{"id":"W4386930420","doi":"10.29026/oea.2023.230019","title":"Exceptional-point-enhanced sensing in an all-fiber bending sensor","year":2023,"lang":"en","type":"article","venue":"Opto-Electronic Advances","topic":"Advanced Fiber Laser Technologies","field":"Physics and Astronomy","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"National Natural Science Foundation of China","keywords":"Optics; Resonator; Optical fiber; Fiber Bragg grating; Materials science; Bending; Passband; Curvature; Physics; Band-pass filter","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":[0.0001805333,0.0003140332,0.0003261146,0.0002646342,0.0001630633,0.00005406437,0.0002725311,0.00008110614,0.0002913935],"category_scores_gemma":[0.00001879125,0.0003242977,0.00009279504,0.000777044,0.0001145994,0.001048721,0.0001176698,0.0004951532,0.0003178932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001806087,"about_ca_system_score_gemma":0.0000708368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001902615,"about_ca_topic_score_gemma":0.00005642297,"domain_scores_codex":[0.9976198,0.00005320373,0.0003431238,0.0006394284,0.0002316286,0.001112784],"domain_scores_gemma":[0.999177,0.0001365268,0.0001522836,0.0004102535,0.00005160529,0.00007233635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004835861,0.00008078515,0.001750532,0.00001532651,0.00005799916,0.0000162574,0.0003488725,0.005111968,0.03615582,0.01673207,0.0001027448,0.9395792],"study_design_scores_gemma":[0.002862633,0.0004814691,0.001838557,0.0001951631,0.00006536329,0.00001450436,0.01015241,0.01067035,0.2132361,0.3792572,0.378988,0.002238245],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9669936,0.0003386216,0.0249718,0.0004146637,0.000166588,0.0003850306,0.00002497491,0.0008247382,0.005879953],"genre_scores_gemma":[0.9914359,0.0001028459,0.006386687,0.00003888781,0.0002017262,0.00004874753,0.0001522567,0.00006008149,0.001572822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.937341,"threshold_uncertainty_score":0.9999209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01366337897560897,"score_gpt":0.3045964653254551,"score_spread":0.2909330863498461,"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."}}