{"id":"W3019334934","doi":"10.3390/s20082431","title":"Combined Long-Period Fiber Grating and Microcavity In-Line Mach–Zehnder Interferometer for Refractive Index Measurements with Limited Cross-Sensitivity","year":2020,"lang":"en","type":"article","venue":"Sensors","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Outaouais","funders":"Narodowe Centrum Badań i Rozwoju; Narodowe Centrum Nauki","keywords":"Materials science; Mach–Zehnder interferometer; Interferometry; Refractive index; Optics; Sensitivity (control systems); Grating; Femtosecond; Optical fiber; Optoelectronics; Laser; 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":[0.0005217482,0.0005807445,0.0004224626,0.0003751045,0.0001741902,0.0002537167,0.0007385742,0.0005961501,0.0004269797],"category_scores_gemma":[0.0004903154,0.0004094826,0.0002673798,0.0003490101,0.0003477329,0.0004855842,0.0004816908,0.0004335435,0.0002109722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004651934,"about_ca_system_score_gemma":0.0002692159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006224164,"about_ca_topic_score_gemma":0.00253832,"domain_scores_codex":[0.9989292,0.0001426809,0.00004171437,0.0002729911,0.0005342583,0.0000792562],"domain_scores_gemma":[0.9993711,0.0002037859,0.0001695932,0.0001072942,0.0001124048,0.00003576911],"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":[0.00006050599,0.00001704148,0.0005912345,0.00003514471,0.00001164225,0.00002274289,0.00002626856,0.0001412273,0.9960467,0.0000648705,0.00002533221,0.002957219],"study_design_scores_gemma":[0.000005813415,0.000137332,0.002194739,0.00000259364,0.00001923651,0.0001307909,0.00001395896,0.006314927,0.9905401,0.00003170258,0.0005957406,0.00001304279],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9271715,0.001706013,0.06920783,0.0001088122,0.00009358237,0.0000685565,0.000135081,0.0004379766,0.001070609],"genre_scores_gemma":[0.9084762,0.0003796973,0.0899758,0.00005802857,0.00003273328,0.00006856602,0.00008006758,0.0000281963,0.0009008223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007385742,"threshold_uncertainty_score":0.003375292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03446349235058926,"score_gpt":0.2637606828525805,"score_spread":0.2292971905019913,"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."}}