{"meta":{"query_hash":"644da1c1b67b","filters":{"venue":"APL Photonics"},"cohort_total":92,"direct_labels_cover":0,"predictions_cover":92,"exported":92,"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/644da1c1b67b","api":"https://metacan.xera.ac/api/v1/cohort?venue=APL+Photonics"},"results":[{"id":"W2418206949","doi":"10.1063/1.4960204","title":"Hybrid waveguide-bulk multi-path interferometer with switchable amplitude and phase","year":2016,"lang":"en","type":"article","venue":"APL Photonics","topic":"Quantum Information and Cryptography","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Austrian Science Fund; Bundesministerium für Bildung und Forschung; European Research Council; Canadian Institute for Advanced Research","keywords":"Interferometry; Phase (matter); Amplitude; Stability (learning theory); Phase modulation; Footprint","score_opus":0.015697509928078484,"score_gpt":0.2483836736476687,"score_spread":0.23268616371959022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2418206949","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":[0.36153123,0.000062063526,0.63675326,0.0003041262,0.000105571366,0.00014668409,0.000008224983,0.00013447658,0.00095436006],"genre_scores_gemma":[0.9271884,0.00007647071,0.07161696,0.0009164951,0.0000082794395,0.000025947409,0.0000020633845,0.000011174225,0.00015423399],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989201,0.000019541194,0.0002492374,0.00029572533,0.00020662491,0.00030880354],"domain_scores_gemma":[0.99905103,0.000055419565,0.000103642735,0.0005454216,0.00008875717,0.00015574168],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021142143,0.00016972645,0.00016536469,0.0001387659,0.000099755736,0.0001826363,0.00044890208,0.00003449156,0.000047731963],"category_scores_gemma":[0.00001639277,0.00010222233,0.00005097293,0.00018760853,0.000083700885,0.0008479154,0.00017677732,0.000083166575,0.000086086155],"study_design_candidate":"design_other","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":[0.0004905802,0.0019418054,0.0023985428,0.00023962105,0.00049822277,0.00021156952,0.008675683,0.000008555251,0.05985052,0.39472908,0.009134351,0.5218215],"study_design_scores_gemma":[0.028583802,0.0042463513,0.0021713257,0.0006320848,0.00007880083,0.00096074,0.00022604113,0.33697408,0.30360144,0.027475778,0.2922693,0.0027802621],"about_ca_topic_score_codex":0.0000133222675,"about_ca_topic_score_gemma":0.000005665876,"teacher_disagreement_score":0.56565714,"about_ca_system_score_codex":0.000022860431,"about_ca_system_score_gemma":0.000043529122,"threshold_uncertainty_score":0.41685054},"labels":[],"label_agreement":null},{"id":"W2461164541","doi":"10.1063/1.4948417","title":"Ultrafast, broadband, and configurable midinfrared all-optical switching in nonlinear graphene plasmonic waveguides","year":2016,"lang":"en","type":"article","venue":"APL Photonics","topic":"Plasmonic and Surface Plasmon Research","field":"Engineering","cited_by":49,"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":"Ministry of Education - Singapore","keywords":"Graphene; Plasmon; Optoelectronics; Materials science; Ultrashort pulse; Optical switch; Broadband; Optics; Nanotechnology; Physics; Laser","score_opus":0.013409773570187683,"score_gpt":0.22935837344635043,"score_spread":0.21594859987616274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2461164541","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":[0.992697,0.0006176664,0.0003969426,0.000317155,0.00015054003,0.00024784467,0.000036406487,0.00019712381,0.0053393324],"genre_scores_gemma":[0.9912867,0.0031701268,0.005014664,0.000069781236,0.00000700145,0.000030405747,0.000008961094,0.000058772715,0.00035357883],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9980404,0.000033429442,0.000419862,0.00037304373,0.00032417625,0.000809111],"domain_scores_gemma":[0.99881977,0.0005282273,0.000029492632,0.0003239764,0.00004110308,0.0002574116],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042632775,0.00028993876,0.0003752453,0.00018237827,0.00006731604,0.000071360104,0.00025