{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"06a6b0d615c1","filters":{"venue":"Photonic Sensors"}},"results":[{"id":"W3097429978","doi":"10.1007/s13320-020-0607-0","title":"A Novel All-Optical Sensor Design Based on a Tunable Resonant Nanocavity in Photonic Crystal Microstructure Applicable in MEMS Accelerometers","year":2020,"lang":"en","type":"article","venue":"Photonic Sensors","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":61,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of British Columbia","keywords":"Plane wave expansion; Photonic crystal; Microelectromechanical systems; Finite-difference time-domain method; Resonator; Materials science; Wavelength; Optics; Photonics; Accelerometer; Proof mass; Plane wave expansion method; Optoelectronics; Resistive touchscreen; Physics; Engineering; Electrical engineering","authors":[{"name":"Mojtaba Hosseinzadeh Sani","is_ca":false},{"name":"Hamed Saghaei","is_ca":false},{"name":"Mohammad Amin Mehranpour","is_ca":false},{"name":"Afsaneh Asgariyan Tabrizi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02905691138757382,"gpt":0.230482321183911,"spread":0.2014254097963372,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001183591,0.0002114275,0.0002817503,0.0001226701,0.000166092,0.0002881443,0.0008748444,0.0003959005,0.0003699019],"category_scores_gemma":[0.0001551178,0.0002234816,0.0002352556,0.0001272405,0.0002333994,0.0003176214,0.0001917291,0.0001725173,0.0001617721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005896647,"about_ca_system_score_gemma":0.0004958943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00124807,"about_ca_topic_score_gemma":0.002649116,"domain_scores_codex":[0.9998528,0.00001194388,0.000007152342,0.00004695887,0.00006593539,0.00001525689],"domain_scores_gemma":[0.9998772,0.00001569894,0.00004104915,0.0000129754,0.00004163177,0.00001145684],"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":[0.0000241244,0.00002245523,0.0002721493,0.00005427011,0.000009211899,0.00005585198,0.00001478394,0.001640753,0.9931875,0.001270712,0.0001566197,0.003291558],"study_design_scores_gemma":[0.00004072133,0.0002611433,0.002246809,0.00001174778,0.00003864437,0.0003092143,0.00003212028,0.1737233,0.8178488,0.000355362,0.005095063,0.0000371669],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7318138,0.001575652,0.2562071,0.0005764329,0.0003093036,0.0001662112,0.0002856297,0.0009687244,0.008097207],"genre_scores_gemma":[0.818669,0.0002676209,0.1789599,0.00007824781,0.00002496511,0.00006568021,0.00005552327,0.00002431867,0.001854756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00124807,"threshold_uncertainty_score":0.004278362,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2030125125","doi":"10.1007/s13320-011-0026-3","title":"Recent progress in optical fiber sensors based on Brillouin scattering at university of Ottawa","year":2011,"lang":"en","type":"article","venue":"Photonic Sensors","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":44,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Ottawa","funders":"","keywords":"Brillouin scattering; Brillouin zone; Optics; Distributed acoustic sensing; Materials science; Image resolution; Fiber optic sensor; Optical fiber; Optical time-domain reflectometer; Fiber Bragg grating; Polarization-maintaining optical fiber; Physics","authors":[{"name":"Xiaoyi Bao","is_ca":true},{"name":"Liang Chen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01682782447518772,"gpt":0.2121154689695212,"spread":0.1952876444943335,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001264383,0.0004851031,0.0001983793,0.001195411,0.00108254,0.001216082,0.001025496,0.0006100601,0.003743573],"category_scores_gemma":[0.001244566,0.0003406535,0.0001898826,0.00129255,0.00109148,0.001321666,0.0007085901,0.0006962094,0.0008620691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008049014,"about_ca_system_score_gemma":0.005965803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2469999,"about_ca_topic_score_gemma":0.4192837,"domain_scores_codex":[0.9989147,0.0000841765,0.00006071899,0.0002382076,0.0005694836,0.0001327907],"domain_scores_gemma":[0.9974432,0.0002127718,0.0002090312,0.0001207707,0.001763222,0.0002510026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000816425,0.0001888407,0.03635382,0.002221754,0.000103651,0.0003397187,0.00277149,0.003615267,0.4243384,0.02130461,0.0139262,0.4940199],"study_design_scores_gemma":[0.00002792546,0.0004847616,0.06866656,0.0004409126,0.000187085,0.0006093426,0.001416402,0.01067216,0.4086761,0.001793774,0.5067757,0.0002492114],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.5769335,0.1510704,0.08559828,0.01742618,0.001671262,0.000321949,0.002077492,0.001464812,0.1634361],"genre_scores_gemma":[0.7674118,0.06554827,0.07583476,0.0009078355,0.0002064154,0.00009901587,0.0009997158,0.00009892195,0.08889329],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.2469999,"threshold_uncertainty_score":0.4911245,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2428250579","doi":"10.1007/s13320-016-0334-8","title":"Study of Ф-OTDR stability for dynamic strain