{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":19,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":19,"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"},"query_hash":"f65d4a6827b9","filters":{"venue":"IET Optoelectronics"}},"results":[{"id":"W2727434010","doi":"10.1049/iet-opt.2016.0132","title":"Use of Gaussian beam divergence to compensate for misalignment of underwater wireless optical communication links","year":2017,"lang":"en","type":"article","venue":"IET Optoelectronics","topic":"Optical Wireless Communication Technologies","field":"Engineering","cited_by":27,"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":"","keywords":"Beam divergence; Underwater; Offset (computer science); Optical wireless; Bandwidth (computing); Optics; Transmitter; Monte Carlo method; Gaussian; Optical power; Gaussian beam; Collimated light; Divergence (linguistics); Channel (broadcasting); Optical communication; Transmission (telecommunications); Computer science; Physics; Wireless; Beam (structure); Beam diameter; Telecommunications; Laser; Geology; Laser beams; Mathematics; Statistics","retraction":null,"screen_n_in":null,"score":{"opus":0.03978767979233959,"gpt":0.2804583777295896,"spread":0.24067069793725,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001884151,0.000163753,0.0003228284,0.00006953217,0.0001549349,0.00005956931,0.001326324,0.0002294834,0.000007051892],"category_scores_gemma":[0.0001257303,0.0001644509,0.00008462106,0.00007408974,0.0002409172,0.0001803887,0.0003957131,0.0003189357,0.000006686571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001174728,"about_ca_system_score_gemma":0.00002956879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002650883,"about_ca_topic_score_gemma":0.00004975453,"domain_scores_codex":[0.9988942,0.00001910784,0.0004153606,0.0001589086,0.0001742092,0.0003382318],"domain_scores_gemma":[0.9975048,0.0002195951,0.0001362773,0.00192844,0.0001425247,0.00006835041],"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":[0.0002804174,0.000692893,0.003610892,0.0007275098,0.0006792163,0.000001188465,0.0009974847,0.07916976,0.4316361,0.3991386,0.001730305,0.08133557],"study_design_scores_gemma":[0.0003981295,0.0002967391,0.002420348,0.0001380777,0.00003837966,0.00000114762,0.0000777013,0.06953913,0.9203258,0.002403063,0.004050615,0.0003108365],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9412891,0.0003792935,0.05519281,0.001674827,0.00008861932,0.0006427857,0.0000494846,0.0002304763,0.0004525927],"genre_scores_gemma":[0.9595936,0.000995295,0.03922741,0.00002046317,0.000006272382,0.00006819533,0.00002181234,0.00003365005,0.00003332684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4886897,"threshold_uncertainty_score":0.6706113,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2884154287","doi":"10.1049/iet-opt.2018.5067","title":"Mid‐infrared suspended waveguide platform and building blocks","year":2018,"lang":"en","type":"article","venue":"IET Optoelectronics","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada","funders":"Secretaría de Estado de Investigación, Desarrollo e Innovación; Engineering and Physical Sciences Research Council; Ministerio de Economía y Competitividad; Ministerio de Educación, Cultura y Deporte; Universidad de Málaga","keywords":"Cladding (metalworking); Wavelength; Fabrication; Lithography; Materials science; Optoelectronics; Infrared; Metamaterial; Silicon; Optics; Waveguide; Photolithography; Computer science; Silicon photonics; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.008842942392087506,"gpt":0.2316531366264184,"spread":0.2228101942343309,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001330118,0.0001918259,0.0001963504,0.00005755945,0.0001042914,0.00006699936,0.0001756881,0.0001357024,0.000204562],"category_scores_gemma":[0.0000265006,0.0001863045,0.00004326427,0.0001612842,0.00008865519,0.0001636033,0.0000545583,0.0002618456,0.00003741547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001158471,"about_ca_system_score_gemma":0.00004320277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008130345,"about_ca_topic_score_gemma":0.00003812672,"domain_scores_codex":[0.9988227,0.000005369312,0.0002051935,0.0002130085,0.000149013,0.0006047108],"domain_scores_gemma":[0.9995197,0.0000547691,0.00002180537,0.0002233644,0.00004303028,0.0001373297],"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":[0.0004088684,0.0002601741,0.0009932984,0.0007883253,0.001672435,0.000119531,0.00478762,0.003415066,0.5107084,0.3399131,0.02582221,0.111111],"study_design_scores_gemma":[0.0009486708,0.0003488394,0.0002292213,0.00006055659,0.00005990777,0.00006918893,0.00008590506,0.3808085,0.4549513,0.01862406,0.1431637,0.0006501919],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8518421,0.002345101,0.001885903,0.0000566956,0.0003217331,0.0001582236,0.000005337791,0.0004283489,0.1429565],"genre_scores_gemma":[0.9955642,0.0004193455,0.003274298,0.00009774241,0.0001785574,0.000008961185,0.000005764254,0.00003811309,0.0004130301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3773934,"threshold_uncertainty_score":0.7597278,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3136517886","doi":"10.1049/ote2.12036","title":"Absorption enhanced thin‐film solar cells using fractal nano‐structures","year":2021,"lang":"en","type":"article","venue":"IET Optoelectronics","topic":"Thin-Film