{"meta":{"query_hash":"19eb1a7eaa9f","filters":{"venue":"Optica Advanced Photonics Congress 2022"},"cohort_total":44,"direct_labels_cover":0,"predictions_cover":44,"exported":44,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/19eb1a7eaa9f","api":"https://metacan.xera.ac/api/v1/cohort?venue=Optica+Advanced+Photonics+Congress+2022"},"results":[{"id":"W4312228564","doi":"10.1364/np.2022.npm2e.4","title":"Random Raman Supercontinuum fiber laser","year":2022,"lang":"en","type":"article","venue":"Optica Advanced Photonics Congress 2022","topic":"Random lasers and scattering media","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Supercontinuum; Fiber laser; Raman spectroscopy; Materials science; Laser; Optics; Modulation (music); Raman laser; Raman scattering; Optoelectronics; Optical fiber; Photonic-crystal fiber; Physics; Acoustics","score_opus":0.0045252928878393,"score_gpt":0.21831590902234635,"score_spread":0.21379061613450706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312228564","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.953112,0.0002536259,0.00024584745,0.0003885665,0.0020059124,0.0007669178,0.00037907914,0.0000981761,0.042749867],"genre_scores_gemma":[0.96820796,0.000017409424,0.002801147,0.00026026898,0.000102454665,0.000987667,0.00028175215,0.00007842484,0.02726294],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980759,0.0001268277,0.00035350356,0.000498054,0.0004015949,0.0005441053],"domain_scores_gemma":[0.9988464,0.00021534016,0.00012205739,0.00057377113,0.00006154958,0.00018087887],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031646865,0.00027683217,0.00043958513,0.000079173275,0.000546512,0.00008373534,0.00044492696,0.00002810238,0.03360076],"category_scores_gemma":[0.000014921706,0.00028429052,0.00024293737,0.00023672466,0.00008850067,0.00018575367,0.0003387955,0.00053798617,0.00012505868],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.024561437,0.0063736523,0.030183371,0.00033626394,0.004071294,0.0011839329,0.009135559,0.3448998,0.11039515,0.044601757,0.18109073,0.24316704],"study_design_scores_gemma":[0.017128624,0.00020324766,0.00014639858,0.000023511646,0.000114822855,0.000012729145,0.0015255698,0.007397718,0.017910562,0.0020666483,0.952551,0.0009191498],"about_ca_topic_score_codex":0.000025995116,"about_ca_topic_score_gemma":0.000003796017,"teacher_disagreement_score":0.7714603,"about_ca_system_score_codex":0.000065361965,"about_ca_system_score_gemma":0.000088897075,"threshold_uncertainty_score":0.9999609},"labels":[],"label_agreement":null},{"id":"W4312231133","doi":"10.1364/bgppm.2022.bw5a.1","title":"Femtosecond direct-writing of first order fiber Bragg gratings with arbitrary complex apodization","year":2022,"lang":"en","type":"article","venue":"Optica Advanced Photonics Congress 2022","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Apodization; Femtosecond; Fiber Bragg grating; Optics; Materials science; Chirp; Fabrication; Diffraction grating; Femtosecond pulse shaping; Grating; Optical fiber; Physics; Laser","score_opus":0.007632925605681904,"score_gpt":0.21086748819977644,"score_spread":0.20323456259409453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312231133","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88713884,0.0015635464,0.0034633046,0.0001548945,0.0009887253,0.0017727257,0.00074466894,0.0010759782,0.103097335],"genre_scores_gemma":[0.8185792,0.00017927102,0.17831281,0.0001532453,0.00003051096,0.0005072253,0.00040880693,0.00031543185,0.0015134832],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9977223,0.00004906819,0.0006027723,0.00051689433,0.00054659246,0.0005623449],"domain_scores_gemma":[0.9984678,0.00037180202,0.00023552096,0.000604209,0.00018869662,0.00013199725],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016207571,0.0003960122,0.0005424451,0.00017835137,0.00040198228,0.000039029197,0.00038299453,0.00006810071,0.0028665604],"category_scores_gemma":[0.00007594337,0.00044721292,0.00008514226,0.0009458955,0.00015382713,0.00033673696,0.00019547962,0.0006056646,0.000010715968],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013177475,0.00009539384,0.00029774834,0.0002217968,0.00014526928,0.00005542073,0.0005876312,0.98072374,0.014198789,0.0012398195,0.0002967788,0.002005863],"study_design_scores_gemma":[0.0036419502,0.0005120199,0.000298414,0.00017927133,0.00013012582,0.00016542237,0.0025680622,0.8383323,0.03143669,0.00042247225,0.12068552,0.0016277647],"about_ca_topic_score_codex":0.0000064652527,"about_ca_topic_score_gemma":0.00003424549,"teacher_disagreement_score":0.1748495,"about_ca_system_score_codex":0.0002075269,"about_ca_system_score_gemma":0.000054150263,"threshold_uncertainty_score":0.99979794},"labels":[],"label_agreement":null},{"id":"W4312319618","doi":"10.1364/pvled.2022.pvtu1h.1","title":"Near and Mid-Infrared Light-Emitting Diodes Based on Solution-Processable Semiconductors","year":2022,"lang":"en","type":"article","venue":"Optica Advanced Photonics Congress 2022","topic":"Organic Light-Emitting Diodes Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Optoelectronics; Light-emitting diode; Diode; Materials science; OLED; Semiconductor; Infrared; Organic semiconductor; Fluorescence; Quantum efficiency; Optics; Nanotechnology; Physics; Layer (electronics)","score_opus":0.007823550968185268,"score_gpt":0.22938645208368885,"score_spread":0.22156290111550359,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312319618","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9780163,0.002586215,0.00013366419,0.0003343486,0.0016245333,0.00083494105,0.00019215133,0.00081047736,0.015467361],"genre_scores_gemma":[0.9873833,0.00016300556,0.00998806,0.0001709691,0.00003744821,0.00040020252,0.00007603383,0.00019003224,0.001590913],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99703354,0.000100747704,0.0004567154,0.0006975296,0.00081958465,0.00089187385],"domain_scores_gemma":[0.9983531,0.00041368796,0.00010402576,0.00075078785,0.00010988467,0.00026848476],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005230296,0.00040639707,0.00043563242,0.00021233528,0.0009358553,0.00020225215,0.00058834074,0.000108944405,0.0011229129],"category_scores_gemma":[0.00031565304,0.00046277104,0.0000971914,0.000762683,0.00012601471,0.00028918285,0.0003982442,0.0011004085,0.000030586227],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033247838,0.00033561655,0.0014471357,0.0008814602,0.00028323714,0.00021422525,0.0017731986,0.3361237,0.65054905,0.00064299564,0.0056329514,0.0017839633],"study_design_scores_gemma":[0.0011796458,0.00017221345,0.000013865437,0.0000641743,0.000026807362,0.000018567966,0.0004715557,0.6266653,0.31727022,0.00007160867,0.053500246,0.00054580113],"about_ca_topic_score_codex":0.000007779836,"about_ca_topic_score_gemma":0.0000028032753,"teacher_disagreement_score":0.33327883,"about_ca_system_score_codex":0.0005378105,"about_ca_system_score_gemma":0.00019734635,"threshold_uncertainty_score":0.9997902},"labels":[],"label_agreement":null},{"id":"W4312324326","doi":"10.1364/iprsn.2022.ith2b.4","title":"Compact and Fabrication Tolerant Silicon Strip-Slot Waveguide Mode Converter","year":2022,"lang":"en","type":"article","venue":"Optica Advanced Photonics Congress 2022","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Fabrication; Waveguide; Materials science; Silicon; Optoelectronics; Slot-waveguide; Insertion loss; Wavelength; Mode (computer interface); Coupling (piping); Optics; Silicon photonics; Physics; Computer science; Composite material","score_opus":0.008304809715050094,"score_gpt":0.23518321347995172,"score_spread":0.22687840376490162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312324326","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9227783,0.0046985224,0.0015403605,0.0003137491,0.002095191,0.001095575,0.00045832642,0.00064599013,0.06637395],"genre_scores_gemma":[0.99739784,0.0005518271,0.0009802133,0.0002776478,0.00001525401,0.0001658431,0.00009887197,0.00006394725,0.00044853403],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982836,0.000051461404,0.00038574103,0.00042093676,0.0003738439,0.00048439458],"domain_scores_gemma":[0.9990262,0.00016821963,0.00007157504,0.00045539098,0.00006804912,0.0002106141],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00015295156,0.0002913769,0.00039033816,0.00009960869,0.00027215888,0.00006701038,0.00031497097,0.00006094232,0.000758737],"category_scores_gemma":[0.000033986053,0.000315298,0.000080403,0.0002528071,0.00009835812,0.00025045188,0.00012943233,0.0005056288,0.000019655214],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046955814,0.0004210646,0.00037213683,0.00042538685,0.00048995996,0.00015159462,0.0014234979,0.6361052,0.26682004,0.058790803,0.002190286,0.032340508],"study_design_scores_gemma":[0.00093448366,0.000107162516,0.0003817013,0.000014093837,0.000038966806,0.000029615492,0.00029782936,0.93549687,0.009390278,0.0005677325,0.05233906,0.00040218324],"about_ca_topic_score_codex":0.000025237297,"about_ca_topic_score_gemma":0.000012700851,"teacher_disagreement_score":0.29939172,"about_ca_system_score_codex":0.00022975192,"about_ca_system_score_gemma":0.000048666818,"threshold_uncertainty_score":0.9999299},"labels":[],"label_agreement":null},{"id":"W4312329336","doi":"10.1364/iprsn.2022.itu4b.4","title":"Highly Integrated Photonic Tensor Core for imagining processing","year":2022,"lang":"en","type":"article","venue":"Optica Advanced Photonics Congress 2022","topic":"Neural Networks and Reservoir Computing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Computer science; Matrix multiplication; Compiler; Multiplication (music); Enhanced Data Rates for GSM Evolution; Process (computing); Multi-core processor; Photonics; Parallel computing; Artificial intelligence; Optics; Programming language; Physics","score_opus":0.017654702670183327,"score_gpt":0.2674063919453533,"score_spread":0.24975168927517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312329336","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40452528,0.014918153,0.5330359,0.0073224255,0.018300304,0.007826766,0.00037209585,0.003700493,0.009998617],"genre_scores_gemma":[0.6771167,0.00009023005,0.31856933,0.0010853725,0.000060076185,0.0010061882,0.00007643199,0.00009678595,0.0018989168],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99685574,0.00008618831,0.0005234804,0.0010335919,0.0005785508,0.00092246535],"domain_scores_gemma":[0.9979714,0.00034643864,0.00036364055,0.00080892147,0.00031818644,0.00019137624],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00051529665,0.0003667482,0.00044944527,0.00017907376,0.001477444,0.00033489053,0.0020128558,0.000055759785,0.00008002479],"category_scores_gemma":[0.000093849354,0.0003529242,0.00019474853,0.0011524478,0.00010126282,0.00054508564,0.0014633384,0.0008228847,0.0000045672323],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006034503,0.0006041443,0.00024063888,0.00030714335,0.00018380558,0.00050469633,0.0016245822,0.5866007,0.05798023,0.06578615,0.003404722,0.28215972],"study_design_scores_gemma":[0.0010675377,0.00028408304,0.000007559849,0.000053610125,0.000015676711,0.000085878455,0.0002765656,0.880721,0.002968858,0.0017614348,0.11230447,0.00045335936],"about_ca_topic_score_codex":0.000008595773,"about_ca_topic_score_gemma":0.000004491349,"teacher_disagreement_score":0.29412025,"about_ca_system_score_codex":0.00024514017,"about_ca_system_score_gemma":0.000352156,"threshold_uncertainty_score":0.9998923},"labels":[],"label_agreement":null},{"id":"W4312354326","doi":"10.1364/iprsn.2022.ith2b.3","title":"Single-Mode ZBLAN Optical Fiber Couplers","year":2022,"lang":"en","type":"article","venue":"Optica Advanced Photonics Congress 2022","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"ZBLAN; Materials science; Tapering; Single-mode optical fiber; Optical fiber; Optoelectronics; Fiber; Dispersion-shifted fiber; Optics; Plastic optical fiber; Polarization-maintaining optical fiber; Wavelength; Fiber laser; Fiber optic sensor; Physics; Computer science; Composite