539793,0.00021995939,0.00011428111],"category_scores_gemma":[0.00013238203,0.00022696676,0.00007343867,0.00023391386,0.000098261604,0.000249836,0.000059981896,0.00040754167,0.00009162814],"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":[0.0002973278,0.00021935049,0.011560028,0.000308485,0.00040100122,0.00034807663,0.0010209808,0.007940234,0.96293837,0.0035002313,0.0018326776,0.009633255],"study_design_scores_gemma":[0.0034469177,0.00013350605,0.0027819343,0.00028672384,0.000030848907,0.000090802656,0.0002464365,0.38418564,0.5834382,0.0015231943,0.023003945,0.0008318381],"about_ca_topic_score_codex":0.0000625891,"about_ca_topic_score_gemma":0.0002046815,"teacher_disagreement_score":0.37950015,"about_ca_system_score_codex":0.000118112584,"about_ca_system_score_gemma":0.00006966168,"threshold_uncertainty_score":0.9255436},"labels":[],"label_agreement":null},{"id":"W2511255373","doi":"10.1063/1.4961685","title":"Invited Article: Electrically tunable silicon-based on-chip microdisk resonator for integrated microwave photonic applications","year":2016,"lang":"en","type":"article","venue":"APL Photonics","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Resonator; Materials science; Optoelectronics; Silicon photonics; Photonics; Photonic integrated circuit; Waveguide; Free spectral range; Silicon; Integration platform; Chip; Optics; Electrical engineering; Computer science; Physics; Engineering","score_opus":0.007557478239295306,"score_gpt":0.21316089896592702,"score_spread":0.2056034207266317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2511255373","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":[0.91084874,0.0016014337,0.07346139,0.00232394,0.0003323183,0.0037764471,0.0006253226,0.0016042548,0.005426159],"genre_scores_gemma":[0.9883341,0.00017371979,0.006807813,0.0030060427,0.000043118856,0.0012351915,0.00006408415,0.00012017447,0.0002157647],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99800396,0.000031693515,0.0004627446,0.00050418865,0.0002130073,0.0007844231],"domain_scores_gemma":[0.99807084,0.00076194864,0.0000686373,0.00066996255,0.00015978407,0.0002688409],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00024051804,0.00036441174,0.00036300282,0.00016256918,0.0001385762,0.0000667117,0.0004257113,0.0002497064,0.000090350186],"category_scores_gemma":[0.0001428145,0.00027779458,0.00019069375,0.0006091043,0.00011108914,0.00010729022,0.000027947714,0.000283014,0.00019657935],"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":[0.0001629058,0.00024162213,0.00013142567,0.00010906217,0.00010569735,0.000004730141,0.000052088577,0.00061414985,0.9788349,0.0028709874,0.0061482787,0.010724153],"study_design_scores_gemma":[0.0014158022,0.00014382957,0.00012965966,0.00006887659,0.000048246915,0.0000033240408,0.000015466789,0.2236954,0.629409,0.0017234379,0.14292747,0.00041947037],"about_ca_topic_score_codex":0.00001623064,"about_ca_topic_score_gemma":0.000042597152,"teacher_disagreement_score":0.34942588,"about_ca_system_score_codex":0.00035497628,"about_ca_system_score_gemma":0.00011807926,"threshold_uncertainty_score":0.9999674},"labels":[],"label_agreement":null},{"id":"W2551977999","doi":"10.1063/1.4967205","title":"Harnessing mode-selective nonlinear optics for on-chip multi-channel all-optical signal processing","year":2016,"lang":"en","type":"article","venue":"APL Photonics","topic":"Optical Network Technologies","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Photonics; Multiplexing; Signal processing; Computer science; Ultrashort pulse; Optical performance monitoring; Channel (broadcasting); SIGNAL (programming language); Electronic engineering; Wavelength-division multiplexing; Silicon photonics; Optical switch; Digital signal processing; Optics; Telecommunications; Physics; Wavelength; Engineering; Computer