{"id":"W2171683497","doi":"10.1109/jstqe.2009.2029874","title":"In-Fiber Michelson Interferometer With Polymeric/Nanoparticle Thin-Film Overlay as a Platform for Biosensing","year":2009,"lang":"en","type":"article","venue":"IEEE Journal of Selected Topics in Quantum Electronics","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Materials science; Refractometer; Biosensor; Michelson interferometer; Cladding (metalworking); Refractive index; Nanoparticle; Interferometry; Cladding mode; Optical fiber; Optoelectronics; Thin film; Composite number; Optics; Nanotechnology; Fiber; Fiber optic sensor; Composite material; Polarization-maintaining optical fiber","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":[0.0002127213,0.0002830263,0.0004808939,0.000421655,0.00003562537,0.00004455304,0.0002091606,0.0001630049,0.00001205392],"category_scores_gemma":[0.000112602,0.0002561517,0.0000805946,0.000898685,0.0000304752,0.0004720726,0.000006331812,0.0008301918,0.0000044759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005673885,"about_ca_system_score_gemma":0.0001582077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005230362,"about_ca_topic_score_gemma":0.0000665363,"domain_scores_codex":[0.9980139,0.00002455215,0.0007367266,0.000193099,0.0002621589,0.0007696102],"domain_scores_gemma":[0.9991331,0.0001556873,0.0001966019,0.000190718,0.0002227199,0.0001012393],"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":[0.001715091,0.0004138507,0.0003291328,0.00009184033,0.0002734485,0.0003436833,0.002756809,0.2219581,0.7526526,0.002456383,0.000623134,0.01638599],"study_design_scores_gemma":[0.004023077,0.004115733,0.001044758,0.0003215725,0.00007405262,0.001143881,0.0001629894,0.191547,0.7855919,0.007503548,0.003748745,0.000722754],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950516,0.001388196,0.002350176,0.0004535248,0.0003005272,0.0002293746,0.000001360305,0.00005276041,0.000172475],"genre_scores_gemma":[0.9933314,0.0002228174,0.005815487,0.000253966,0.000199363,0.000002959787,0.000001190599,0.00005681723,0.0001159437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03293931,"threshold_uncertainty_score":0.9999891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009666333618041823,"score_gpt":0.2434534057442345,"score_spread":0.2337870721261927,"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."}}