Transistor Technologies","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Materials science; Surface plasmon; Fractal; Wavelength; Optoelectronics; Optics; Surface plasmon polariton; Absorption (acoustics); Solar cell; Plasmon; Silicon; Absorptance; Plasmonic solar cell; Ray; Nano-; Short circuit; Thin film; Nanotechnology; Monocrystalline silicon; Physics; Reflectivity","retraction":null,"screen_n_in":null,"score":{"opus":0.007235190183876841,"gpt":0.2109867196328112,"spread":0.2037515294489343,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008296225,0.0002896308,0.0002795964,0.0001067969,0.0001189372,0.00007871652,0.0002739375,0.0003539417,0.0001131679],"category_scores_gemma":[0.00003148316,0.0003261701,0.0001304006,0.0003671051,0.00005235488,0.0002329387,0.00004227088,0.0006701467,0.00003536744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004629186,"about_ca_system_score_gemma":0.0001290347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001267412,"about_ca_topic_score_gemma":0.00006138154,"domain_scores_codex":[0.9984931,0.00002720878,0.0002701163,0.0003287736,0.000249374,0.000631479],"domain_scores_gemma":[0.9993175,0.00003582762,0.00004830018,0.0004679847,0.00007481587,0.00005552595],"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":[0.000006355445,0.00001410961,0.000004406473,0.00005056288,0.00006269445,0.00001246056,0.0002047843,0.122616,0.8742912,0.0005130965,0.0003660013,0.001858339],"study_design_scores_gemma":[0.0002321167,0.00003621288,0.00003151378,0.0000217124,0.00003833781,0.00003242545,0.0001091425,0.04740508,0.9437315,0.001578154,0.006436797,0.0003469491],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9417937,0.004107708,0.050505,0.00005685609,0.001012865,0.0001402059,0.0000203941,0.001534637,0.0008286579],"genre_scores_gemma":[0.9860733,0.0008169646,0.01277097,0.0000483046,0.00008791457,0.00000855228,0.00002535299,0.00008377545,0.00008492823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07521088,"threshold_uncertainty_score":0.9999191,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2994736422","doi":"10.1049/iet-opt.2019.0057","title":"Integrated polarisation handling devices","year":2019,"lang":"en","type":"article","venue":"IET Optoelectronics","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Engineering and Physical Sciences Research Council; McGill University","keywords":"Electronic circuit; Photonic integrated circuit; Transceiver; Photonics; Computer science; Beam splitter; Electronic engineering; Indium phosphide; Multiplexing; Optoelectronics; Materials science; Electrical engineering; Optics; Engineering; Physics; CMOS","retraction":null,"screen_n_in":null,"score":{"opus":0.00508003209721127,"gpt":0.2018334374703502,"spread":0.1967534053731389,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001041262,0.0001301624,0.0001446696,0.00004760512,0.0000315939,0.00005588232,0.00014054,0.0001005398,0.0001858876],"category_scores_gemma":[0.00001009205,0.0001200158,0.00004462893,0.0001920681,0.00001094276,0.0001824021,0.00001368006,0.0002736512,0.0004195741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001268016,"about_ca_system_score_gemma":0.00004843194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001700576,"about_ca_topic_score_gemma":0.00005136667,"domain_scores_codex":[0.9992316,0.00001093412,0.0001515678,0.0001400327,0.0001211212,0.0003447919],"domain_scores_gemma":[0.9996911,0.00004296,0.00001846492,0.0001608352,0.00003272773,0.00005390468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002145487,0.0003253517,0.03859801,0.001473417,0.00142073,0.00002141265,0.002857593,0.236943,0.3773817,0.2179801,0.003674592,0.1191096],"study_design_scores_gemma":[0.0004160186,0.000110314,0.001665205,0.00005195987,0.00002759089,0.00000633837,0.0001084383,0.8503628,0.02924433,0.0007462489,0.116898,0.0003628024],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.950408,0.002454819,0.003897928,0.00004551962,0.0003681213,0.000163071,0.00000699276,0.0004278115,0.04222777],"genre_scores_gemma":[0.9984993,0.0001645516,0.0008922234,0.00009185199,0.00003784688,0.000006170475,0.00003875742,0.00002719957,0.0002420466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6134198,"threshold_uncertainty_score":0.5392917,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3012426173","doi":"10.1049/iet-opt.2019.0077","title":"Integration of periodic, sub‐wavelength structures in silicon‐on‐insulator photonic device design","year":2020,"lang":"en","type":"article","venue":"IET Optoelectronics","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa; McGill University","funders":"CMC Microsystems; Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Nanophotonics; Silicon on insulator; Photonics; Optoelectronics; Wavelength; Silicon photonics; Materials science; Broadband; Lithography; Optics; Silicon; Integration platform; Dispersion (optics); Computer science; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.01818611855815257,"gpt":0.2320385749335248,"spread":0.2138524563753722,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001246338,0.000233381,0.0003264594,0.00007388701,0.00002924477,0.00002926219,0.000240991,0.0001474184,0.00005025264],"category_scores_gemma":[0.00008463273,0.0002194629,0.00007342229,0.0003747926,0.00004074783,0.0000948757,0.00002047283,0.000466931,0.00002083463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001512036,"about_ca_system_score_gemma":0.0001243493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001196709,"about_ca_topic_score_gemma":0.00004656876,"domain_scores_codex":[0.9987704,0.00004513009,0.0003471187,0.0002473984,0.0001795218,0.0004104042],"domain_scores_gemma":[0.9994866,0.0001192847,0.00004753116,0.0001917493,0.00003921728,0.0001156028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003595861,0.0001154687,0.0001518058,0.0004294576,0.0001820717,0.0000185778,0.003380772,0.1759022,0.7587913,0.03246804,0.0002656613,0.02793508],"study_design_scores_gemma":[0.0004266453,0.0002831686,0.0006946863,0.00003028965,0.00001587763,0.000002067449,0.00008099835,0.5362175,0.4608267,0.0005123022,0.0006990855,0.0002106225],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923643,0.001418967,0.004321693,0.0001059207,0.00008650437,0.0003275501,0.00001190213,0.0001546326,0.001208553],"genre_scores_gemma":[0.997407,0.0004473657,0.00176414,0.0002674582,0.00003682982,0.00002150987,0.00001235085,0.00004007302,0.000003282507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3603154,"threshold_uncertainty_score":0.8949439,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2087198445","doi":"10.1049/iet-opt.2010.0114","title":"Power and scalability analysis of multi-plane optical interconnection networks","year":2012,"lang":"en","type":"article","venue":"IET Optoelectronics","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Scalability; Interconnection; Computer science; Network packet; Optical switch; Backplane; Energy consumption; Forwarding plane; Electronic engineering; Computer network; Engineering; Computer hardware; Electrical engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.006367318417346309,"gpt":0.2293330493665087,"spread":0.2229657309491624,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002396509,0.0001174489,0.0002636834,0.00008052346,0.00002228002,0.00001318369,0.00006988827,0.0001203293,0.00008960477],"category_scores_gemma":[0.00002996123,0.0001083218,0.00008227359,0.0003601895,0.00005560482,0.0001323851,0.00002581306,0.0002173342,0.000003731021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007028037,"about_ca_system_score_gemma":0.000007229719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008068482,"about_ca_topic_score_gemma":0.00003988286,"domain_scores_codex":[0.9991888,0.00001866386,0.0002059681,0.0001212487,0.00008445748,0.0003808049],"domain_scores_gemma":[0.999563,0.0001036966,0.00002133492,0.0001669094,0.00002642294,0.0001186026],"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":[0.000422027,0.002202425,0.2961516,0.0006476814,0.01532063,0.000006421667,0.00387904,0.5057454,0.02964137,0.09744035,0.0005273491,0.04801577],"study_design_scores_gemma":[0.0001883349,0.00007040083,0.05085993,0.000006539442,0.0003651615,0.000003587482,0.00004238521,0.9449149,0.002769097,0.00002564443,0.0005936846,0.0001603799],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9522707,0.003038761,0.04226779,0.00001327508,0.0001590578,0.00007682201,0.000005667393,0.0000883941,0.002079517],"genre_scores_gemma":[0.9986854,0.000239735,0.0009918386,0.00001812324,0.00002319544,0.000005406032,0.00001422885,0.00001241078,0.000009705011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4391695,"threshold_uncertainty_score":0.4417236,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4206250921","doi":"10.1049/ote2.12064","title":"Optimal power allocation in nonlinear MDM‐WDM systems using Gaussian noise model","year":2022,"lang":"en","type":"article","venue":"IET Optoelectronics","topic":"Optical Network Technologies","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Wavelength-division multiplexing; Multiplexing; Electronic engineering; Transmission (telecommunications); Channel (broadcasting); Maximization; Nonlinear system; Noise (video); Computer science; Mathematical optimization; Engineering; Telecommunications; Physics; Mathematics; Optics; Wavelength","retraction":null,"screen_n_in":null,"score":{"opus":0.01038801508762759,"gpt":0.2262129522133668,"spread":0.2158249371257392,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002333411,0.0002051913,0.0002332023,0.0001761658,0.0001017635,0.00004907694,0.0003460578,0.0001317063,0.00001947542],"category_scores_gemma":[0.0000175361,0.0002408576,0.00005184313,0.0005670298,0.00003174637,0.0001428425,0.0001433125,0.0007647685,0.000009330851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009382578,"about_ca_system_score_gemma":0.00009861904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001781178,"about_ca_topic_score_gemma":0.00001141349,"domain_scores_codex":[0.9984726,0.00002955262,0.0003134148,0.0002573392,0.0002672044,0.0006598482],"domain_scores_gemma":[0.9994989,0.00002749218,0.00003573381,0.0003626754,0.00002489609,0.00005027747],"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":[0.00001171809,0.00003500796,0.00007644128,0.00001971969,0.00001968148,0.000007038873,0.00007739916,0.9908348,0.00257851,0.005942164,0.0001857821,0.0002117609],"study_design_scores_gemma":[0.0002424111,0.00009194481,0.00001679896,0.0000135678,0.00001133586,0.00001917596,0.0001827389,0.9976773,0.0003387733,0.0001380342,0.001003118,0.0002647629],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9662517,0.002058789,0.02900539,0.0001173084,0.0003131561,0.0003384925,0.00001658352,0.0007639655,0.0011346],"genre_scores_gemma":[0.9748566,0.0001038838,0.02476135,0.00002040643,0.0000374185,0.00007627581,0.0000196455,0.00007232837,0.00005205478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00860492,"threshold_uncertainty_score":0.9821889,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4294363478","doi":"10.1049/ote2.12079","title":"Optimal