material","score_opus":0.008979730476325627,"score_gpt":0.23274356929940224,"score_spread":0.2237638388230766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312354326","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61732614,0.003463742,0.00047974914,0.0003274333,0.003996526,0.0010855023,0.00050818827,0.001494253,0.37131846],"genre_scores_gemma":[0.97848314,0.00033082842,0.016292764,0.00041552604,0.00004326818,0.0006548024,0.0001789178,0.00020287366,0.0033978706],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99741745,0.000042600168,0.00046167814,0.0005423571,0.0006728239,0.0008631205],"domain_scores_gemma":[0.9985988,0.00026758577,0.00006463081,0.0006709825,0.0000646403,0.000333333],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019401335,0.00039428746,0.00046471888,0.00012714363,0.00035837115,0.00008352702,0.0006487258,0.00009958361,0.005781771],"category_scores_gemma":[0.000060794482,0.00044429838,0.00017519278,0.0004680896,0.00016637593,0.00024424147,0.00038053782,0.0009040131,0.00018068118],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029248075,0.00048054097,0.00003967733,0.00018473086,0.00034618346,0.00041357763,0.0003838807,0.8354718,0.10507979,0.03720654,0.0028826923,0.01721811],"study_design_scores_gemma":[0.0010917962,0.00023647539,0.00002505197,0.000022019154,0.0000641313,0.00007101431,0.00034245072,0.5218352,0.021636043,0.0006503664,0.45326388,0.0007615669],"about_ca_topic_score_codex":0.0000052997293,"about_ca_topic_score_gemma":0.000013373862,"teacher_disagreement_score":0.4503812,"about_ca_system_score_codex":0.0004490617,"about_ca_system_score_gemma":0.00007266754,"threshold_uncertainty_score":0.99980086},"labels":[],"label_agreement":null},{"id":"W4312356836","doi":"10.1364/sof.2022.sotu1i.6","title":"Highly Dispersive yet Low Loss Hollow Core Fibers by Using a Combination of Anti-resonant and Resonant Elements","year":2022,"lang":"en","type":"article","venue":"Optica Advanced Photonics Congress 2022","topic":"Photonic Crystal and Fiber Optics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Huawei Technologies (Canada)","funders":"","keywords":"Core (optical fiber); Materials science; Dispersion (optics); Fiber; Optical fiber; Optics; Optoelectronics; Composite material; Physics","score_opus":0.007571524230329108,"score_gpt":0.2223341634475499,"score_spread":0.21476263921722077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312356836","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9943822,0.0022714739,0.00017431637,0.00003726583,0.0008453963,0.0005882641,0.0013797638,0.00008223706,0.00023909168],"genre_scores_gemma":[0.9952898,0.0011151796,0.0029108399,0.000042069132,0.000004670677,0.00009713635,0.00023715087,0.00007934699,0.00022378509],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99800587,0.000035561614,0.00050196773,0.00041706394,0.00053868437,0.00050083565],"domain_scores_gemma":[0.9990739,0.00011173927,0.00018446543,0.00039013012,0.00008910426,0.00015063946],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020276205,0.00031207895,0.00045609305,0.00012935653,0.00027651657,0.00003357812,0.00030947334,0.00007099656,0.00014484348],"category_scores_gemma":[0.000031493397,0.00034898226,0.00009582507,0.00039850103,0.00017244185,0.00019808757,0.0003426149,0.00041409102,0.0000011986805],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045197146,0.0006925016,0.0017672465,0.0006388452,0.00047137126,0.0002798925,0.0021589275,0.07877902,0.90198946,0.004446588,0.0013417361,0.006982444],"study_design_scores_gemma":[0.0033818288,0.00038038782,0.00014265416,0.00013057166,0.00010817452,0.00006547072,0.001265373,0.93908215,0.027420282,0.0004071194,0.026875671,0.0007403385],"about_ca_topic_score_codex":0.000012017762,"about_ca_topic_score_gemma":0.000006239139,"teacher_disagreement_score":0.8745692,"about_ca_system_score_codex":0.00031366618,"about_ca_system_score_gemma":0.0000683627,"threshold_uncertainty_score":0.9998962},"labels":[],"label_agreement":null},{"id":"W4312377352","doi":"10.1364/iprsn.2022.ith2b.8","title":"Mid-infrared soliton self-frequency shift in a cascade of silica, fluoride, and chalcogenide fibers","year":2022,"lang":"en","type":"article","venue":"Optica Advanced Photonics Congress 2022","topic":"Photonic Crystal and Fiber Optics","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; McGill University","funders":"","keywords":"ZBLAN; Chalcogenide; Soliton; Materials science; Cascade; Fluoride; Silica fiber; Frequency shift; Optical fiber; Infrared; Optoelectronics; Raman spectroscopy; Optics; Photonic-crystal fiber; Fiber; Physics; Fiber laser; Chemistry; Wavelength; Composite material; Nonlinear system","score_opus":0.00485552834053688,"score_gpt":0.20413996804765722,"score_spread":0.19928443970712034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312377352","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98686314,0.0044184257,0.000024528432,0.000052612675,0.00082389265,0.00065657235,0.0003376234,0.00024202385,0.00658121],"genre_scores_gemma":[0.99087745,0.0015183174,0.006825977,0.000047824084,0.00001235833,0.0003913354,0.000054729586,0.00009237643,0.00017961445],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99785304,0.00005049355,0.00061082776,0.00046776308,0.00040377755,0.0006141011],"domain_scores_gemma":[0.9989198,0.00017898522,0.000117297735,0.00056027,0.000041435982,0.00018219714],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00024960484,0.00034039383,0.0005308273,0.00023778535,0.00013882491,0.000023541887,0.00040409097,0.00010293773,0.00027904645],"category_scores_gemma":[0.000042208583,0.00041105147,0.000114916984,0.0005922214,0.000105021725,0.00020217965,0.00033630713,0.00067686033,0.000002877942],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000711514,0.0009586612,0.0027036874,0.001973938,0.00079649163,0.0011797365,0.017555473,0.27840543,0.6740445,0.0152242975,0.0005072872,0.0059389966],"study_design_scores_gemma":[0.011226715,0.0013761702,0.0020592848,0.00031139658,0.00032913155,0.00050641655,0.0050095604,0.6460612,0.21228606,0.023862934,0.093108945,0.003862211],"about_ca_topic_score_codex":0.000020611202,"about_ca_topic_score_gemma":0.000047469974,"teacher_disagreement_score":0.4617584,"about_ca_system_score_codex":0.00033929403,"about_ca_system_score_gemma":0.00010983529,"threshold_uncertainty_score":0.9998341},"labels":[],"label_agreement":null},{"id":"W4312378139","doi":"10.1364/bgppm.2022.jw3a.50","title":"Tilted fiber Bragg grating as Encoder for rapid temperature measurements","year":2022,"lang":"en","type":"article","venue":"Optica Advanced Photonics Congress 2022","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Fiber Bragg grating; Encoder; Millisecond; Materials science; PHOSFOS; Temperature measurement; Optics; Grating; Optical fiber; Long-period fiber grating; Diffraction grating; Optoelectronics; Fiber optic sensor; Physics; Polarization-maintaining optical fiber; Computer science","score_opus":0.014947081842005393,"score_gpt":0.24814515021801878,"score_spread":0.2331980683760134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312378139","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89208746,0.012928573,0.0026393197,0.0006056991,0.014411013,0.009257341,0.0023895816,0.0038433787,0.061837617],"genre_scores_gemma":[0.6440763,0.00070092385,0.31934828,0.0014911362,0.0002528888,0.008744931,0.0012552963,0.0013480096,0.02278227],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99710125,0.00007046818,0.00055089674,0.0006824664,0.00074389507,0.00085103896],"domain_scores_gemma":[0.9983745,0.00030168917,0.00013834705,0.00076459715,0.0002109852,0.0002098624],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032383823,0.00049801474,0.0004985886,0.00017012794,0.0006373008,0.00007698844,0.00054335414,0.0001269035,0.0028708172],"category_scores_gemma":[0.00024039354,0.00058375584,0.00020074275,0.0005615174,0.00007111966,0.00031622712,0.00020570905,0.00084685284,0.00003948819],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020913669,0.000089796275,0.000016132532,0.00011088368,0.00024625374,0.000040449115,0.00043880203,0.75178957,0.23657249,0.0007837863,0.002386125,0.0073165703],"study_design_scores_gemma":[0.0058705304,0.00063681725,0.000016660264,0.000104852516,0.0001882168,0.00017384773,0.0017986093,0.27319393,0.281448,0.001745931,0.4326037,0.002218928],"about_ca_topic_score_codex":0.0000019505628,"about_ca_topic_score_gemma":0.0000050822596,"teacher_disagreement_score":0.47859567,"about_ca_system_score_codex":0.00046585107,"about_ca_system_score_gemma":0.00009262522,"threshold_uncertainty_score":0.9996614},"labels":[],"label_agreement":null},{"id":"W4312386409","doi":"10.1364/iprsn.2022.im2b.3","title":"Multiple orthogonal free-space channels for chip-to-chip communication using self-configuring MZI meshes","year":2022,"lang":"en","type":"article","venue":"Optica Advanced Photonics Congress 2022","topic":"Optical Network Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Polygon mesh; Chip; Computer science; Free space; Free-space optical communication; Space (punctuation); Electronic engineering; Computer hardware; Optical communication; Telecommunications; Optics; Physics; Engineering; Computer graphics (images)","score_opus":0.013213390449865177,"score_gpt":0.23834170166411364,"score_spread":0.22512831121424848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312386409","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9798088,0.003316587,0.007275831,0.000597539,0.0019287826,0.002391693,0.00034265424,0.0025068377,0.0018312949],"genre_scores_gemma":[0.6955107,0.00023741431,0.30258682,0.00007586208,0.00003075625,0.0012546154,0.00006594752,0.00014548683,0.00009237917],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99774027,0.00006365755,0.00046155817,0.0005227678,0.0004010907,0.000810636],"domain_scores_gemma":[0.99754274,0.0006895856,0.00011386194,0.0013693931,0.00011395612,0.00017048756],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00037685566,0.00039645887,0.00046877566,0.00022308533,0.00070824136,0.00010171786,0.001278717,0.000130426,0.0001253753],"category_scores_gemma":[0.00034915822,0.00048695464,0.00015440086,0.00063751225,0.00009212229,0.00025357527,0.001068329,0.00080053805,0.0000077491795],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010444466,0.00008867707,0.000084696934,0.00011822346,0.00013389529,0.000009221622,0.00035159092,0.9625774,0.015233725,0.019392097,0.0002611757,0.0016448712],"study_design_scores_gemma":[0.0012133608,0.00015956293,0.00002040861,0.00007059617,0.00005732831,0.000018421944,0.00068819924,0.9325938,0.023221869,0.0026627646,0.038637437,0.0006562026],"about_ca_topic_score_codex":0.0000061515852,"about_ca_topic_score_gemma":0.000026905982,"teacher_disagreement_score":0.295311,"about_ca_system_score_codex":0.00044753953,"about_ca_system_score_gemma":0.000056162688,"threshold_uncertainty_score":0.9997582},"labels":[],"label_agreement":null},{"id":"W4312404526","doi":"10.1364/sppcom.2022.sptu4j.3","title":"All-fiber based High-speed Linear Passive NOT Gate","year":2022,"lang":"en","type":"article","venue":"Optica Advanced Photonics Congress 2022","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal; Institut National de la Recherche Scientifique","funders":"","keywords":"Fiber Bragg grating; Modulation (music); Materials science; Electronic engineering; Phase inversion; Optics; Phase modulation; Computer science; Optical fiber; Optoelectronics; Physics; Phase noise; Engineering; Acoustics","score_opus":0.01066174777108801,"score_gpt":0.2359847404866448,"score_spread":0.2253229927155568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312404526","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9353162,0.0017036343,0.0057036877,0.0019681228,0.013004965,0.0040716263,0.0025868404,0.0047560697,0.030888872],"genre_scores_gemma":[0.77781236,0.00040131158,0.20630334,0.0024577442,0.00015011341,0.0013297198,0.00079978944,0.00089330773,0.00985229],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9966372,0.00009621081,0.00062349776,0.0007808471,0.0008425697,0.0010196468],"domain_scores_gemma":[0.99780405,0.0004288775,0.00017167689,0.0011323572,0.00014693143,0.00031609065],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019525281,0.0005852345,0.0006229963,0.00023825723,0.00036966824,0.000049307746,0.0007103829,0.00012581615,0.0054872185],"category_scores_gemma":[0.00011178785,0.0007042502,0.00020822584,0.0006507171,0.00014170675,0.00027625132,0.0003275194,0.0011944943,0.00026107286],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019456778,0.00007889223,0.000004999316,0.000043656895,0.00013823046,0.00023955268,0.00011041701,0.97143835,0.023827342,0.001171429,0.0006908318,0.0020617184],"study_design_scores_gemma":[0.0025432908,0.00016519276,0.000024819312,0.000022456401,0.00008718883,0.000035993886,0.00021587322,0.6336139,0.05868107,0.00024114684,0.30339658,0.00097250345],"about_ca_topic_score_codex":0.0000091802585,"about_ca_topic_score_gemma":0.0000055467294,"teacher_disagreement_score":0.3378245,"about_ca_system_score_codex":0.00062238966,"about_ca_system_score_gemma":0.00009624465,"threshold_uncertainty_score":0.99954087},"labels":[],"label_agreement":null},{"id":"W4312408804","doi":"10.1364/bgppm.2022.jth4a.5","title":"Laser