hardware; Laser","score_opus":0.02672847223255936,"score_gpt":0.26671985141195664,"score_spread":0.23999137917939728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2551977999","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":[0.23778191,0.0003432266,0.7565617,0.0004923516,0.00033427932,0.00086079893,0.00006569816,0.0022867364,0.0012732942],"genre_scores_gemma":[0.7970917,0.00007757491,0.20231666,0.00010410389,0.000108064865,0.00010933509,0.0000073793985,0.0001163505,0.00006883734],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983191,0.000009925557,0.0003204689,0.00039370268,0.00021509985,0.0007417099],"domain_scores_gemma":[0.9990196,0.0003844963,0.00004812188,0.00029419325,0.00012948018,0.0001240565],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00014773499,0.00033116428,0.0003263989,0.00010289614,0.000120900426,0.000075393524,0.00031394523,0.00033869472,0.000006031647],"category_scores_gemma":[0.00017458171,0.00025491684,0.00011179025,0.00020100507,0.00015774395,0.0001938705,0.00007673049,0.00035312187,0.000042266736],"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":[0.00066014007,0.0013034854,0.00006184648,0.00096521544,0.00078864046,0.00009613997,0.0014425461,0.41599548,0.1558042,0.026858859,0.0024236818,0.39359975],"study_design_scores_gemma":[0.00081062684,0.0001574691,0.000007914392,0.00016873053,0.000031772557,0.00000639341,0.000055600154,0.90095806,0.09363959,0.0029314663,0.00085051695,0.00038185788],"about_ca_topic_score_codex":9.3057014e-7,"about_ca_topic_score_gemma":0.000004784799,"teacher_disagreement_score":0.5593098,"about_ca_system_score_codex":0.00019553522,"about_ca_system_score_gemma":0.000053905762,"threshold_uncertainty_score":0.9999903},"labels":[],"label_agreement":null},{"id":"W2586596570","doi":"10.1063/1.4974259","title":"Ultra-compact visible chiral spectrometer with meta-lenses","year":2017,"lang":"en","type":"article","venue":"APL Photonics","topic":"Metamaterials and Metasurfaces Applications","field":"Materials Science","cited_by":159,"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 Waterloo","funders":"Air Force Office of Scientific Research; National Science Foundation","keywords":"Spectrometer; Optics; Wavelength; Planar; Chip; Materials science; Optoelectronics; Detector; Spectral resolution; Fabrication; Physics; Spectral line; Computer science","score_opus":0.05390704385309419,"score_gpt":0.292580795792625,"score_spread":0.23867375193953083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2586596570","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":[0.97953993,0.00021895561,0.00011483657,0.00039222703,0.00029868842,0.00034927615,0.000110692126,0.00009072261,0.018884642],"genre_scores_gemma":[0.98691845,0.00010729484,0.0109032905,0.00018780681,0.00005827017,0.000056363693,0.00000976796,0.000033339435,0.0017254108],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984976,0.00005400955,0.00027619503,0.00043778608,0.00030965885,0.00042475364],"domain_scores_gemma":[0.9978818,0.0000497814,0.00034502626,0.0015158751,0.00007069461,0.00013677368],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005745555,0.00024394171,0.0005324857,0.000039428352,0.0006720136,0.00063308014,0.00074559945,0.000058625446,0.0033613418],"category_scores_gemma":[0.000056509132,0.00015800989,0.00014552906,0.00005811204,0.00018658307,0.00038145453,0.000035409383,0.000091020775,0.00065734575],"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":[0.000035200897,0.000058463855,0.000058956426,0.000014949413,0.00014126002,0.000004670841,0.000078197525,0.000012752122,0.99603474,0.002987947,0.00052286725,0.000049968017],"study_design_scores_gemma":[0.00032193714,0.00012636653,0.0012520736,0.0000074092613,0.00051484356,0.00002252144,0.00002035094,0.000022339646,0.96849984,0.0016356648,0.02734152,0.00023515505],"about_ca_topic_score_codex":0.0002938487,"about_ca_topic_score_gemma":0.00006653551,"teacher_disagreement_score":0.02753495,"about_ca_system_score_codex":0.000023785424,"about_ca_system_score_gemma":0.00006567755,"threshold_uncertainty_score":0.9975497},"labels":[],"label_agreement":null},{"id":"W2602689206","doi":"10.1063/1.4978945","title":"Wavelength conversion of QAM signals in a low loss CMOS compatible spiral waveguide","year":2017,"lang":"en","type":"article","venue":"APL