191,0.3897495],"study_design_scores_gemma":[0.003138442,0.0001201985,0.00003210599,0.0008035812,0.001614831,0.000601934,0.0005605959,0.03087756,0.04133788,0.0001903346,0.9159613,0.004761237],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.0006447462,0.0003874433,0.6946958,0.00008879537,0.003953432,0.001099254,0.0006075678,0.00560256,0.2929204],"genre_scores_gemma":[0.1264495,0.001582609,0.05392748,0.00007791066,0.0009302135,0.0005214732,0.0002356586,0.004628528,0.8116466],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9046794,"threshold_uncertainty_score":0.9998653,"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."}}