cooling of a novel GAYY glass at atmospheric pressure","year":2022,"lang":"en","type":"article","venue":"Optica Advanced Photonics Congress 2022","topic":"Optical properties and cooling technologies in crystalline materials","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Polytechnique Montréal","funders":"","keywords":"Ytterbium; Materials science; Laser; Atmospheric pressure; Doping; Solid-state; Laser cooling; Silica glass; Optoelectronics; Optics; Composite material; Meteorology; Chemistry","score_opus":0.010754239214784982,"score_gpt":0.239491695461979,"score_spread":0.228737456247194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312408804","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98445016,0.0008379192,0.0028525167,0.00014116726,0.0013851703,0.0007280002,0.0008983557,0.00019413995,0.00851257],"genre_scores_gemma":[0.964256,0.000026817102,0.03169098,0.000046301688,0.00003016855,0.0003721193,0.00006456422,0.000058447993,0.0034545972],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9980958,0.000047721223,0.00049981935,0.0004777984,0.0003993124,0.0004795096],"domain_scores_gemma":[0.9986307,0.00013378815,0.0003108099,0.0007198834,0.00012343681,0.00008140042],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022349888,0.0002706036,0.00047455632,0.000020209542,0.00040965254,0.000037947837,0.0007115687,0.000053640262,0.0055736825],"category_scores_gemma":[0.000039048195,0.00026488552,0.00016176705,0.00029056869,0.00019038099,0.00010202814,0.001819136,0.00037940673,0.000007245221],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015608612,0.0017201321,0.0013032617,0.00022287494,0.00074484065,0.000017842747,0.00024713142,0.74031925,0.16440359,0.07631922,0.001343717,0.011797309],"study_design_scores_gemma":[0.0036204492,0.0006440437,0.00002575537,0.000069345646,0.0002259607,0.00000919779,0.001463124,0.5148838,0.102504216,0.0023570405,0.3732102,0.0009868356],"about_ca_topic_score_codex":0.000027506887,"about_ca_topic_score_gemma":0.0000011053609,"teacher_disagreement_score":0.37186646,"about_ca_system_score_codex":0.00008201429,"about_ca_system_score_gemma":0.00007707614,"threshold_uncertainty_score":0.99998033},"labels":[],"label_agreement":null},{"id":"W4312409748","doi":"10.1364/np.2022.npm2f.4","title":"Third-harmonic generation with higher-order phase-matching in silicon nitride waveguides","year":2022,"lang":"en","type":"article","venue":"Optica Advanced Photonics Congress 2022","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Phase matching; Silicon nitride; Materials science; Silicon; Optoelectronics; Harmonic; Modal; Matching (statistics); Phase (matter); Nitride; Second-harmonic generation; Optics; SIGNAL (programming language); Nonlinear optics; Acoustics; Physics; Computer science; Nanotechnology; Mathematics","score_opus":0.012625259364035524,"score_gpt":0.24851065636735753,"score_spread":0.235885397003322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312409748","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97453505,0.0030945376,0.00054441026,0.00013299946,0.0011181219,0.00066493294,0.00009198004,0.00038367615,0.019434273],"genre_scores_gemma":[0.9896362,0.0005591172,0.008072768,0.00025133547,0.00003322503,0.00067466235,0.0001346619,0.00011180878,0.0005262211],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99773586,0.00007580937,0.0005027054,0.0005206867,0.0005141693,0.0006507478],"domain_scores_gemma":[0.9990288,0.00016709942,0.00009152464,0.00048642306,0.000074039584,0.00015212597],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029670115,0.00036823488,0.00044596297,0.0001883585,0.0002933247,0.000084795574,0.0004047598,0.000076206605,0.00096715207],"category_scores_gemma":[0.000026681575,0.0003737217,0.00007425994,0.00073593104,0.00007809817,0.0003890235,0.00017023989,0.00085030566,0.000020087218],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025435758,0.0002961243,0.00005765234,0.000105867184,0.00013205207,0.00027419024,0.00045104505,0.8038592,0.17901808,0.011717261,0.00017900195,0.003655229],"study_design_scores_gemma":[0.0043934616,0.00038347425,0.000055365665,0.000056476372,0.000060055732,0.00005754588,0.00052802224,0.8908529,0.062424432,0.0009284009,0.03936542,0.00089440565],"about_ca_topic_score_codex":0.000028884599,"about_ca_topic_score_gemma":0.000094053845,"teacher_disagreement_score":0.116593644,"about_ca_system_score_codex":0.00042117984,"about_ca_system_score_gemma":0.000110715686,"threshold_uncertainty_score":0.9999461},"labels":[],"label_agreement":null},{"id":"W4312436226","doi":"10.1364/np.2022.nptu1f.3","title":"UV-driven Multidimensional Solitary States in Hollow Core Fiber","year":2022,"lang":"en","type":"article","venue":"Optica Advanced Photonics Congress 2022","topic":"Laser-Matter Interactions and Applications","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Picosecond; Fiber; Core (optical fiber); Ultraviolet; Materials science; Optical fiber; Photonic-crystal fiber; Ultrafast optics; Optoelectronics; Optics; Physics; Nonlinear optics; Composite material; Laser","score_opus":0.01011129333985135,"score_gpt":0.2713224177166512,"score_spread":0.2612111243767999,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312436226","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98758614,0.00007409199,0.0001724097,0.0005557797,0.00050564343,0.0005921426,0.0014147285,0.00004982841,0.009049221],"genre_scores_gemma":[0.97878927,0.000012451788,0.011349486,0.00028215497,0.000028477587,0.001502062,0.0010607763,0.00004697713,0.0069283154],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986355,0.000042304513,0.00031399657,0.00041392588,0.00024562492,0.00034868467],"domain_scores_gemma":[0.99913603,0.00016999703,0.00012097318,0.00041287692,0.00006556221,0.00009456168],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008412423,0.00019063766,0.00022294448,0.00009426575,0.0003918841,0.000027202768,0.00025282984,0.000015574416,0.016047353],"category_scores_gemma":[0.000003640931,0.00020635664,0.00011059628,0.00028011185,0.000059321846,0.00017423867,0.00032885847,0.00048249867,0.00013030268],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039617665,0.0036331874,0.032155667,0.000040892006,0.00039147132,0.00010512005,0.0012908684,0.8237728,0.024610326,0.07804889,0.020533077,0.015021542],"study_design_scores_gemma":[0.0034772297,0.00017305429,0.0022039919,0.000053822983,0.000064247564,0.000017876093,0.003991428,0.22379,0.0073130447,0.009290206,0.74858534,0.0010397437],"about_ca_topic_score_codex":0.00015252156,"about_ca_topic_score_gemma":0.000018777515,"teacher_disagreement_score":0.72805226,"about_ca_system_score_codex":0.00011570581,"about_ca_system_score_gemma":0.00008655388,"threshold_uncertainty_score":0.98485214},"labels":[],"label_agreement":null},{"id":"W4312458636","doi":"10.1364/np.2022.npth1f.2","title":"Modelling nonlinear processes in nanophotonic structures: a comparative study","year":2022,"lang":"en","type":"article","venue":"Optica Advanced Photonics Congress 2022","topic":"Plasmonic and Surface Plasmon Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Finite-difference time-domain method; Nanophotonics; Nonlinear system; Plasmon; Computer science; Polarization (electrochemistry); Nonlinear optics; Scattering; Optics; Physics; Quantum mechanics","score_opus":0.02449387896750713,"score_gpt":0.27887474551832914,"score_spread":0.254380866550822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312458636","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9927464,0.0020448286,0.00019237249,0.000014591858,0.0004611354,0.0013244151,0.00020031726,0.00020719816,0.0028087078],"genre_scores_gemma":[0.97984284,0.0004743123,0.018212683,0.000016847784,0.000002552214,0.0009924687,0.000054354678,0.00007194073,0.0003320188],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9973028,0.00011897188,0.0004886647,0.0005702028,0.00077757594,0.0007418203],"domain_scores_gemma":[0.9988484,0.0003397765,0.00006712907,0.00048345348,0.00011319777,0.0001480729],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00035716768,0.00035803407,0.0005624568,0.00028502796,0.00033608856,0.0000699819,0.0006638415,0.000059659775,0.0005613006],"category_scores_gemma":[0.000040486673,0.0003966657,0.000063626714,0.0011960284,0.00007331346,0.00023070148,0.00032660062,0.0012291884,0.000016221584],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001808446,0.0002684207,0.00024089622,0.000080932514,0.000076031436,0.00015474086,0.0024692,0.9950382,0.0012556354,0.00012440792,0.000038011767,0.00007264111],"study_design_scores_gemma":[0.0015994051,0.00026112987,0.000012839439,0.000017590371,0.000014323972,0.000014452226,0.008287215,0.9772452,0.0036017306,0.0001984489,0.008317562,0.00043006756],"about_ca_topic_score_codex":0.000030604362,"about_ca_topic_score_gemma":0.00017193498,"teacher_disagreement_score":0.018020311,"about_ca_system_score_codex":0.00041741141,"about_ca_system_score_gemma":0.00029301,"threshold_uncertainty_score":0.99984854},"labels":[],"label_agreement":null},{"id":"W4312467443","doi":"10.1364/np.2022.npth2f.6","title":"Observation of Photonic Orbital Corner States in Higher-order Topological Insulators","year":2022,"lang":"en","type":"article","venue":"Optica Advanced Photonics Congress 2022","topic":"Topological Materials and Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Topological insulator; Photonics; Physics; Topology (electrical circuits); Order (exchange); Photonic crystal; Condensed matter physics; Quantum mechanics; Mathematics; Combinatorics","score_opus":0.01841594166030643,"score_gpt":0.2506318906786234,"score_spread":0.23221594901831696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312467443","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99283004,0.00018780751,0.000036901307,0.000174052,0.0009275496,0.00039031447,0.00037728157,0.00003093168,0.0050451164],"genre_scores_gemma":[0.9962424,0.000019327488,0.0022992317,0.000098675635,0.000021593482,0.00032178627,0.0001867297,0.000025024907,0.00078520953],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99824774,0.00013137911,0.0005354501,0.00040933926,0.00027404408,0.00040202087],"domain_scores_gemma":[0.99910736,0.00016006503,0.00026066162,0.0003180131,0.00007389008,0.00008003219],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002229291,0.00022323967,0.00044181515,0.00007141525,0.00016378416,0.000026239335,0.0003260542,0.000043983033,0.021128124],"category_scores_gemma":[0.000014982903,0.00020748179,0.00008829172,0.00046278868,0.00015450236,0.00013540257,0.0003588736,0.0003504172,0.000007406032],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006915965,0.0012418156,0.037913095,0.000042039097,0.00010181578,0.000032158252,0.00041117426,0.045143437,0.04041044,0.8724983,0.000037360158,0.0014767935],"study_design_scores_gemma":[0.012310293,0.0033535955,0.059866108,0.000084265856,0.00014180002,0.000011226525,0.006784961,0.027255341,0.05691604,0.75676477,0.07356065,0.0029509454],"about_ca_topic_score_codex":0.00013442642,"about_ca_topic_score_gemma":0.000004306781,"teacher_disagreement_score":0.1157335,"about_ca_system_score_codex":0.00008998935,"about_ca_system_score_gemma":0.000072357536,"threshold_uncertainty_score":0.9797667},"labels":[],"label_agreement":null},{"id":"W4312513772","doi":"10.1364/bgppm.2022.bw2a.3","title":"Femtosecond written waveguide in photosensitive elastomeric PDMS","year":2022,"lang":"en","type":"article","venue":"Optica Advanced Photonics Congress 2022","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Polytechnique Montréal","funders":"","keywords":"Elastomer; Materials science; Femtosecond; Optoelectronics; Waveguide; Benzophenone; Photonics; Germanium; Optics; Composite material; Silicon; Laser; Polymer