power allocation in serial relay‐assisted underwater wireless optical communication systems","year":2022,"lang":"en","type":"article","venue":"IET Optoelectronics","topic":"Optical Wireless Communication Technologies","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Relay; Wireless; Underwater; Computer science; Power (physics); Optical wireless; Computer network; Telecommunications; Electronic engineering; Engineering; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.01052428813557387,"gpt":0.2243821562887445,"spread":0.2138578681531706,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005038864,0.0002362732,0.0003028696,0.0002184508,0.0002284092,0.0001035429,0.001049126,0.0002007681,0.0000634426],"category_scores_gemma":[0.00003513976,0.0002751241,0.00006350215,0.0006571106,0.0001075124,0.0002169393,0.0004478828,0.001228675,0.00003153211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001218358,"about_ca_system_score_gemma":0.00008520314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002753707,"about_ca_topic_score_gemma":0.00004006877,"domain_scores_codex":[0.9980836,0.0001990863,0.0005423028,0.0002642944,0.00035164,0.0005590789],"domain_scores_gemma":[0.9985024,0.0001613722,0.00007203701,0.001141543,0.00006298551,0.00005967991],"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":[0.0000692788,0.0002234018,0.0001195456,0.00002984819,0.00007267767,0.000004730299,0.0003454629,0.90101,0.008684644,0.08643259,0.0006220916,0.002385723],"study_design_scores_gemma":[0.001409144,0.0003625999,0.0008334981,0.00004620464,0.00002526565,0.00006711498,0.002108739,0.9712562,0.007613228,0.0004695377,0.01503348,0.0007750031],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985458,0.002875016,0.005729268,0.001042895,0.0003255593,0.0005286248,0.00001414699,0.00123449,0.002792059],"genre_scores_gemma":[0.9946486,0.0006170651,0.003908278,0.00002769024,0.00001380512,0.0004774528,0.0001503541,0.00007324894,0.0000834703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08596306,"threshold_uncertainty_score":0.9999701,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2063673370","doi":"10.1049/iet-opt:20070027","title":"Broadly tuneable, short external cavity diode laser for optical coherence tomography","year":2008,"lang":"en","type":"article","venue":"IET Optoelectronics","topic":"Optical Coherence Tomography Applications","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; U.S. Department of Energy","keywords":"Optical coherence tomography; Laser; Materials science; Optics; Superluminescent diode; Diode; Coherence (philosophical gambling strategy); Resolution (logic); Optoelectronics; Laser diode; Time domain; Optical tomography; Physics; Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.01517769163815051,"gpt":0.240168505711251,"spread":0.2249908140731005,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001562837,0.0003279026,0.0003245323,0.0001266348,0.0002222707,0.00005686732,0.0004645215,0.0002083747,0.00006329481],"category_scores_gemma":[0.00002893973,0.000350973,0.0002637088,0.0006742377,0.0002087185,0.0002184423,0.0000385026,0.0005069174,0.00004395831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001160461,"about_ca_system_score_gemma":0.00009411854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001129844,"about_ca_topic_score_gemma":0.00004330784,"domain_scores_codex":[0.9979258,0.00001463071,0.0003642018,0.0004228472,0.0003231264,0.0009493852],"domain_scores_gemma":[0.9988549,0.0001670847,0.00002601145,0.0005402907,0.0001362252,0.0002754505],"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":[0.001002428,0.004062498,0.09339639,0.001320784,0.002605658,0.0001957857,0.001459126,0.1734929,0.3179621,0.1735957,0.07312673,0.1577798],"study_design_scores_gemma":[0.004360683,0.002748621,0.05806192,0.000218274,0.0006700456,0.0006009688,0.000105721,0.3513213,0.4543473,0.02385689,0.09779923,0.005909071],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8062861,0.001258685,0.1827013,0.00009245672,0.0002000953,0.001034825,0.00009044891,0.0008882954,0.007447807],"genre_scores_gemma":[0.9716254,0.0002564628,0.02704288,0.00006030012,0.000139336,0.0006456149,0.00003575432,0.00007042451,0.00012376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1778284,"threshold_uncertainty_score":0.9998942,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2884498739","doi":"10.1049/iet-opt.2018.5041","title":"Extensive simulation of fibre non‐linearity mitigation in a CO‐OFDM‐WDM long‐haul communication system","year":2018,"lang":"en","type":"article","venue":"IET Optoelectronics","topic":"Optical Network Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Equaliser; Orthogonal frequency-division multiplexing; Wavelength-division multiplexing; Bit error rate; Electronic engineering; Computer science; Transmission (telecommunications); Context (archaeology); Telecommunications; Engineering; Wavelength; Optics; Channel (broadcasting); Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.007117895060415155,"gpt":0.25272083911733,"spread":0.2456029440569148,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002333351,0.0001521102,0.0002476237,0.0001180961,0.00005087424,0.0000226214,0.0002553797,0.0002448291,0.000006685479],"category_scores_gemma":[0.00008994618,0.0001685706,0.00004482278,0.0004531931,0.0001335329,0.0001727747,0.00004945647,0.0003420562,0.00002787403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003391953,"about_ca_system_score_gemma":0.00003611026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001645813,"about_ca_topic_score_gemma":0.0001189952,"domain_scores_codex":[0.9989253,0.00004166145,0.0003753036,0.0001645998,0.0001659023,0.0003272404],"domain_scores_gemma":[0.9989885,0.000164741,0.00008211137,0.0005220594,0.0002122627,0.00003029646],"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":[0.00005323474,0.0000608989,0.001870379,0.000310638,0.00006021557,0.000002863437,0.0004009342,0.9779515,0.00378794,0.00591376,0.0003858642,0.009201776],"study_design_scores_gemma":[0.0003194422,0.0001644666,0.002869673,0.0001598201,0.00001432448,0.000003156779,0.0001207755,0.9751761,0.02030435,0.0004843263,0.000224671,0.0001588835],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9666592,0.0006791805,0.03028678,0.00006993188,0.0001001082,0.0003799361,0.000007789342,0.0004914398,0.001325564],"genre_scores_gemma":[0.9949265,0.0000950904,0.004809188,0.00001041192,0.00005043949,0.0000193427,0.00004883058,0.00003030833,0.000009893269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02826722,"threshold_uncertainty_score":0.6874108,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2548621166","doi":"10.1049/iet-opt.2016.0055","title":"Optimised THz photoconductive devices based on low‐temperature grown III–V compound semiconductors incorporating distributed Bragg reflectors","year":2016,"lang":"en","type":"article","venue":"IET Optoelectronics","topic":"Semiconductor Quantum Structures and Devices","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Terahertz Technology Solutions (Canada)","funders":"Engineering and Physical Sciences Research Council; China Scholarship Council","keywords":"Materials science; Compound semiconductor; Optoelectronics; Photoconductivity; Semiconductor; Terahertz radiation; Nanotechnology; Epitaxy; Layer (electronics)","retraction":null,"screen_n_in":null,"score":{"opus":0.01025252184004765,"gpt":0.2550093122941434,"spread":0.2447567904540957,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002548077,0.0007669757,0.0006979611,0.000176543,0.0004736089,0.0002566866,0.0006418948,0.0002548894,0.0008869462],"category_scores_gemma":[0.00003045248,0.0005333281,0.0003255645,0.0006121593,0.000207266,0.0005671844,0.00008693014,0.0007267396,0.00003424551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003296314,"about_ca_system_score_gemma":0.0005467349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001826117,"about_ca_topic_score_gemma":0.00002752795,"domain_scores_codex":[0.9965811,0.0001875947,0.0006548381,0.001012681,0.0005126633,0.00105116],"domain_scores_gemma":[0.9976522,0.0004339086,0.0005832814,0.0007771566,0.0002594555,0.0002939948],"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":[0.0005380296,0.0003790694,0.009118255,0.00006470329,0.0005063066,0.0000154825,0.0003352381,0.00268376,0.9623115,0.01890363,0.003970904,0.001173114],"study_design_scores_gemma":[0.006948464,0.0009465301,0.001059092,0.0005383063,0.0001840322,0.00001260372,0.0009444099,0.004616632,0.9654803,0.01146851,0.00564801,0.002153062],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995223,0.0001339355,0.0005292288,0.0003880905,0.0005519564,0.0009132443,0.000505983,0.0001987275,0.001555837],"genre_scores_gemma":[0.9975365,0.000004559244,0.000404234,0.0004540456,0.0006482,0.0001372052,0.0005887292,0.0001012669,0.0001252792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008059164,"threshold_uncertainty_score":0.9997118,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1978985777","doi":"10.1049/iet-opt.2013.0057","title":"Efficient terahertz devices based on III–V semiconductor photoconductors","year":2014,"lang":"en","type":"article","venue":"IET Optoelectronics","topic":"Terahertz technology and applications","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Terahertz Technology Solutions (Canada)","funders":"Engineering and Physical Sciences Research Council","keywords":"Terahertz radiation; Optoelectronics; Semiconductor; Materials science","retraction":null,"screen_n_in":null,"score":{"opus":0.004972379952692442,"gpt":0.2088632809475858,"spread":0.2038909009948933,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001173672,0.0002177545,0.0001804897,0.0001118255,0.0001056193,0.00002845731,0.0002970703,0.0001833616,0.0001246899],"category_scores_gemma":[0.00001279089,0.0002091721,0.00006762967,0.000251437,0.00005003952,0.00002814466,0.00001489492,0.0003965581,0.0001258388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001246473,"about_ca_system_score_gemma":0.0000315744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004200153,"about_ca_topic_score_gemma":0.00002065246,"domain_scores_codex":[0.9989586,0.00002018615,0.0001943245,0.0002629502,0.000124802,0.0004390823],"domain_scores_gemma":[0.9992998,0.00008701078,0.00003455626,0.0004857723,0.00002470399,0.00006813484],"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