measurement in piezoelectric vibration","year":2016,"lang":"en","type":"article","venue":"Photonic Sensors","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Reflectometry; Materials science; Lead zirconate titanate; Optical time-domain reflectometer; Optics; Piezoelectricity; Vibration; Acoustics; Harmonics; Rayleigh scattering; Physics; Fiber optic sensor; Time domain; Voltage; Optical fiber; Dielectric; Optoelectronics; Computer science; Polarization-maintaining optical fiber","authors":[{"name":"Meiqi Ren","is_ca":true},{"name":"Ping Lü","is_ca":true},{"name":"Liang Chen","is_ca":true},{"name":"Xiaoyi Bao","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03031578284132209,"gpt":0.2507527592073188,"spread":0.2204369763659967,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001482132,0.0002929528,0.0002599457,0.0004596907,0.0002293975,0.0003210097,0.0005493452,0.0004601403,0.0006067875],"category_scores_gemma":[0.004299139,0.000201732,0.000198653,0.0005198427,0.0004563494,0.0004855236,0.0003436835,0.0003974341,0.0001850127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003162822,"about_ca_system_score_gemma":0.0002422264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001078699,"about_ca_topic_score_gemma":0.0008251935,"domain_scores_codex":[0.9985747,0.0002467984,0.00004987977,0.0003391399,0.0007072292,0.0000822697],"domain_scores_gemma":[0.9968494,0.001609145,0.0004512861,0.0003329768,0.000698601,0.0000585747],"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":[0.0002441588,0.0000493216,0.003398298,0.00008265273,0.00002567323,0.0001018336,0.0001922194,0.005007157,0.9655228,0.0006210968,0.00009597326,0.02465884],"study_design_scores_gemma":[0.000009998153,0.0003443273,0.01067268,0.000009676321,0.00002678034,0.0002273335,0.00006941616,0.1545957,0.833304,0.0001637837,0.0005406851,0.00003560383],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8973734,0.0005367966,0.1005307,0.00007472657,0.00003622384,0.00003006546,0.00006541386,0.0001935533,0.001159046],"genre_scores_gemma":[0.9904048,0.00009616181,0.009117108,0.00001286131,0.000006858975,0.00001699072,0.00003240276,0.00001923095,0.0002935997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001482132,"threshold_uncertainty_score":0.007838368,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2994266373","doi":"10.1007/s13320-019-0576-3","title":"Design of a Plasmonic Platform to Improve the SERS Sensitivity for Molecular Detection","year":2019,"lang":"en","type":"article","venue":"Photonic Sensors","topic":"Gold and Silver Nanoparticles Synthesis and Applications","field":"Materials Science","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut National de la Recherche Scientifique; Université de Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds Québécois de la Recherche sur la Nature et les Technologies; Fonds de recherche du Québec – Nature et technologies; CMC Microsystems","keywords":"Plasmon; Multiphysics; Raman spectroscopy; Materials science; Sensitivity (control systems); Polarization (electrochemistry); Surface-enhanced Raman spectroscopy; Stacking; Nanotechnology; Optoelectronics; Optics; Finite element method; Electronic engineering; Raman scattering; Engineering; Physics; Chemistry","authors":[{"name":"Chahinez Dab","is_ca":true},{"name":"Reji Thomas","is_ca":false},{"name":"Andreas Ruëdiger","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01585655479448603,"gpt":0.2333993557680425,"spread":0.2175428009735564,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002147088,0.0005573228,0.0003141084,0.0002814767,0.0002189751,0.000406408,0.0006233125,0.0006317213,0.0006836027],"category_scores_gemma":[0.0002798497,0.0003433661,0.0002876069,0.0001627814,0.0002465209,0.0003032543,0.000337914,0.000390037,0.0005472401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003460536,"about_ca_system_score_gemma":0.000495918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004419054,"about_ca_topic_score_gemma":0.0005765554,"domain_scores_codex":[0.9998434,0.00001888394,0.00000874934,0.00004459289,0.00005403176,0.00003045301],"domain_scores_gemma":[0.9998552,0.00002397867,0.00002645287,0.00001743443,0.000056944,0.0000200225],"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":[0.00002959129,0.00004328501,0.00008745455,0.00006446127,0.000007223752,0.00006650254,0.00001265045,0.002420604,0.992902,0.0005789552,0.00007598445,0.003711201],"study_design_scores_gemma":[0.00002852202,0.000266153,0.0003379548,0.000005032535,0.00001683003,0.0001316789,0.00001051019,0.02941702,0.967311,0.0001857985,0.002277449,0.00001211914],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7315824,0.001025996,0.2598963,0.0004489206,0.0002268826,0.0003875798,0.0001643014,0.001048301,0.005219278],"genre_scores_gemma":[0.8098054,0.0002983475,0.1871697,0.0001025082,0.00001905236,0.0001408911,0.00009961193,0.00004901895,0.002315513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006836027,"threshold_uncertainty_score":0.002510786,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1502455430","doi":"10.1007/s13320-015-0249-9","title":"Dispersion effects of high-order-mode