chemistry; Physics","score_opus":0.005879971377336702,"score_gpt":0.21605775991569404,"score_spread":0.21017778853835734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312513772","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9537766,0.0014454732,0.00025134534,0.00008152808,0.0024875284,0.0010424625,0.00027158263,0.0005819128,0.040061567],"genre_scores_gemma":[0.97453445,0.0004970688,0.02117442,0.00034383647,0.000030058352,0.0008820876,0.00012317496,0.0002855607,0.0021293517],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9968832,0.00010066422,0.0006864063,0.0007333886,0.0005898953,0.0010064112],"domain_scores_gemma":[0.9984239,0.0003514752,0.00012786794,0.0007982886,0.00008034974,0.0002181548],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028005315,0.00050686026,0.0006483044,0.00042422826,0.0002565679,0.00004125791,0.0005214032,0.000098450015,0.0017127865],"category_scores_gemma":[0.00009472498,0.00064938236,0.00015037396,0.0011917481,0.00014211175,0.00032503565,0.00036597473,0.0012767742,0.00008378009],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001809672,0.0001295871,0.0001194102,0.000057993,0.00011576182,0.00074798847,0.00091385405,0.87120646,0.1183535,0.0012893421,0.00031439902,0.0065707252],"study_design_scores_gemma":[0.0060950606,0.00048682623,0.00081676303,0.00009192836,0.00008112537,0.0004909387,0.0072475453,0.7127164,0.08476821,0.001579784,0.18286838,0.0027570743],"about_ca_topic_score_codex":0.000010378083,"about_ca_topic_score_gemma":0.00004220054,"teacher_disagreement_score":0.18255398,"about_ca_system_score_codex":0.0008705013,"about_ca_system_score_gemma":0.000076996876,"threshold_uncertainty_score":0.99959576},"labels":[],"label_agreement":null},{"id":"W4312519224","doi":"10.1364/np.2022.npth1g.1","title":"Frequency Control of Laser Cavity Solitons for Metrological Applications","year":2022,"lang":"en","type":"article","venue":"Optica Advanced Photonics Congress 2022","topic":"Advanced Fiber Laser Technologies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Metrology; Automatic frequency control; Frequency comb; Laser; Optics; Ring (chemistry); Stability (learning theory); Materials science; Optoelectronics; Physics; Computer science; Telecommunications; Chemistry","score_opus":0.007645222960487821,"score_gpt":0.257568308868739,"score_spread":0.24992308590825119,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312519224","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19940747,0.0013723145,0.7591971,0.001129744,0.0010413458,0.0073957522,0.015827741,0.0006382247,0.013990282],"genre_scores_gemma":[0.9104028,0.00000911967,0.08045738,0.0000833748,0.000022681903,0.008410308,0.0002010906,0.00004080401,0.00037244213],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99822277,0.0000584383,0.00043810924,0.00052880455,0.00026727276,0.00048459964],"domain_scores_gemma":[0.9981749,0.00047799278,0.0003423915,0.0007459724,0.00017277118,0.000085976564],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019729779,0.0002476922,0.0004789533,0.000104260485,0.00046050455,0.000014856927,0.00065697706,0.000056457044,0.0008756542],"category_scores_gemma":[0.000043014836,0.00026018484,0.00023393949,0.00038279893,0.00024511685,0.00013977072,0.00029942833,0.00048501772,0.0000047163917],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003100642,0.0010797023,0.006124413,0.00005334112,0.00038632736,0.000005459653,0.00006725608,0.047617383,0.043644294,0.87768894,0.00027190376,0.022750929],"study_design_scores_gemma":[0.01030762,0.0013117847,0.00031129547,0.000019737441,0.00047977918,0.00000923712,0.0026706096,0.031269994,0.16491094,0.6274391,0.15958135,0.001688587],"about_ca_topic_score_codex":0.000015298268,"about_ca_topic_score_gemma":0.0000032395137,"teacher_disagreement_score":0.7109953,"about_ca_system_score_codex":0.000102999686,"about_ca_system_score_gemma":0.00010633964,"threshold_uncertainty_score":0.99998504},"labels":[],"label_agreement":null},{"id":"W4312522780","doi":"10.1364/networks.2022.new2d.2","title":"Silicon Photonics Neural Networks for Training and Inference","year":2022,"lang":"en","type":"article","venue":"Optica Advanced Photonics Congress 2022","topic":"Neural Networks and Reservoir Computing","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Queen's University","funders":"","keywords":"Photonics; Computer science; Artificial neural network; Silicon photonics; Computer architecture; Deep learning; Inference; Electronics; Electronic engineering; Artificial intelligence; Engineering; Electrical engineering; Materials science; Optoelectronics","score_opus":0.019856853632633335,"score_gpt":0.26770640030111154,"score_spread":0.2478495466684782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312522780","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.58262175,0.010203168,0.3880954,0.0025727102,0.010119062,0.003541209,0.00009355008,0.0009628167,0.001790323],"genre_scores_gemma":[0.9349787,0.0002679084,0.06295227,0.0009267888,0.000043245025,0.0004832184,0.000023410063,0.000046958805,0.00027744827],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99732333,0.0001191694,0.0004248313,0.0008962457,0.00039054692,0.00084588595],"domain_scores_gemma":[0.99783814,0.00088482886,0.00024684478,0.00069755624,0.00010936295,0.00022327766],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004992284,0.0003155601,0.00042113708,0.00010320613,0.0011775313,0.00028139298,0.0012918158,0.00006646409,0.00003918709],"category_scores_gemma":[0.00009660039,0.00032729702,0.00013599476,0.00055893714,0.000102963706,0.0004295056,0.0017929623,0.0007348996,5.0874473e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006004033,0.00005762877,0.00007045099,0.000024661438,0.00003172526,0.000047910667,0.00042704688,0.8937933,0.000757178,0.027081486,0.000115990224,0.07753261],"study_design_scores_gemma":[0.0009077469,0.00039445306,0.00002285279,0.000016585887,0.000012037481,0.000068654306,0.00018447125,0.9750758,0.00020127931,0.0017190381,0.020990856,0.000406218],"about_ca_topic_score_codex":0.0000048288243,"about_ca_topic_score_gemma":0.000008817388,"teacher_disagreement_score":0.352357,"about_ca_system_score_codex":0.000085403764,"about_ca_system_score_gemma":0.000106237465,"threshold_uncertainty_score":0.9999179},"labels":[],"label_agreement":null},{"id":"W4312525624","doi":"10.1364/iprsn.2022.ith2b.7","title":"Sampled Subwavelength Grating Waveguide Bragg Grating Structures","year":2022,"lang":"en","type":"article","venue":"Optica Advanced Photonics Congress 2022","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Optics; Grating; Fiber Bragg grating; Wavelength; Reflection (computer programming); Materials science; Reflectivity; Waveguide; Diffraction grating; Bragg's law; Optoelectronics; Diffraction; Physics; Computer science","score_opus":0.008550565823271407,"score_gpt":0.22921450601719046,"score_spread":0.22066394019391905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312525624","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9405781,0.0042764354,0.0016376607,0.00014814403,0.0044021164,0.0012039326,0.0016363864,0.0014227246,0.044694476],"genre_scores_gemma":[0.9699962,0.0003146204,0.028057912,0.00030509513,0.00004914079,0.0004335231,0.00019217112,0.00016055239,0.0004907828],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9970067,0.000096757816,0.00067114265,0.0006097732,0.0006973415,0.00091828],"domain_scores_gemma":[0.998422,0.00042518004,0.00014542279,0.0006631123,0.000087734436,0.00025650117],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003503998,0.00047516328,0.0005446561,0.00015407249,0.0007738931,0.00010158773,0.00068942073,0.00009417292,0.0019429907],"category_scores_gemma":[0.00019807933,0.00051357306,0.00018348928,0.0005880851,0.00010641976,0.00030962436,0.000436973,0.0011066945,0.000010729447],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018498112,0.00015067968,0.00021356752,0.00038418703,0.00044940945,0.00032368515,0.0015208398,0.7052862,0.13917221,0.12570362,0.0010922895,0.025518334],"study_design_scores_gemma":[0.0012426231,0.00016208779,0.00015646708,0.000035924597,0.00006543783,0.00009014842,0.0014502492,0.8910796,0.029053517,0.0049517252,0.07072141,0.0009907807],"about_ca_topic_score_codex":0.000020635513,"about_ca_topic_score_gemma":0.000053542724,"teacher_disagreement_score":0.18579343,"about_ca_system_score_codex":0.0003279815,"about_ca_system_score_gemma":0.00009761632,"threshold_uncertainty_score":0.9997316},"labels":[],"label_agreement":null},{"id":"W4312538992","doi":"10.1364/np.2022.nptu4f.7","title":"Energy Conversion Efficiency of High-Order Raman Soliton","year":2022,"lang":"en","type":"article","venue":"Optica Advanced Photonics Congress 2022","topic":"Photonic Crystal and Fiber Optics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Soliton; Raman scattering; Energy conversion efficiency; Raman spectroscopy; Inverse; Physics; Energy (signal processing); Pulse (music); Energy transformation; Order (exchange); Computational physics; Optics; Quantum mechanics; Nonlinear system; Optoelectronics; Mathematics; Voltage","score_opus":0.003965328213855963,"score_gpt":0.1908285659680827,"score_spread":0.18686323775422675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312538992","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96720415,0.003502018,0.003953217,0.00007750731,0.005316963,0.0005523065,0.00054774154,0.00051278487,0.01833333],"genre_scores_gemma":[0.99494416,0.0006255329,0.0031643223,0.000051301875,0.000012732702,0.00010935325,0.00013125408,0.00007459982,0.00088676746],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99820656,0.000038528076,0.00042393905,0.0003542457,0.00048659937,0.00049014686],"domain_scores_gemma":[0.9989915,0.00010969132,0.00011042278,0.0005548747,0.00010183278,0.00013168815],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001498208,0.000269425,0.00039894017,0.00015045877,0.0002038773,0.000018986859,0.00047468184,0.000070558366,0.0014689489],"category_scores_gemma":[0.000017491624,0.00030882392,0.0001147127,0.00059294386,0.00011986053,0.00012947971,0.00037225184,0.00039982004,0.0000070222463],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023118382,0.0004185695,0.000026253743,0.00026657386,0.00019483935,0.00010458572,0.0005496072,0.7510868,0.20432,0.03588849,0.0011504614,0.00576265],"study_design_scores_gemma":[0.0022170164,0.00039746892,0.000020022886,0.000030787432,0.00006941797,0.000044269902,0.00089020765,0.62035125,0.13944684,0.0014419808,0.2343191,0.00077160296],"about_ca_topic_score_codex":0.000020272591,"about_ca_topic_score_gemma":0.0000073910423,"teacher_disagreement_score":0.23316865,"about_ca_system_score_codex":0.00021703086,"about_ca_system_score_gemma":0.00008366318,"threshold_uncertainty_score":0.9999364},"labels":[],"label_agreement":null},{"id":"W4312588908","doi":"10.1364/iprsn.2022.iw2b.3","title":"78% pump recycler for kW fiber lasers","year":2022,"lang":"en","type":"article","venue":"Optica Advanced Photonics Congress 2022","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Materials science; Fiber laser; Bundle; Optoelectronics; Laser; Cladding (metalworking); Fiber; Optics; Composite material; Physics","score_opus":0.009498875709948772,"score_gpt":0.2340548677863698,"score_spread":0.22455599207642102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312588908","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83108705,0.0049943984,0.010540485,0.0011471768,0.018566221,0.008051552,0.0033485473,0.004619523,0.117645055],"genre_scores_gemma":[0.4608177,0.0010949223,0.4614513,0.0014232688,0.00026555778,0.011857299,0.0010664129,0.0016830383,0.060340516],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99756867,0.000041675175,0.00047154716,0.00060833094,0.0004598714,0.00084991945],"domain_scores_gemma":[0.9983305,0.00042636786,0.00010555002,0.00082193635,0.00010180019,0.0002139002],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022121695,0.00041281388,0.00045170248,0.00016529017,0.00042217472,0.000044939123,0.000540393,0.00009399047,0.0034568293],"category_scores_gemma":[0.000116493466,0.0005101216,0.00020586792,0.0004689646,0.00009318483,0.00026956937,0.00023189235,0.00065811904,0.000086515356],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019354597,0.0000675817,0.000011624843,0.00008323638,0.00014733002,0.00004729509,0.000191116,0.9710912,0.013558162,0.0021512855,0.0032659902,0.009191605],"study_design_scores_gemma":[0.0018419648,0.000170206,0.0000101605465,0.00001834566,0.000060078393,0.00004181499,0.00047483598,0.2071476,0.021412905,0.0011098972,0.7669336,0.0007786068],"about_ca_topic_score_codex":0.0000017282229,"about_ca_topic_score_gemma":0.0000054894326,"teacher_disagreement_score":0.7639436,"about_ca_system_score_codex":0.0004682861,"about_ca_system_score_gemma":0.000055746958,"threshold_uncertainty_score":0.99973506},"labels":[],"label_agreement":null},{"id":"W4312603357","doi":"10.1364/bgppm.2022.btu4a.4","title":"Impact of variation of duty cycle on SHG