":[0.00007360684,0.0005772652,0.001167673,0.0001570886,0.0002045674,0.000003936364,0.0003710436,0.4196158,0.3754651,0.03232631,0.01433543,0.1557022],"study_design_scores_gemma":[0.0005060472,0.0001118557,0.0001774512,0.00001937651,0.00001571274,0.000002906501,0.00001275872,0.6297474,0.09470975,0.0002882202,0.2741162,0.0002923037],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854933,0.0002016909,0.007264819,0.0002622319,0.0002082155,0.0004440562,0.000007978992,0.001221638,0.004896077],"genre_scores_gemma":[0.9983756,0.000006026039,0.0007856637,0.0003767583,0.00007064424,0.0002359028,0.00001816243,0.00004680867,0.00008442006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2807553,"threshold_uncertainty_score":0.8529792,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2056796129","doi":"10.1049/iet-opt:20060078","title":"Sub-micrometre distance measurements with a broadly tunable short-external-cavity InGaAsP/InP diode laser","year":2007,"lang":"en","type":"article","venue":"IET Optoelectronics","topic":"Semiconductor Lasers and Optical Devices","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Laser; Materials science; Interferometry; Displacement (psychology); Diode; Optics; Laser diode; Semiconductor laser theory; Optoelectronics; Noise (video); Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.01328292951279625,"gpt":0.2257636148307142,"spread":0.2124806853179179,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000417859,0.0003520224,0.0003310524,0.0001058015,0.0001124556,0.0001165833,0.0003134667,0.0001241859,0.00005939093],"category_scores_gemma":[0.00002829723,0.0003135236,0.00008713411,0.0005514658,0.00006151959,0.0003088313,0.00003446655,0.000500352,0.00004810991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004359481,"about_ca_system_score_gemma":0.00005472052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004648323,"about_ca_topic_score_gemma":0.0008460772,"domain_scores_codex":[0.997743,0.00001822327,0.0003225001,0.0003795704,0.0004807836,0.001055932],"domain_scores_gemma":[0.9991503,0.00007247594,0.00004107169,0.0004006513,0.0001049682,0.0002305406],"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":[0.0006613686,0.0006230536,0.1131848,0.0006353681,0.001118226,0.0002621496,0.0006047279,0.02525899,0.8277337,0.0008843566,0.00535765,0.02367566],"study_design_scores_gemma":[0.001052256,0.0004025085,0.00830085,0.0002783226,0.0001609513,0.00005347336,0.00009446331,0.009129555,0.9539966,0.0002263211,0.02502356,0.001281137],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762819,0.003455972,0.01613777,0.00002185551,0.0002263344,0.0002278045,0.00001692004,0.0003076921,0.003323755],"genre_scores_gemma":[0.9975652,0.0002230372,0.001648824,0.0001353664,0.0001101454,0.00001407404,0.00001782771,0.00008442916,0.0002010624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1262629,"threshold_uncertainty_score":0.9999317,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2003528356","doi":"10.1049/iet-opt.2010.0112","title":"Ethernet passive optical network-long-term evolution deployment for a green access network","year":2012,"lang":"en","type":"article","venue":"IET Optoelectronics","topic":"Advanced Photonic Communication Systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer network; Optical line termination; Passive optical network; Network packet; Access network; Computer science; Base station; Ethernet; 10G-PON; Telecommunications; Wavelength-division multiplexing","retraction":null,"screen_n_in":null,"score":{"opus":0.02149132487396489,"gpt":0.2931784765539657,"spread":0.2716871516800008,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003933836,0.0002745122,0.0003100258,0.00003603796,0.0001518878,0.00005359566,0.0005963368,0.0001883436,0.00003057793],"category_scores_gemma":[0.00001849502,0.0002916112,0.0001234986,0.0002960394,0.00003709341,0.0003930877,0.0001528786,0.0003931739,0.00002745369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008704539,"about_ca_system_score_gemma":0.00007247832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001033202,"about_ca_topic_score_gemma":0.0001416575,"domain_scores_codex":[0.9978402,0.00006787182,0.0004038482,0.000216649,0.0002184004,0.001252989],"domain_scores_gemma":[0.9986824,0.0002469373,0.0001039565,0.000701426,0.00007226377,0.0001929859],"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":[0.0001519687,0.000163265,0.01867116,0.0002372132,0.0006179656,0.000001510959,0.0004342519,0.8798169,0.0006866463,0.04329155,0.01813811,0.03778943],"study_design_scores_gemma":[0.004272159,0.0006265828,0.0292011,0.0004648001,0.0004642272,0.0001404036,0.00009028524,0.5047985,0.005124406,0.009542442,0.4422803,0.002994779],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08623497,0.02834148,0.876116,0.0002911809,0.001571857,0.002536751,0.00002399845,0.001206666,0.00367715],"genre_scores_gemma":[0.9937957,0.0002885815,0.003581193,0.00007374181,0.001194615,0.0006749164,0.00008576668,0.0001193796,0.0001861135],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9075607,"threshold_uncertainty_score":0.9999536,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1993463327","doi":"10.1049/iet-opt.2008.0065","title":"Coupled cavity InGaAsP/InP laser for synthetic optical coherence tomography and other applications","year":2010,"lang":"en","type":"article","venue":"IET