{"id":"W4205404622","doi":"10.1109/tnb.2022.3144313","title":"Hollow-Core Microstructured Optical Fiber Based Refractometer: Numerical Simulation and Experimental Studies","year":2022,"lang":"en","type":"article","venue":"IEEE Transactions on NanoBioscience","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Biosensor; Analyte; Microstructured optical fiber; Materials science; Photonic-crystal fiber; Refractive index; Biomolecule; Optical fiber; Refractometer; Core (optical fiber); Optoelectronics; Fiber; Photonics; Sensitivity (control systems); Fiber optic sensor; Optics; Graded-index fiber; Nanotechnology; Chemistry; Electronic engineering; Chromatography","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":[],"consensus_categories":[],"category_scores_codex":[0.00007693225,0.000185597,0.0001809265,0.0001619698,0.0004254058,0.00002620327,0.0001351504,0.00004256485,0.0001628066],"category_scores_gemma":[0.000009416545,0.0001881028,0.00005811144,0.0005102099,0.0001852111,0.0001716053,0.000003916656,0.0002553054,0.00001215087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002383678,"about_ca_system_score_gemma":0.0000167232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001564495,"about_ca_topic_score_gemma":4.661433e-7,"domain_scores_codex":[0.9988635,0.00002372727,0.0001966683,0.0003412357,0.0003061476,0.0002687228],"domain_scores_gemma":[0.999433,0.000213643,0.00002597057,0.0002122389,0.00002411151,0.00009100039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002971856,0.00003752616,0.000002956271,0.000005868193,0.000009864108,0.000005834019,0.0002538196,0.7649312,0.2330323,0.000002302774,0.00001203087,0.001676535],"study_design_scores_gemma":[0.0007940716,0.0003054891,0.0001445302,0.00001290544,0.00002422259,0.00003721839,0.0007010428,0.4875786,0.5088042,0.0000194096,0.001183769,0.0003945548],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8723992,0.0001760248,0.1258939,0.00004911762,0.0009055008,0.0002208494,0.00004702895,0.0002480902,0.00006026163],"genre_scores_gemma":[0.989782,0.000005008669,0.009862653,0.0001217442,0.00001249479,0.00005699224,0.000001442579,0.00002774391,0.0001299026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2773526,"threshold_uncertainty_score":0.7670611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02948058185814326,"score_gpt":0.2992137447589998,"score_spread":0.2697331629008565,"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."}}