generated in multi-layer poled silica structures","year":2022,"lang":"en","type":"article","venue":"Optica Advanced Photonics Congress 2022","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Duty cycle; Second-harmonic generation; Materials science; Layer (electronics); Optics; Variation (astronomy); Harmonic; Nonlinear optics; Optoelectronics; Duty; Voltage; Nanotechnology; Electrical engineering; Physics; Engineering; Acoustics; Laser","score_opus":0.01271625197281137,"score_gpt":0.2745468264881835,"score_spread":0.26183057451537217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312603357","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99633956,0.00048649602,0.00012987343,0.0000078500125,0.0003773993,0.00039301004,0.00033982666,0.00006819747,0.0018577805],"genre_scores_gemma":[0.99470365,0.00013189428,0.0048885983,0.00002027855,0.0000048012575,0.000099199824,0.000067528956,0.000046260284,0.000037791928],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99842554,0.00007428481,0.000505817,0.00029816994,0.00034519253,0.0003509878],"domain_scores_gemma":[0.99912506,0.00015607532,0.00013938209,0.00041751046,0.00007712934,0.000084841966],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016681617,0.00024023562,0.00045288345,0.00019943264,0.000066886496,0.000011679632,0.00031348507,0.00006734614,0.0008566391],"category_scores_gemma":[0.000066234876,0.00023799867,0.00014146684,0.0005506985,0.000056163237,0.000117353266,0.00011654428,0.00043206543,0.0000025089735],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001795131,0.00014884977,0.00020412132,0.00004430192,0.00008261906,0.000008731896,0.00019620958,0.7309744,0.26543257,0.002267803,0.0000047876856,0.000456115],"study_design_scores_gemma":[0.0017861772,0.00028505747,0.015894849,0.000025688152,0.000026232052,0.00000383273,0.000077671764,0.90909064,0.071996585,0.00041243932,0.00012220487,0.0002786373],"about_ca_topic_score_codex":0.000097912176,"about_ca_topic_score_gemma":0.00004281518,"teacher_disagreement_score":0.19343598,"about_ca_system_score_codex":0.00029143222,"about_ca_system_score_gemma":0.000089240166,"threshold_uncertainty_score":0.9705304},"labels":[],"label_agreement":null},{"id":"W4312654643","doi":"10.1364/bgppm.2022.bw5a.3","title":"Large-area fiber Bragg gratings acting as pump reflectors and pump wavelength stabilizers","year":2022,"lang":"en","type":"article","venue":"Optica Advanced Photonics Congress 2022","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"TeraXion (Canada); Université Laval","funders":"","keywords":"Materials science; Fiber Bragg grating; Cladding (metalworking); PHOSFOS; Optics; Multi-mode optical fiber; Fiber laser; Optoelectronics; Femtosecond; Laser; Optical fiber; Wavelength; Plastic-clad silica fiber; Plastic optical fiber; Composite material; Physics","score_opus":0.009825470571434038,"score_gpt":0.24412442583353924,"score_spread":0.2342989552621052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312654643","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98089504,0.0009100395,0.000260063,0.00012521318,0.0014419692,0.00088593835,0.00023332609,0.0011840264,0.014064388],"genre_scores_gemma":[0.9732291,0.000652476,0.021678103,0.00026785763,0.00003437376,0.000592264,0.000113879796,0.00046753872,0.0029643707],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99649715,0.000099726356,0.0006355301,0.00089369144,0.00071243645,0.0011614658],"domain_scores_gemma":[0.99790436,0.00061089214,0.00019939244,0.0008298706,0.000114290975,0.00034117777],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003902104,0.0006063279,0.0006200871,0.00023011082,0.0007623843,0.00010479195,0.0004680424,0.00013285977,0.0022640622],"category_scores_gemma":[0.00037314484,0.0007191219,0.00014683144,0.0007254601,0.00014156202,0.0005104405,0.00052272005,0.0013607129,0.000041023795],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00078181096,0.0004531288,0.00039789674,0.00061615027,0.00092703436,0.0008557935,0.013752897,0.7952438,0.13011883,0.009432019,0.00095399265,0.04646664],"study_design_scores_gemma":[0.004890298,0.00065763935,0.00006131084,0.00012514605,0.00019938023,0.00041494856,0.018551083,0.4761902,0.06310333,0.002335662,0.4305499,0.0029211098],"about_ca_topic_score_codex":0.000009063518,"about_ca_topic_score_gemma":0.000022767652,"teacher_disagreement_score":0.4295959,"about_ca_system_score_codex":0.00056842837,"about_ca_system_score_gemma":0.00008717111,"threshold_uncertainty_score":0.99952596},"labels":[],"label_agreement":null},{"id":"W4312661718","doi":"10.1364/sof.2022.som4h.3","title":"Detection of malaria pigment crystals employing submicron air-holes photonic crystal fiber","year":2022,"lang":"en","type":"article","venue":"Optica Advanced Photonics Congress 2022","topic":"Phytoplasmas and Hemiptera pathogens","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Photonic-crystal fiber; Photonic crystal; Materials science; Malaria; Optical fiber; Fiber; Optoelectronics; Photonics; Fourier transform infrared spectroscopy; Crystal (programming language); Optics; Composite material; Computer science","score_opus":0.01043670260211345,"score_gpt":0.2142177751019759,"score_spread":0.20378107249986244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312661718","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961191,0.0006249908,0.000009381472,0.00014104987,0.00048384193,0.00052203616,0.0005722303,0.00007751846,0.0014498689],"genre_scores_gemma":[0.99782914,0.00013426931,0.0006376336,0.00010322601,0.000027304295,0.00028682483,0.00012649856,0.000006562757,0.0008485571],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99791485,0.00011460434,0.0004485182,0.0005437707,0.00047842402,0.0004998238],"domain_scores_gemma":[0.99905527,0.00015873513,0.00037600799,0.00018600591,0.00009885051,0.00012512333],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030789786,0.00025847164,0.0003735335,0.000036650323,0.0006153454,0.000036195885,0.0003970158,0.000061951,0.0034763368],"category_scores_gemma":[0.000034045617,0.00015069869,0.00021495626,0.00042177565,0.00010808764,0.0001672272,0.00043236086,0.00036229816,0.000011270385],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019729158,0.00016783022,0.0005623628,0.000018906856,0.000031725915,0.000018056333,0.00007244619,0.0011281068,0.98738265,0.00023962185,0.000036845788,0.010144182],"study_design_scores_gemma":[0.0010532184,0.0011175829,0.0062410655,0.00005040334,0.000078563826,0.00009826824,0.001249641,0.0021068226,0.7655185,0.0006118655,0.22106285,0.0008112231],"about_ca_topic_score_codex":0.000020599338,"about_ca_topic_score_gemma":0.0001301812,"teacher_disagreement_score":0.22186413,"about_ca_system_score_codex":0.00017488083,"about_ca_system_score_gemma":0.000029700512,"threshold_uncertainty_score":0.9974346},"labels":[],"label_agreement":null},{"id":"W4312719485","doi":"10.1364/bgppm.2022.jtu2a.11","title":"Comparing Strip and Slot Waveguides for Phase-Change Material Devices in SOI Platforms","year":2022,"lang":"en","type":"article","venue":"Optica Advanced Photonics Congress 2022","topic":"Phase-change materials and chalcogenides","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Agence Nationale de la Recherche","keywords":"Silicon on insulator; Figure of merit; Phase change; Implementation; Computer science; Electronic engineering; Materials science; Optoelectronics; Engineering; Engineering physics; Silicon","score_opus":0.0629399442924282,"score_gpt":0.31278647130973886,"score_spread":0.24984652701731064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312719485","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99355346,0.00083023385,0.000042929787,0.00008509413,0.0021994067,0.0012657506,0.0017092382,0.00010570618,0.00020819138],"genre_scores_gemma":[0.9928135,0.00012962085,0.0041246056,0.00022801278,0.000087708955,0.0022027874,0.00027394757,0.00006200259,0.000077797056],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9976127,0.000057273843,0.00057541317,0.0006735003,0.0003656482,0.0007154651],"domain_scores_gemma":[0.9989816,0.00016977021,0.00027887017,0.00035488885,0.00006730812,0.00014758646],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00061594887,0.00033395385,0.00059732026,0.00016386276,0.00052540516,0.00021402245,0.00047057218,0.000061708895,0.0010802164],"category_scores_gemma":[0.00005622449,0.00033540293,0.000069867834,0.00019931463,0.00012819577,0.00052595435,0.00064010697,0.00016142524,0.000006214595],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019355316,0.00038796966,0.0002776093,0.00024492716,0.000026462872,0.00006576151,0.0010040097,0.0005965305,0.98897886,0.004011611,0.00009549914,0.0023751964],"study_design_scores_gemma":[0.013487683,0.0018071103,0.00054004765,0.00015014976,0.000114049355,0.00012321763,0.0035072945,0.059083097,0.8795009,0.003803018,0.036270317,0.0016130967],"about_ca_topic_score_codex":0.00007613576,"about_ca_topic_score_gemma":0.0003145222,"teacher_disagreement_score":0.109477974,"about_ca_system_score_codex":0.0001618396,"about_ca_system_score_gemma":0.00005764086,"threshold_uncertainty_score":0.9999098},"labels":[],"label_agreement":null},{"id":"W4312798048","doi":"10.1364/bgppm.2022.bm4a.4","title":"Low-Loss 1000°C-Stable Fiber Bragg Gratings Written Using the Phase Mask Technique and a Femtosecond Laser","year":2022,"lang":"en","type":"article","venue":"Optica Advanced Photonics Congress 2022","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Materials science; Femtosecond; Optics; Fiber Bragg grating; Fiber laser; PHOSFOS; Scanning electron microscope; Laser; Optoelectronics; Phase (matter); Fiber; Plastic optical fiber; Fiber optic sensor; Wavelength; Physics","score_opus":0.00789791716102069,"score_gpt":0.24468400803414336,"score_spread":0.23678609087312266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312798048","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.983887,0.0018311656,0.004294317,0.00018053022,0.00096118636,0.0021244176,0.0005530625,0.00065612316,0.0055121873],"genre_scores_gemma":[0.8444339,0.0006597332,0.14289244,0.0007222006,0.00009173273,0.0027519972,0.00017205004,0.00066443195,0.0076114913],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99745333,0.000093528564,0.00053083734,0.00063645636,0.00047490548,0.00081095763],"domain_scores_gemma":[0.99834466,0.0003424375,0.00015977278,0.00087296584,0.00008768479,0.00019248044],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00036352748,0.00048747522,0.00048543324,0.00015500128,0.00079959043,0.00011516954,0.0005238729,0.000107663756,0.0017787064],"category_scores_gemma":[0.000059774477,0.00047909064,0.0001156465,0.0006283177,0.00024448536,0.00041517228,0.00047905568,0.001111228,0.0000120174445],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026031106,0.00024176511,0.00003782928,0.00022794965,0.0002371714,0.0004023708,0.0014238436,0.7276503,0.2593905,0.001521735,0.00054046663,0.008065797],"study_design_scores_gemma":[0.004622187,0.00034464698,0.0000070937854,0.00012217012,0.00016659874,0.0008788105,0.0031400025,0.47372565,0.3362407,0.0013906219,0.17765228,0.0017092269],"about_ca_topic_score_codex":0.000009331107,"about_ca_topic_score_gemma":0.000009420964,"teacher_disagreement_score":0.25392464,"about_ca_system_score_codex":0.00034078956,"about_ca_system_score_gemma":0.00007527236,"threshold_uncertainty_score":0.99976605},"labels":[],"label_agreement":null},{"id":"W4312807484","doi":"10.1364/sppcom.2022.spm2i.4","title":"Equalization Noise Reduction Through Constellation Distortion in Coherent Systems","year":2022,"lang":"en","type":"article","venue":"Optica Advanced Photonics Congress 2022","topic":"Optical Network Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ericsson (Canada); McGill University","funders":"","keywords":"Equalization (audio); Constellation; Computer science; Distortion (music); Quadrature amplitude modulation; Electronic engineering; Reduction (mathematics); Modulation (music); Transmission (telecommunications); Noise (video); Noise reduction; Telecommunications; Decoding methods; Bit error rate; Bandwidth (computing); Physics; Engineering; Acoustics; Mathematics; Artificial