fiber on temperature and axial strain discrimination","year":2015,"lang":"en","type":"article","venue":"Photonic Sensors","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada; University of Ottawa","funders":"Ontario Ministry of Research and Innovation; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; University of Ottawa","keywords":"Interferometry; Materials science; Dispersion (optics); Fiber; Demodulation; Optics; Modal; Fourier transform; Core (optical fiber); Coupling (piping); Phase (matter); Physics; Engineering; Composite material; Telecommunications","authors":[{"name":"Yanping Xu","is_ca":true},{"name":"Ping Lü","is_ca":true},{"name":"Jia Song","is_ca":true},{"name":"Liang Chen","is_ca":true},{"name":"Xiaoyi Bao","is_ca":true},{"name":"Xiaopeng Dong","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008136230345297979,"gpt":0.2290724151160659,"spread":0.2209361847707679,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003865204,0.0004248792,0.0002055883,0.000282915,0.0001924999,0.0002013523,0.0003437421,0.0003420871,0.0003485996],"category_scores_gemma":[0.000725183,0.0002345317,0.0001529097,0.0001868155,0.0005362314,0.0005912852,0.0003301609,0.0003364556,0.00009535933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003323317,"about_ca_system_score_gemma":0.0001933447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000479997,"about_ca_topic_score_gemma":0.001297632,"domain_scores_codex":[0.9996952,0.0000426755,0.00001117237,0.00006691687,0.0001527033,0.00003136131],"domain_scores_gemma":[0.9993004,0.0003783102,0.0001352045,0.00005917068,0.00009597088,0.00003088474],"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":[0.00006813495,0.00001401605,0.0006818045,0.00002408664,0.000003745736,0.00003433154,0.00003336755,0.0003978013,0.9923378,0.0002488763,0.00001180246,0.006144327],"study_design_scores_gemma":[0.00000489392,0.00008246378,0.002486153,0.000003128529,0.000008194914,0.0001403718,0.000009774934,0.00840805,0.9884903,0.0001036217,0.0002535136,0.000009326124],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9637361,0.0006794747,0.03399981,0.00006499246,0.00002713687,0.00001386517,0.00003029258,0.0001071295,0.001341225],"genre_scores_gemma":[0.9835886,0.0003074841,0.01558633,0.00002040128,0.00001344026,0.00001026622,0.00001779732,0.000008262679,0.0004474328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000479997,"threshold_uncertainty_score":0.002411187,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415537477","doi":"10.1007/s13320-025-0774-0","title":"High-Sensitivity Microbend Sensor Based on Light Cones in Coreless Fiber","year":2025,"lang":"en","type":"article","venue":"Photonic Sensors","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Basic and Applied Basic Research Foundation of Guangdong Province; Fundamental Research Funds for the Central Universities; National Natural Science Foundation of China","keywords":"Multi-mode optical fiber; Curvature; Transmission (telecommunications); Sensitivity (control systems); Bending; Optical fiber; Fiber","authors":[{"name":"Junhua Huang","is_ca":false},{"name":"Ya Han","is_ca":false},{"name":"Lei Chen","is_ca":false},{"name":"Zhong Yu","is_ca":false},{"name":"Feifan Huang","is_ca":false},{"name":"K-Y Chou","is_ca":true},{"name":"Linwei Huang","is_ca":false},{"name":"Gui‐Shi Liu","is_ca":false},{"name":"Yaofei Chen","is_ca":false},{"name":"Zhe Chen","is_ca":false},{"name":"Yunhan Luo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00628121644481112,"gpt":0.2169164896601715,"spread":0.2106352732153604,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004113214,0.000552161,0.0004608382,0.0003257469,0.0002357624,0.000446195,0.0008907201,0.0005531288,0.000459238],"category_scores_gemma":[0.0003873186,0.0002793409,0.0001529367,0.000214084,0.0003812835,0.0008499985,0.0003967457,0.0004104461,0.000240307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003964822,"about_ca_system_score_gemma":0.0002648247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001079065,"about_ca_topic_score_gemma":0.00173001,"domain_scores_codex":[0.9995831,0.00005570971,0.00001178666,0.0001312905,0.0001828446,0.00003532342],"domain_scores_gemma":[0.9995863,0.0001023031,0.00007677208,0.00004880303,0.0001372285,0.00004863479],"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":[0.00008548373,0.00005818797,0.0006806409,0.00004975804,0.000007189049,0.0001185996,0.00007665322,0.00145937,0.9909236,0.0009215705,0.0001539719,0.005464933],"study_design_scores_gemma":[0.00001333343,0.000332522,0.001633142,0.00001009437,0.00001341896,0.0001258599,0.00006460752,0.08096445,0.9155003,0.000261344,0.001037325,0.00004363059],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8882575,0.0003821266,0.1081142,0.0001002676,0.0001027417,0.00007306507,0.000219297,0.0008044083,0.001946426],"genre_scores_gemma":[0.9376072,0.0001600688,0.0608063,0.00005612698,0.00001318228,0.00002463545,0.00006884925,0.00001945708,0.001244113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001079065,"threshold_uncertainty_score":0.002876639,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}