Optoelectronics","topic":"Optical Coherence Tomography Applications","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; CMC Microsystems","keywords":"Optical coherence tomography; Laser; Materials science; Optics; Optoelectronics; Coherence (philosophical gambling strategy); Microsecond; Coherence length; Wavelength; Superluminescent diode; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.0070437030204884,"gpt":0.2365230101028424,"spread":0.229479307082354,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002095543,0.0002400274,0.0002230117,0.0001071527,0.000167352,0.00009198976,0.0002902665,0.0001821608,0.00007060038],"category_scores_gemma":[0.00003420031,0.0002505569,0.0001031739,0.0004772356,0.0002410046,0.00009372683,0.00003023958,0.0005479684,0.00003093917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002840598,"about_ca_system_score_gemma":0.00004706692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009257598,"about_ca_topic_score_gemma":0.000147284,"domain_scores_codex":[0.998664,0.000009812055,0.0002526774,0.0003627282,0.0001525992,0.0005581838],"domain_scores_gemma":[0.9988651,0.0002809845,0.00003571805,0.0005176591,0.00009337009,0.0002071584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001062255,0.0009150114,0.007132319,0.0005894069,0.0005932918,0.000001918639,0.0003911618,0.003562458,0.4203538,0.5027575,0.001956857,0.06164005],"study_design_scores_gemma":[0.003037479,0.0007966441,0.004896863,0.00007582752,0.0006781226,0.0000943887,0.000158531,0.4405992,0.1246826,0.069961,0.3517038,0.003315458],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7803646,0.0007391279,0.2077451,0.0003685669,0.0001931857,0.003074989,0.0001899405,0.001160595,0.006163879],"genre_scores_gemma":[0.9792857,0.0000338275,0.01837297,0.00009581046,0.00008458438,0.002019204,0.00001803129,0.00006243734,0.0000274105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4370368,"threshold_uncertainty_score":0.9999947,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2029874749","doi":"10.1049/iet-opt.2009.0096","title":"Improved near-field scanning system for encircled flux measurement","year":2011,"lang":"en","type":"article","venue":"IET Optoelectronics","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; Exfo Electro-Optical Engineering (Canada)","funders":"","keywords":"Multi-mode optical fiber; Optics; Attenuation; System of measurement; Flux (metallurgy); Scanner; Field (mathematics); Materials science; Physics; Optical fiber","retraction":null,"screen_n_in":null,"score":{"opus":0.02148988178134171,"gpt":0.2170121411881607,"spread":0.195522259406819,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000284285,0.0002379618,0.0002594708,0.00004943099,0.0001111951,0.00003362866,0.0002303668,0.0001453974,0.00002478194],"category_scores_gemma":[0.00007684201,0.000265066,0.0001108473,0.0001519067,0.0000185774,0.0001226665,0.00002033564,0.000254103,0.00002544899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006294935,"about_ca_system_score_gemma":0.00009515904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000142686,"about_ca_topic_score_gemma":0.00001988563,"domain_scores_codex":[0.9984582,0.0000130447,0.0003078879,0.0002673622,0.0002230771,0.0007303982],"domain_scores_gemma":[0.999252,0.0000517651,0.00005319206,0.0003780736,0.0001540298,0.0001109841],"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":[0.000747431,0.0002315723,0.0002753671,0.002325672,0.00174309,0.00003099775,0.008835325,0.06955715,0.786535,0.01489641,0.007017823,0.1078041],"study_design_scores_gemma":[0.001271178,0.0005384968,0.00005943692,0.0001111334,0.0001011167,0.00002529732,0.0004027971,0.4145212,0.5754954,0.0002569278,0.006561428,0.0006556605],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2152253,0.002590948,0.7596347,0.00004488772,0.001834861,0.001725556,0.0000129619,0.002283669,0.01664708],"genre_scores_gemma":[0.9674814,0.00001317877,0.03203774,0.00003422883,0.00009724669,0.00014743,0.00000491105,0.0001001759,0.00008368972],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7522561,"threshold_uncertainty_score":0.9999802,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7082381703","doi":"10.1049/ote2.70019","title":"Real‐Time Monitoring of Milk Fermentation Process Using Highly‐Sensitive Fibre Bragg Grating Stress Sensor","year":2025,"lang":"en","type":"article","venue":"IET Optoelectronics","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Optiwave Systems (Canada)","funders":"Umm Al-Qura University","keywords":"Fermentation; Fiber Bragg grating; Process (computing); Continuous production; Stress (linguistics)","retraction":null,"screen_n_in":null,"score":{"opus":0.02155551867761002,"gpt":0.2573697386174748,"spread":0.2358142199398647,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002860755,0.0001602589,0.0003961317,0.0002069492,0.000202419,0.00006911075,0.0001494271,0.00007875443,0.0001321933],"category_scores_gemma":[0.00005220423,0.0001989182,0.00009421804,0.0003454158,0.00007074388,0.0002502621,0.00006544388,0.0001129135,0.0003671711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002885479,"about_ca_system_score_gemma":0.00008699176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001521547,"about_ca_topic_score_gemma":0.000002989129,"domain_scores_codex":[0.9986236,0.00001348331,0.0005250628,0.0004191173,0.00004276592,0.0003759565],"domain_scores_gemma":[0.9992576,0.00004749388,0.0003740748,0.0001987926,0.00008784518,0.00003424484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008409041,0.001593434,0.5101049,0.002749472,0.005283983,0.00003737327,0.03211813,0.1449677,0.09036522,0.1786383,0.02191081,0.01138974],"study_design_scores_gemma":[0.007764872,0.0007401672,0.04524937,0.001690883,0.0004502948,0.000016917,0.03673284,0.2554817,0.6126379,0.0229662,0.0125843,0.003684593],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9604918,0.0003534694,0.0001754453,0.0000585693,0.0006745939,0.0002015675,0.0004012124,0.00003898856,0.03760438],"genre_scores_gemma":[0.9815326,0.00024063,0.001450759,0.00001525089,0.00007686394,0.000009092212,0.00002287304,0.00001775116,0.01663416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5222727,"threshold_uncertainty_score":0.8111651,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2885254019","doi":"10.1049/iet-opt.2018.5029","title":"Enhanced gain saturation model of non‐linear semiconductor optical amplifiers","year":2018,"lang":"en","type":"article","venue":"IET Optoelectronics","topic":"Optical Network Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Optiwave Systems (Canada)","funders":"Universiti Teknologi Malaysia","keywords":"Saturation (graph theory); Optical amplifier; Semiconductor; Materials science; Amplifier; Optoelectronics; Electronic engineering; Optics; Physics; Mathematics; Engineering; Laser; CMOS","retraction":null,"screen_n_in":null,"score":{"opus":0.0115553150355572,"gpt":0.2416943536636638,"spread":0.2301390386281066,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000106349,0.0001785997,0.0002285559,0.00006819158,0.00003752283,0.00001516317,0.000246042,0.000208556,0.00001864823],"category_scores_gemma":[0.00007525346,0.0001785694,0.0000598048,0.0002626869,0.0001836089,0.0001277459,0.00004480344,0.0003565241,0.00003834879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001423354,"about_ca_system_score_gemma":0.000056131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.783377e-7,"about_ca_topic_score_gemma":0.000008155702,"domain_scores_codex":[0.9988627,0.000006949874,0.0002702906,0.0002033123,0.0001630645,0.0004936664],"domain_scores_gemma":[0.9994101,0.00004805986,0.00003382187,0.0003502447,0.0001000909,0.00005769247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002284186,0.00002099135,0.000003619083,0.00002905019,0.00004388505,3.466573e-7,0.00009209291,0.1876922,0.7872258,0.02001935,0.0008406003,0.004009191],"study_design_scores_gemma":[0.000116637,0.0001233535,0.000002450746,0.00001014158,0.00001011804,9.686745e-7,0.00001798326,0.5809188,0.4171057,0.001500542,0.00007373389,0.0001195737],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6716223,0.0001107003,0.3248573,0.00004294792,0.0001227624,0.0001372517,0.000005119631,0.0004160879,0.002685569],"genre_scores_gemma":[0.9433771,0.0001390874,0.05621791,0.00002619098,0.0001181259,0.00001349503,0.0000105797,0.00003996984,0.00005755894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3932266,"threshold_uncertainty_score":0.7281851,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411488713","doi":"10.1049/ote2.70006","title":"Design of FBG‐Based Sensing System for Meat Quality Assessment and Steak Cooking Optimisation","year":2025,"lang":"en","type":"article","venue":"IET Optoelectronics","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":"Optiwave Systems (Canada)","funders":"King Saud University","keywords":"Fiber Bragg grating; Raw material; Raw meat; Wavelength; Sensitivity (control systems); Materials science; Environmental science; Food science; Optoelectronics; Chemistry; Electronic engineering; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.02823808485456166,"gpt":0.3066633210906475,"spread":0.2784252362360858,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004064681,0.0001606098,0.0002895365,0.00009246943,0.00006730425,0.00002508703,0.00006554028,0.00009742389,7.937211e-7],"category_scores_gemma":[0.00003503898,0.0001809042,0.00004345868,0.00016451,0.0000257335,0.0000738372,0.00001205345,0.0001392087,2.11401e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004907795,"about_ca_system_score_gemma":0.0001191756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005713974,"about_ca_topic_score_gemma":0.000004289961,"domain_scores_codex":[0.9989652,0.00006225855,0.0003480996,0.0001946093,0.0001352765,0.0002945726],"domain_scores_gemma":[0.9990636,0.0004968789,0.00007736193,0.0002250241,0.0001048372,0.00003227586],"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":[0.00003794867,0.000009004215,0.0000349384,0.0005595274,0.00008051543,4.37996e-7,0.00009020486,0.9300973,0.05592085,0.006216889,0.00003155969,0.00692086],"study_design_scores_gemma":[0.000751964,0.00006282876,0.00008494415,0.0001435504,0.00005921279,0.000002502343,0.0002227849,0.8684844,0.1296832,0.0002200928,0.0001223326,0.0001621788],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06302155,0.000455582,0.9350863,0.00003126997,0.0001586976,0.0005426468,0.000006379403,0.0002034961,0.0004941025],"genre_scores_gemma":[0.8362273,0.00002229559,0.1636417,0.00001432591,0.00001436046,0.00001291744,0.0000101902,0.00002822547,0.00002869367],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7732058,"threshold_uncertainty_score":0.7377058,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}