intelligence","score_opus":0.010645134927862236,"score_gpt":0.2307454675230137,"score_spread":0.22010033259515147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312807484","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9523081,0.0085704,0.010454158,0.00012007142,0.008619709,0.002150751,0.000079840094,0.0018528784,0.015844077],"genre_scores_gemma":[0.99508697,0.00086072297,0.0033553566,0.000008475679,0.000017852466,0.00036905694,0.00013351096,0.000053417763,0.000114613824],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99844617,0.00007507144,0.0004621957,0.00032566913,0.00035344792,0.00033743135],"domain_scores_gemma":[0.99935865,0.00007554722,0.0001029574,0.00037528927,0.00004798629,0.000039551585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018875278,0.00019926974,0.00025892982,0.00013533398,0.00016271125,0.00004403044,0.00019903133,0.00009234841,0.00016552185],"category_scores_gemma":[0.000036295423,0.00024435626,0.000045311197,0.0006794785,0.00007836998,0.00030712722,0.00012618183,0.00044462303,0.0000093557555],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003977907,0.00004880147,0.000101722595,0.00006778334,0.00001630851,0.000008742836,0.00011870851,0.9713204,0.005914549,0.019439602,0.00015150466,0.0027720975],"study_design_scores_gemma":[0.00079647294,0.00012766285,0.000045262823,0.00006206943,0.000021698352,0.000028045693,0.0013538285,0.97028977,0.0033278146,0.001421984,0.02211625,0.0004091295],"about_ca_topic_score_codex":0.000009409596,"about_ca_topic_score_gemma":0.000005728015,"teacher_disagreement_score":0.04277888,"about_ca_system_score_codex":0.0008633807,"about_ca_system_score_gemma":0.000025495256,"threshold_uncertainty_score":0.9964559},"labels":[],"label_agreement":null},{"id":"W4312825599","doi":"10.1364/bgppm.2022.bm3a.5","title":"Mode Transition During Deposition of Nanoscale ITO Coatings on Tilted Fiber Bragg Gratings","year":2022,"lang":"en","type":"article","venue":"Optica Advanced Photonics Congress 2022","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada; Ministerio de Ciencia e Innovación","keywords":"Materials science; Indium tin oxide; Fiber Bragg grating; Deposition (geology); Optoelectronics; Sputter deposition; Nanoscopic scale; Sputtering; Fiber; Optics; Thin film; Nanotechnology; Composite material","score_opus":0.004977665409998052,"score_gpt":0.2165303531491408,"score_spread":0.21155268773914274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312825599","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99314505,0.0001711522,0.0013985664,0.00005418478,0.0006498242,0.0007818554,0.00027611438,0.00041294273,0.0031103103],"genre_scores_gemma":[0.9725978,0.00007454391,0.025770025,0.00008142536,0.000020166271,0.00050506945,0.00017177363,0.00016105988,0.00061817566],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9977964,0.00006549373,0.00056773884,0.00046985957,0.0006091027,0.0004913748],"domain_scores_gemma":[0.9989172,0.00017052538,0.00017473592,0.0005194369,0.00009657712,0.00012149974],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00011137322,0.0003489469,0.00041934196,0.00019663582,0.0003409741,0.000023345545,0.0002768997,0.00008991629,0.0005644939],"category_scores_gemma":[0.000043431668,0.0004385872,0.00014572324,0.00050767505,0.000080924336,0.0002707984,0.00009115518,0.0006280375,0.000014992935],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017022142,0.00005996943,0.0000037848492,0.00009293676,0.000028427265,0.0000248705,0.0006010929,0.6041472,0.39396182,0.00026800256,0.000029341261,0.0006123457],"study_design_scores_gemma":[0.0015800819,0.00027272746,0.000026554482,0.00011199372,0.000047167072,0.00006214863,0.00058267737,0.37746927,0.61824584,0.00025612366,0.00081728504,0.00052811543],"about_ca_topic_score_codex":0.000009929971,"about_ca_topic_score_gemma":0.000008437347,"teacher_disagreement_score":0.22667791,"about_ca_system_score_codex":0.00035713124,"about_ca_system_score_gemma":0.000028427537,"threshold_uncertainty_score":0.9998066},"labels":[],"label_agreement":null},{"id":"W4312836456","doi":"10.1364/networks.2022.nem4e.1","title":"Point-to-Multipoint Networks Enabled by Digital Subcarrier Multiplexing","year":2022,"lang":"en","type":"article","venue":"Optica Advanced Photonics Congress 2022","topic":"Optical Network Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Infineon Technologies (Canada)","funders":"","keywords":"Subcarrier; Multiplexing; Computer science; Subcarrier multiplexing; Orthogonal frequency-division multiplexing; Telecommunications; Computer network; Point (geometry); Point-to-point; Electronic engineering; Engineering","score_opus":0.003548842018634224,"score_gpt":0.19276104006894595,"score_spread":0.18921219805031173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312836456","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87010455,0.01344535,0.058091927,0.0011921523,0.01018788,0.005874718,0.0018495409,0.011243732,0.028010134],"genre_scores_gemma":[0.9715387,0.0002360722,0.025513995,0.00023383573,0.00003204826,0.0011645637,0.00018206165,0.000221833,0.00087686896],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99703157,0.000037553622,0.000555657,0.00068721926,0.000521979,0.0011660416],"domain_scores_gemma":[0.99827236,0.000344964,0.00007963073,0.0009098857,0.000079886966,0.00031324776],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00022843668,0.00048916775,0.00052337203,0.00017821004,0.00041041503,0.00020127592,0.000900399,0.00014381399,0.0005570862],"category_scores_gemma":[0.00023772984,0.0005704735,0.00016037743,0.0009372326,0.00013002724,0.00042966427,0.0010468932,0.0012428556,0.000047150283],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000101964426,0.00006762778,0.00013588957,0.000025304744,0.000090552036,0.00006970368,0.00006574919,0.9775938,0.005161709,0.0022738604,0.004825326,0.0095885545],"study_design_scores_gemma":[0.0009783384,0.00018921639,0.00001123415,0.0000276109,0.000018325882,0.000025110176,0.0005090943,0.82685614,0.0034862922,0.00038878786,0.16673972,0.0007701087],"about_ca_topic_score_codex":0.0000025582935,"about_ca_topic_score_gemma":0.000004277598,"teacher_disagreement_score":0.1619144,"about_ca_system_score_codex":0.00050627487,"about_ca_system_score_gemma":0.000029638466,"threshold_uncertainty_score":0.9996747},"labels":[],"label_agreement":null},{"id":"W4312890570","doi":"10.1364/bgppm.2022.bth2a.5","title":"Dual-wavelength differential detection of tilted fiber Bragg gratings for ppb-level measurement of dissolved ammonia","year":2022,"lang":"en","type":"article","venue":"Optica Advanced Photonics Congress 2022","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Fiber Bragg grating; Materials science; Wavelength; Detection limit; Optics; Ammonia; Differential (mechanical device); Optical fiber; Optoelectronics; PHOSFOS; Fiber; Fiber optic sensor; Dispersion-shifted fiber; Chemistry; Chromatography; Physics","score_opus":0.018833088816706933,"score_gpt":0.22973242538694436,"score_spread":0.21089933657023743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312890570","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9757168,0.00043294617,0.018430995,0.000021398453,0.0020574613,0.0015997646,0.0011281712,0.00021770658,0.0003947074],"genre_scores_gemma":[0.9636833,0.00007181468,0.03491607,0.0000077458235,0.000021365908,0.00067807134,0.00008369214,0.00014281232,0.00039511212],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9973112,0.000056040706,0.0008073092,0.00046285306,0.0008401395,0.00052248547],"domain_scores_gemma":[0.99831945,0.000248788,0.00034498383,0.0006034876,0.00036502755,0.000118291944],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002653413,0.0003774972,0.0006309522,0.00018330521,0.00020780833,0.000014843136,0.0002948212,0.000092087925,0.00030739338],"category_scores_gemma":[0.00021082084,0.00043942305,0.0002322342,0.0004060612,0.000106675696,0.00015546258,0.00017447243,0.00042639085,0.0000022378108],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004050003,0.00015265115,0.000010853715,0.00024719714,0.00023300113,0.000004707275,0.00029219702,0.11145412,0.8701448,0.0002892425,0.000035464196,0.016730763],"study_design_scores_gemma":[0.0026183382,0.00040270353,0.00017147983,0.000056264842,0.00013606448,0.000010786823,0.00036578663,0.2627371,0.7279761,0.00028529516,0.00473286,0.00050725165],"about_ca_topic_score_codex":0.000009442002,"about_ca_topic_score_gemma":0.000034790435,"teacher_disagreement_score":0.151283,"about_ca_system_score_codex":0.00038266365,"about_ca_system_score_gemma":0.000058897815,"threshold_uncertainty_score":0.99980575},"labels":[],"label_agreement":null},{"id":"W4312891708","doi":"10.1364/bgppm.2022.bth3a.1","title":"Physical Unclonable Functions based on random gratings","year":2022,"lang":"en","type":"article","venue":"Optica Advanced Photonics Congress 2022","topic":"Physical Unclonable Functions (PUFs) and Hardware Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Physical unclonable function; Computer science; Authentication (law); Encryption; Cryptography; Message authentication code; Embedded system; Computer hardware; Computer network; Computer security","score_opus":0.006316716111157203,"score_gpt":0.22778453050894912,"score_spread":0.22146781439779192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312891708","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24103928,0.00080036535,0.52053326,0.010527648,0.021143692,0.0057614506,0.001563919,0.0044542747,0.19417612],"genre_scores_gemma":[0.97438127,0.000016595475,0.016068755,0.002128298,0.0001081102,0.0017330425,0.00016445392,0.00006793053,0.005331558],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99661463,0.00023365082,0.0003347497,0.0010401336,0.0010681242,0.00070868904],"domain_scores_gemma":[0.9972884,0.0006836226,0.0001877255,0.0013782921,0.00019842059,0.0002635123],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00036082964,0.00037490804,0.00047572094,0.00021278986,0.0017085953,0.00020090005,0.001266053,0.000047859998,0.00059581106],"category_scores_gemma":[0.00015872528,0.0003847449,0.00033061934,0.0014908839,0.00012245249,0.0005627311,0.00077447045,0.000994205,0.000114165814],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010151698,0.003644322,0.000065235145,0.000053156895,0.00012479087,0.00017117786,0.00056052714,0.560655,0.009984956,0.40006286,0.009957624,0.013705198],"study_design_scores_gemma":[0.002612158,0.00075397524,0.00001744969,0.000012968504,0.000029648987,0.000010498951,0.00010484062,0.7865433,0.0023978488,0.008132339,0.19891326,0.00047173566],"about_ca_topic_score_codex":0.000022446498,"about_ca_topic_score_gemma":0.000010337033,"teacher_disagreement_score":0.733342,"about_ca_system_score_codex":0.00033408814,"about_ca_system_score_gemma":0.00035400136,"threshold_uncertainty_score":0.99986047},"labels":[],"label_agreement":null},{"id":"W4312914985","doi":"10.1364/sppcom.2022.spw2j.1","title":"Organic Molecules for Quantum Communication","year":2022,"lang":"en","type":"article","venue":"Optica Advanced Photonics Congress 2022","topic":"Quantum Information and Cryptography","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Organic molecules; Computer science; Quantum; Molecule; Chemistry; Physics; Quantum mechanics; Organic chemistry","score_opus":0.00824558023470082,"score_gpt":0.24013563787514344,"score_spread":0.23189005764044263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312914985","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05779365,0.0030512905,0.9168219,0.003740236,0.0027383722,0.0022918023,0.00020308682,0.0009482707,0.012411395],"genre_scores_gemma":[0.69825816,0.00052909856,0.29582468,0.0025439328,0.000009184583,0.0020552538,0.00023311474,0.000055151067,0.00049141084],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985148,0.000092783004,0.00035085672,0.00031579848,0.00038888762,0.00033690786],"domain_scores_gemma":[0.99820006,0.00019976225,0.00022639672,0.001112144,0.00016485316,0.00009679571],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000387616,0.00016347299,0.00018845827,0.00017105826,0.0008631399,0.00014642936,0.0017075182,0.000032748576,0.00034061997],"category_scores_gemma":[0.000060782444,0.00018490652,0.00013012999,0.0007251397,0.00006477992,0.0005777191,0.0007648702,0.00028157912,0.000018757495],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039534552,0.000097638884,0.000009863132,0.00001895731,0.000026827245,0.0000023308494,0.0005119993,0.003160432,0.0039197803,0.98607004,0.0012874281,0.004855167],"study_design_scores_gemma":[0.0010720048,0.00024274047,0.000021066722,0.000008133104,0.00001098355,0.000022284603,0.00062580063,0.6915025,0.0048992434,0.031015174,0.2702351,0.0003449519],"about_ca_topic_score_codex":0.0000019051525,"about_ca_topic_score_gemma":0.0000032286684,"teacher_disagreement_score":0.9550549,"about_ca_system_score_codex":0.000087350454,"about_ca_system_score_gemma":0.000117791045,"threshold_uncertainty_score":0.7540269},"labels":[],"label_agreement":null},{"id":"W4312957227","doi":"10.1364/iprsn.2022.im2b.1","title":"On-Chip