{"id":"W4205394094","doi":"10.1364/aop.444261","title":"Mode-division and spatial-division optical fiber sensors","year":2022,"lang":"en","type":"article","venue":"Advances in Optics and Photonics","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada; Key Program of NSFC-Tongyong Union Foundation; Ministerio de Economía y Competitividad; Fonds De La Recherche Scientifique - FNRS","keywords":"Computer science; Optical fiber; Electronic engineering; Single-mode optical fiber; Division (mathematics); Telecommunications; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001608321,0.0002153824,0.0002529371,0.0001027717,0.0001428503,0.000029819,0.0001089737,0.00006878512,0.00007589178],"category_scores_gemma":[0.00004253204,0.0002319424,0.0000290207,0.0001806375,0.00008339476,0.0001991924,0.0001978039,0.0004311751,0.000004629866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008446453,"about_ca_system_score_gemma":0.00001013757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000934365,"about_ca_topic_score_gemma":0.00002260108,"domain_scores_codex":[0.9987548,0.00002406279,0.0002845475,0.0003187012,0.0002521725,0.0003657067],"domain_scores_gemma":[0.9993641,0.0002251719,0.00003634195,0.0002364947,0.00002134882,0.0001164871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001769106,0.00002697176,0.0003192402,0.00004964269,0.000008221346,0.00003075483,0.0003707031,0.9547903,0.0005165198,0.001216713,0.00001144919,0.04264181],"study_design_scores_gemma":[0.0005960604,0.0001311034,0.0003383114,0.00002742154,0.00001041889,0.00003408044,0.0002612965,0.9603366,0.001037614,0.002736831,0.03413597,0.0003542528],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829298,0.005860026,0.004616924,0.00004324645,0.0004075993,0.0002784221,0.00004514256,0.0001289355,0.005689858],"genre_scores_gemma":[0.9618589,0.006232966,0.03160863,0.00004303296,0.00001586196,0.00003002922,0.00001764687,0.00005700078,0.0001359576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04228756,"threshold_uncertainty_score":0.9458337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005771674460748164,"score_gpt":0.23895403562937,"score_spread":0.2331823611686218,"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."}}