Circular Optical Phased Arrays","year":2022,"lang":"en","type":"article","venue":"Optica Advanced Photonics Congress 2022","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada; Optiwave Systems (Canada); Carleton University","funders":"","keywords":"Phased array; Phased-array optics; Optics; Grating; Chip; Physics; Range (aeronautics); Optoelectronics; Materials science; Engineering; Telecommunications; Antenna (radio)","score_opus":0.008251423225558635,"score_gpt":0.2284621749583214,"score_spread":0.22021075173276278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312957227","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6512587,0.0039189183,0.0046455073,0.00031282383,0.0055142865,0.0014194407,0.00045148382,0.0015424237,0.3309364],"genre_scores_gemma":[0.9911551,0.00023904891,0.006724947,0.00053775107,0.000029204884,0.00067142205,0.00008448159,0.00014424334,0.000413831],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9972901,0.000060959952,0.00044554382,0.0006009045,0.0007661308,0.00083641283],"domain_scores_gemma":[0.99833834,0.00039167845,0.0000618032,0.00080883707,0.000053422442,0.00034593785],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027003145,0.00042057576,0.00048617038,0.00015780688,0.00042790326,0.000073522104,0.0006938217,0.00009456422,0.0034920722],"category_scores_gemma":[0.00010360952,0.00046756573,0.00021426415,0.0005055015,0.00013782641,0.00017453912,0.00017169729,0.0011154797,0.00015040723],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027914,0.00044558366,0.000013443937,0.00014135269,0.00026426386,0.00039821203,0.00021232809,0.7332362,0.08648387,0.17379527,0.0008309995,0.0038993629],"study_design_scores_gemma":[0.0035007966,0.0006701528,0.00003987131,0.000053321008,0.00011730021,0.0001055864,0.00050127134,0.6524923,0.059242364,0.007766003,0.27400488,0.0015061853],"about_ca_topic_score_codex":0.0000015163937,"about_ca_topic_score_gemma":0.0000017733798,"teacher_disagreement_score":0.33989638,"about_ca_system_score_codex":0.00035470654,"about_ca_system_score_gemma":0.000083896055,"threshold_uncertainty_score":0.9997776},"labels":[],"label_agreement":null},{"id":"W4312976570","doi":"10.1364/sppcom.2022.spth1i.7","title":"Far-end Receiver DSP-based Transmitter Imbalance for Digital Subcarrier Multiplexing Systems","year":2022,"lang":"en","type":"article","venue":"Optica Advanced Photonics Congress 2022","topic":"Optical Network Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Huawei Technologies (Canada)","funders":"","keywords":"Transmitter; Digital signal processing; Subcarrier; Computer science; Electronic engineering; Multiplexing; Skew; Computer hardware; Embedded system; Electrical engineering; Telecommunications; Engineering; Orthogonal frequency-division multiplexing","score_opus":0.007309262245047798,"score_gpt":0.20761946520859834,"score_spread":0.20031020296355054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312976570","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8119738,0.016573759,0.116534114,0.0009124468,0.015715828,0.00891123,0.006985716,0.008677361,0.013715709],"genre_scores_gemma":[0.9735834,0.00011407458,0.023264272,0.0001069864,0.00003150505,0.0020759127,0.00019351,0.00017110356,0.0004592152],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99768883,0.000028985467,0.00046666016,0.00056154956,0.00043042784,0.0008235719],"domain_scores_gemma":[0.99855995,0.00045860134,0.00008335986,0.00067392935,0.0000937411,0.0001303869],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00018451503,0.00039678768,0.00048019254,0.00014144865,0.00032905646,0.00016071803,0.0006532841,0.000116871364,0.00015959246],"category_scores_gemma":[0.00009958577,0.0004477431,0.0001938446,0.00044790373,0.00016078215,0.00032827095,0.00014592233,0.0006882915,0.000011524101],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017413938,0.00006018351,0.00030515695,0.00021621112,0.000102801016,0.000041572588,0.00004685055,0.9841495,0.0024464666,0.0042248704,0.0005830353,0.007649213],"study_design_scores_gemma":[0.0013804628,0.00015921853,0.00004266393,0.000041992185,0.000026796812,0.00001155818,0.00018738204,0.80593675,0.0020543325,0.00024086524,0.18935509,0.00056290405],"about_ca_topic_score_codex":0.0000016153464,"about_ca_topic_score_gemma":0.0000039825954,"teacher_disagreement_score":0.18877205,"about_ca_system_score_codex":0.0003443768,"about_ca_system_score_gemma":0.00004570271,"threshold_uncertainty_score":0.9997974},"labels":[],"label_agreement":null},{"id":"W4312984590","doi":"10.1364/bgppm.2022.btu1a.4","title":"Determining the Dispersion of Optical Fibers Over a Broad Spectral Range With an Array of Fs-Written FBGs","year":2022,"lang":"en","type":"article","venue":"Optica Advanced Photonics Congress 2022","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Materials science; Dispersion (optics); Refractive index; Optics; Zero-dispersion wavelength; Optical fiber; Wavelength; Fiber Bragg grating; Visible spectrum; Photonic-crystal fiber; Optoelectronics; Graded-index fiber; Fiber optic sensor; Physics","score_opus":0.006837096785629762,"score_gpt":0.22522957595157506,"score_spread":0.21839247916594529,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312984590","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9943687,0.00033019696,0.00084159384,0.000040565476,0.00043396367,0.0005908953,0.00013228835,0.00012476902,0.0031370458],"genre_scores_gemma":[0.94584894,0.000109644534,0.053527016,0.00004535259,0.000018530953,0.00013072616,0.000039663846,0.0001305128,0.00014963168],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99774635,0.00006697231,0.0004986401,0.00043818215,0.00070095435,0.00054891023],"domain_scores_gemma":[0.99839365,0.0003264095,0.00018224178,0.0008494211,0.00009716572,0.00015111329],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020801555,0.00034764834,0.00052870053,0.00012853264,0.00019454634,0.000020094707,0.00060509087,0.00006835045,0.00042893796],"category_scores_gemma":[0.000054531476,0.0002956928,0.00014117951,0.0004949976,0.00032911863,0.00030206406,0.00015088273,0.00065566186,0.0000020340333],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012056405,0.00033833232,0.002736416,0.00019557851,0.0003141599,0.00008561519,0.0026666531,0.85972476,0.12365403,0.0027248266,0.00006781771,0.006286159],"study_design_scores_gemma":[0.016437037,0.0059782467,0.012620282,0.00041791878,0.0008063964,0.00031834524,0.0139169935,0.6342631,0.2950854,0.0008993059,0.01573728,0.0035197006],"about_ca_topic_score_codex":0.000005733806,"about_ca_topic_score_gemma":0.000015669915,"teacher_disagreement_score":0.22546169,"about_ca_system_score_codex":0.00019790228,"about_ca_system_score_gemma":0.000054541684,"threshold_uncertainty_score":0.9999495},"labels":[],"label_agreement":null},{"id":"W4313025824","doi":"10.1364/iprsn.2022.ith2b.6","title":"Electrically Reconfigurable Waveguide Bragg Gratings for Multiple Tunable Wavelength-Division Multiplexing Filters","year":2022,"lang":"en","type":"article","venue":"Optica Advanced Photonics Congress 2022","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Fiber Bragg grating; Materials science; Optics; Optoelectronics; Multiplexing; Grating; Optical filter; Waveguide; Silicon on insulator; Wavelength; Wavelength-division multiplexing; PHOSFOS; Arrayed waveguide grating; Silicon; Electronic engineering; Optical fiber; Physics; Engineering; Fiber optic sensor; Plastic optical fiber","score_opus":0.009794312732919874,"score_gpt":0.22500866860656238,"score_spread":0.21521435587364252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313025824","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7877265,0.008442016,0.0358977,0.0008370591,0.010672959,0.010001638,0.0030472474,0.0042917263,0.13908313],"genre_scores_gemma":[0.9365124,0.00047290628,0.057650723,0.0003974974,0.00003323514,0.0020531032,0.0003531036,0.0002161992,0.0023108395],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9966548,0.00006852111,0.0007502459,0.00076713983,0.00055253913,0.0012067409],"domain_scores_gemma":[0.99761885,0.0011163455,0.00016269303,0.00063854095,0.00016284527,0.00030071806],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00053437625,0.00048981875,0.0006155631,0.0001970815,0.00084811024,0.00012986666,0.0007183465,0.00012364374,0.00092110666],"category_scores_gemma":[0.0005027576,0.0005480849,0.00027367138,0.00058991293,0.00007585998,0.00041121777,0.00019686425,0.00083651074,0.000023472112],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043893862,0.00026065347,0.00006666624,0.00038496582,0.00027145748,0.000067580935,0.0005079614,0.64565074,0.3095146,0.007528532,0.0026138483,0.032694053],"study_design_scores_gemma":[0.0017023026,0.00026127265,0.00001866362,0.0000372546,0.000027809105,0.000017025373,0.00029577527,0.78426987,0.06791649,0.0006931453,0.1441542,0.00060621585],"about_ca_topic_score_codex":0.000020967966,"about_ca_topic_score_gemma":0.000026162028,"teacher_disagreement_score":0.24159811,"about_ca_system_score_codex":0.0004949135,"about_ca_system_score_gemma":0.00011221434,"threshold_uncertainty_score":0.9999922},"labels":[],"label_agreement":null},{"id":"W4313037929","doi":"10.1364/np.2022.npth2f.3","title":"Challenges associated with fabrication of III-V integrated optical nanostructures for nonlinear optics","year":2022,"lang":"en","type":"article","venue":"Optica Advanced Photonics Congress 2022","topic":"Optical Network Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Fabrication; Materials science; Nonlinear optical; Nonlinear optics; Nanostructure; Photonics; Nonlinear system; Optoelectronics; Semiconductor; Nanotechnology; Physics","score_opus":0.011723871130005847,"score_gpt":0.2301005013580289,"score_spread":0.21837663022802306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313037929","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9649619,0.008297909,0.008214016,0.00054825365,0.0023747527,0.0033126443,0.0010730069,0.0024940602,0.008723481],"genre_scores_gemma":[0.8275606,0.0010486149,0.17009394,0.000024018658,0.000016312908,0.0007416741,0.0002820952,0.00012602947,0.000106741994],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9980931,0.000036730074,0.00047373862,0.0004263561,0.00043557034,0.00053445116],"domain_scores_gemma":[0.9982694,0.00057494,0.00015766794,0.0005767101,0.00033024544,0.00009104916],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00023995512,0.00033265192,0.0005393353,0.00016090469,0.00017774616,0.000024852403,0.00056606723,0.00015958813,0.00006628967],"category_scores_gemma":[0.000459048,0.000321535,0.000103223385,0.0005898052,0.00023869288,0.00012629808,0.00021350593,0.00063728186,9.813975e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006954164,0.00039307965,0.00005410326,0.0002721976,0.00071142137,0.000031129246,0.00027951613,0.818759,0.018422334,0.12072022,0.0003456525,0.03931588],"study_design_scores_gemma":[0.002536165,0.0012724969,0.00010992653,0.00011356471,0.00016486087,0.000019599707,0.001765955,0.9351886,0.045166206,0.0022517226,0.010640505,0.0007704303],"about_ca_topic_score_codex":9.1524595e-7,"about_ca_topic_score_gemma":0.000017226144,"teacher_disagreement_score":0.16187993,"about_ca_system_score_codex":0.00025129618,"about_ca_system_score_gemma":0.00007645245,"threshold_uncertainty_score":0.99992365},"labels":[],"label_agreement":null},{"id":"W4313051886","doi":"10.1364/bgppm.2022.bth2a.2","title":"Tunable Mid-infrared Fiber Laser Based on fs-written FBGs in Fluoride Fibers for Methane Sensing","year":2022,"lang":"en","type":"article","venue":"Optica Advanced Photonics Congress 2022","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Materials science; Laser; Methane; Fiber laser; Fluoride; Infrared; Optoelectronics; Fiber; Wavelength; Optics; Optical fiber; Composite material; Chemistry","score_opus":0.008947119299497569,"score_gpt":0.233861633451888,"score_spread":0.22491451415239044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313051886","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8949736,0.0023051903,0.009343346,0.0012932862,0.010794944,0.00934688,0.0021575585,0.0030079607,0.06677724],"genre_scores_gemma":[0.32355803,0.00021407906,0.65098506,0.0018302466,0.0001387681,0.0027179501,0.000964095,0.0011997112,0.018392053],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9966152,0.000101919715,0.0006722217,0.0008432592,0.00063231186,0.0011351253],"domain_scores_gemma":[0.9973473,0.0011521949,0.00014194322,0.0010116989,0.00011340782,0.000233444],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00044943672,0.0005695207,0.0007048063,0.00044796572,0.0002703494,0.000049616,0.00045786935,0.00014275471,0.0010543658],"category_scores_gemma":[0.00022494192,0.0007114872,0.00023148928,0.0008818958,0.00008638584,0.00026110638,0.00016482189,0.0009389451,0.000036532576],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000477821,0.000071592716,0.000009875515,0.00009712802,0.000059701666,0.00015539797,0.00017978251,0.9827973,0.0116526075,0.000110379355,0.00092196,0.0034664355],"study_design_scores_gemma":[0.004136669,0.00024518595,0.000012054561,0.000081115315,0.000053787364,0.000022116505,0.00057227764,0.7331556,0.119313166,0.0006162106,0.14088018,0.0009116226],"about_ca_topic_score_codex":0.000009648809,"about_ca_topic_score_gemma":0.000016787026,"teacher_disagreement_score":0.64164174,"about_ca_system_score_codex":0.0009777475,"about_ca_system_score_gemma":0.00012203572,"threshold_uncertainty_score":0.9998588},"labels":[],"label_agreement":null},{"id":"W4313055421","doi":"10.1364/bgppm.2022.bw2a.4","title":"Direct-laser-writing of ultra-long waveguides in coreless optical fibers","year":2022,"lang":"en","type":"article","venue":"Optica Advanced Photonics Congress 2022","topic":"Advanced Fiber Laser Technologies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Natural Sciences and Engineering Research Council of Canada","funders":"","keywords":"Materials science; Refractive index; Optical fiber; Laser; Optics; Microstructured optical fiber; Optoelectronics; Fiber; Graded-index fiber; Composite material; Fiber optic sensor; Physics","score_opus":0.007687961497311429,"score_gpt":0.24898710991134715,"score_spread":0.2412991484140357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313055421","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95649886,0.00038261627,0.000924468,0.00012217539,0.0004709297,0.0007145726,0.00040055267,0.00018012311,0.040305723],"genre_scores_gemma":[0.9824686,0.000041468273,0.016203914,0.000037401034,0.000014751956,0.0005377657,0.00011016862,0.0000721576,0.00051375694],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9972188,0.000084271516,0.00075983274,0.00069982215,0.0005033774,0.00073391356],"domain_scores_gemma":[0.9981383,0.000544289,0.00035087412,0.00075045764,0.00010774566,0.000108312415],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00031354776,0.00036194263,0.0006575693,0.00023808633,0.000277854,0.000032134765,0.00074281514,0.00006743708,0.0008310338],"category_scores_gemma":[0.0000763892,0.00042135493,0.00017893776,0.0008123261,0.00031403598,0.0002754318,0.0005381848,0.0008847791,0.000005925841],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010234176,0.0023460197,0.069744825,0.00031214932,0.0005385832,0.00048066073,0.0012659606,0.43451464,0.15132907,0.23903626,0.00038574275,0.09902267],"study_design_scores_gemma":[0.00396066,0.00044247828,0.0010083073,0.0001868453,0.00008742142,0.000017847375,0.011155322,0.014294127,0.95030695,0.010630201,0.0065136403,0.0013961996],"about_ca_topic_score_codex":0.000037201713,"about_ca_topic_score_gemma":0.000016477774,"teacher_disagreement_score":0.79897785,"about_ca_system_score_codex":0.00019644167,"about_ca_system_score_gemma":0.00012253577,"threshold_uncertainty_score":0.9998238},"labels":[],"label_agreement":null},{"id":"W4313136190","doi":"10.1364/bgppm.2022.jtu2a.9","title":"Low Half-Wave-Voltage Lithium Niobate Modulator Using High-K Dielectric Material Cladding","year":2022,"lang":"en","type":"article","venue":"Optica Advanced Photonics Congress 2022","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Cladding (metalworking); Lithium niobate; Materials science; Dielectric; Electro-optic modulator; Interferometry; Optical modulator; Optics; Voltage; Optoelectronics; Electrical engineering; Phase modulation; Composite material; Physics; Engineering","score_opus":0.008914782601078858,"score_gpt":0.21688406741447877,"score_spread":0.2079692848133999,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313136190","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98261535,0.0008773556,0.0019490278,0.000032544776,0.005501529,0.0007121347,0.0004668579,0.0006914781,0.0071537215],"genre_scores_gemma":[0.98883283,0.00025949383,0.009556283,0.00013639277,0.00008169662,0.00029207199,0.00012368233,0.00018688492,0.00053065247],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99692,0.000073654584,0.0006024635,0.0006799964,0.00064227264,0.0010816327],"domain_scores_gemma":[0.9986669,0.00013686529,0.00013744166,0.0006970967,0.000077624,0.0002840829],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027889424,0.00050925196,0.0006233037,0.00023729187,0.0005931528,0.00015970327,0.0005449049,0.0001376176,0.0024307074],"category_scores_gemma":[0.000052795942,0.0005841079,0.00017242378,0.00079477683,0.00009755304,0.00039925336,0.00047550804,0.0008822713,0.000027638245],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024395494,0.000134092,0.000016073842,0.00023661286,0.00021069779,0.00034353277,0.00017097732,0.5686659,0.41297454,0.014763758,0.00012460102,0.002115283],"study_design_scores_gemma":[0.0009185242,0.00014338562,0.00003899057,0.000043309105,0.00007437658,0.00006789255,0.00012887208,0.8484533,0.1325048,0.00061194116,0.016262747,0.00075189315],"about_ca_topic_score_codex":0.000025925388,"about_ca_topic_score_gemma":0.0000063995317,"teacher_disagreement_score":0.28046972,"about_ca_system_score_codex":0.00065622735,"about_ca_system_score_gemma":0.00010940965,"threshold_uncertainty_score":0.999661},"labels":[],"label_agreement":null},{"id":"W4313194797","doi":"10.1364/bgppm.2022.bm2a.1","title":"Distributed Curvature Sensing Using a Novel FBG-Based Hybrid Polycarbonate-Silica Multicore Fiber","year":2022,"lang":"en","type":"article","venue":"Optica Advanced Photonics Congress 2022","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"TeraXion (Canada); Center for Northern Studies; Université Laval","funders":"","keywords":"Materials science; Polycarbonate; Curvature; Polyimide; Photonic-crystal fiber; Fiber; Multi-core processor; Core (optical fiber); Optical fiber; Composite material; Optics; Computer science; Parallel computing; Layer (electronics); Physics","score_opus":0.011768153862189948,"score_gpt":0.23267017066011975,"score_spread":0.2209020167979298,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313194797","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9385069,0.0027752495,0.041958578,0.00029108662,0.0047899345,0.0021803826,0.004926168,0.0023258151,0.0022459119],"genre_scores_gemma":[0.753893,0.000027898934,0.24412602,0.0002684944,0.000048033908,0.00013300721,0.0007203969,0.00039861634,0.00038454676],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9963892,0.00007262477,0.00067563605,0.00088523503,0.0008125429,0.0011647715],"domain_scores_gemma":[0.99771655,0.000451259,0.00020988041,0.0011252632,0.0001735711,0.00032345112],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001990881,0.0007040005,0.0006955022,0.00025485575,0.0006053097,0.000082442355,0.00055585994,0.00011181691,0.0007463662],"category_scores_gemma":[0.00019708766,0.00086590124,0.0002551906,0.0009256659,0.00018502287,0.00027131222,0.00034817785,0.0015329235,0.000017000475],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014698022,0.000087534754,0.000018074683,0.00005681227,0.00011201485,0.00018715039,0.00006987232,0.89019686,0.1075137,0.0001465368,0.000107705186,0.0013567472],"study_design_scores_gemma":[0.0020789448,0.000060265524,0.000016411655,0.000056583347,0.00010805996,0.00018308581,0.00020329117,0.9022293,0.030888293,0.000094536146,0.06313246,0.00094876275],"about_ca_topic_score_codex":0.000015135587,"about_ca_topic_score_gemma":0.0000076647975,"teacher_disagreement_score":0.20216744,"about_ca_system_score_codex":0.0011503487,"about_ca_system_score_gemma":0.00016486351,"threshold_uncertainty_score":0.99937916},"labels":[],"label_agreement":null},{"id":"W4323644460","doi":"10.1364/assl.2022.jtu6a.21","title":"Waveguide writing in polymers with femtosecond laser","year":2022,"lang":"en","type":"article","venue":"Optica Advanced Photonics Congress 2022","topic":"Laser Material Processing Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Innovation Cluster (Canada)","funders":"","keywords":"Femtosecond; Laser; Materials science; Waveguide; Polymer; Optics; Optoelectronics; Core (optical fiber); Composite material; Physics","score_opus":0.004529339298574801,"score_gpt":0.20734313905370888,"score_spread":0.20281379975513408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323644460","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96917176,0.00067886064,0.00017876599,0.00008427932,0.00063212455,0.00044749933,0.00011360242,0.000899514,0.027793618],"genre_scores_gemma":[0.9814522,0.000056493685,0.017210593,0.00014343788,0.000011623643,0.0005085912,0.000046731355,0.00011914251,0.0004511378],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99850196,0.000040425457,0.0003432089,0.00034089872,0.00029384354,0.00047968858],"domain_scores_gemma":[0.9993748,0.000066233835,0.00006550305,0.0003785532,0.000031850745,0.00008304603],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022661411,0.00024315325,0.00028233268,0.00016603964,0.00017255096,0.00007437117,0.0003646508,0.000045086545,0.0013577031],"category_scores_gemma":[0.000018814295,0.00026583747,0.00003529829,0.0004220548,0.00006368686,0.00027203793,0.00021187308,0.00047246454,0.0000056558947],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00069305947,0.0002779604,0.0008378083,0.0006670751,0.0001752265,0.0012230453,0.0011956976,0.7086515,0.2631851,0.0037015597,0.0010617605,0.018330235],"study_design_scores_gemma":[0.0031753683,0.0004175708,0.00010086547,0.00022001583,0.000043541917,0.0001266757,0.0016571605,0.29676184,0.6281125,0.0013651649,0.066361256,0.0016580682],"about_ca_topic_score_codex":0.000013496699,"about_ca_topic_score_gemma":0.000029632372,"teacher_disagreement_score":0.41188964,"about_ca_system_score_codex":0.00027868865,"about_ca_system_score_gemma":0.000061004514,"threshold_uncertainty_score":0.9999794},"labels":[],"label_agreement":null},{"id":"W4323791278","doi":"10.1364/assl.2022.atu5a.4","title":"Watt-level Erbium-Doped Dual-Wavelength Pumped All-Fiber Laser at 3.8 µm","year":2022,"lang":"en","type":"article","venue":"Optica Advanced Photonics Congress 2022","topic":"Photonic Crystal and Fiber Optics","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Watt; Fiber laser; Erbium; Materials science; Wavelength; Erbium doped fiber amplifier; Laser; Optics; Optoelectronics; Power (physics); Doping; Physics; Optical amplifier","score_opus":0.016903415996425898,"score_gpt":0.22758036303185333,"score_spread":0.21067694703542744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323791278","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9440487,0.0015235206,0.00007103246,0.00026457495,0.003976043,0.0013771412,0.0020964216,0.001099102,0.045543432],"genre_scores_gemma":[0.94662434,0.0012580067,0.008263857,0.0005717976,0.000079062156,0.0013346688,0.0008039278,0.00044032518,0.040624004],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962761,0.00008237463,0.0007170447,0.0008105385,0.0008889427,0.0012250182],"domain_scores_gemma":[0.99796945,0.00023240878,0.00014765482,0.0011297924,0.00011490828,0.00040581395],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031432082,0.00065188605,0.00067309313,0.00018801521,0.0005883138,0.00008860228,0.00066213513,0.00014884652,0.009329195],"category_scores_gemma":[0.000052547242,0.00073464046,0.00027258985,0.00057241996,0.00014184983,0.00030718918,0.0011583688,0.0011372057,0.0003228062],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013119439,0.0010399022,0.00008195244,0.00060455414,0.0017171425,0.0021385206,0.0030891667,0.6698701,0.2719607,0.003660353,0.027080176,0.017445497],"study_design_scores_gemma":[0.002638399,0.00021159544,0.000048000456,0.000024715931,0.0001317383,0.0002537002,0.00039886526,0.15251999,0.049274225,0.0003315054,0.7928558,0.0013115022],"about_ca_topic_score_codex":0.000006657231,"about_ca_topic_score_gemma":0.00003924615,"teacher_disagreement_score":0.7657756,"about_ca_system_score_codex":0.0009477499,"about_ca_system_score_gemma":0.00009472576,"threshold_uncertainty_score":0.99951047},"labels":[],"label_agreement":null}]}