Photonics","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"National Research Council Canada; Chinese Academy of Sciences; Danmarks Grundforskningsfond; Australian Research Council; National Research Foundation","keywords":"QAM; Wavelength; Spiral (railway); CMOS; Optics; Waveguide; Quadrature amplitude modulation; Optoelectronics; Materials science; Physics; Telecommunications; Computer science; Engineering","score_opus":0.014636845400163367,"score_gpt":0.24296886153038347,"score_spread":0.2283320161302201,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2602689206","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":[0.97498924,0.00017815472,0.000064925836,0.00003733027,0.0002399557,0.00020576073,0.000021928063,0.00006364921,0.024199063],"genre_scores_gemma":[0.99873686,0.00026364232,0.00078824227,0.0000717411,0.00001685749,0.000009517902,0.000007534464,0.000026394462,0.000079208556],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989235,0.000014237508,0.00033949598,0.00018277612,0.00019978941,0.00034023353],"domain_scores_gemma":[0.99915904,0.000075399475,0.00009246328,0.0005303454,0.00004534886,0.00009742832],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002041423,0.00017298135,0.00034974597,0.00006527666,0.00007570646,0.000039809387,0.00043637463,0.00012423978,0.00014917037],"category_scores_gemma":[0.00005361456,0.00016855123,0.00008467003,0.00007260397,0.00012041673,0.00021280591,0.000100578225,0.0002184562,0.000072242845],"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":[0.0018603833,0.0052186362,0.16593173,0.028169116,0.002595763,0.0030724646,0.018895308,0.17677711,0.44247234,0.07234211,0.012287458,0.07037759],"study_design_scores_gemma":[0.00093730586,0.000061830906,0.0061234534,0.00021895002,0.000015674863,0.00000402579,0.000056593348,0.7997443,0.18933016,0.0003917396,0.0028733166,0.00024267178],"about_ca_topic_score_codex":0.00022466558,"about_ca_topic_score_gemma":0.000083483144,"teacher_disagreement_score":0.6229672,"about_ca_system_score_codex":0.00006861526,"about_ca_system_score_gemma":0.000040524956,"threshold_uncertainty_score":0.687332},"labels":[],"label_agreement":null},{"id":"W2613060709","doi":"10.1063/1.4982603","title":"Freestanding nanostructures via reactive ion beam angled etching","year":2017,"lang":"en","type":"article","venue":"APL Photonics","topic":"Mechanical and Optical Resonators","field":"Physics and Astronomy","cited_by":62,"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":"Air Force Office of Scientific Research; Defense Advanced Research Projects Agency; National Science Foundation","keywords":"Materials science; Reactive-ion etching; Nanostructure; Focused ion beam; Crystallite; Etching (microfabrication); Optoelectronics; Diamond; Ion beam; Nanotechnology; Polycrystalline diamond; Beam (structure); Ion; Optics; Composite material; Chemistry","score_opus":0.010647476210501,"score_gpt":0.26265131805784275,"score_spread":0.25200384184734176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2613060709","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":[0.9699401,0.000028172584,0.0026141228,0.000109831715,0.00039939894,0.0001502822,0.000023161694,0.000030348167,0.026704561],"genre_scores_gemma":[0.9986779,0.0000030200797,0.0008395203,0.000049670918,0.00016450755,0.0000105382605,0.000012072132,0.000018472732,0.00022428438],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990816,0.000016554106,0.00015894945,0.00026177082,0.00018911871,0.0002919731],"domain_scores_gemma":[0.9991054,0.000087523214,0.00015027612,0.00046991854,0.000040043713,0.00014686752],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001224342,0.00015308235,0.00019385498,0.000021412283,0.0005410392,0.0001503864,0.00034597062,0.00006808771,0.00038435636],"category_scores_gemma":[0.00006819417,0.00012513058,0.000116494906,0.00003326813,0.000055728047,0.00017236793,0.00016387369,0.00028299706,0.000041248313],"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":[0.00017862795,0.00026289563,0.020175213,0.00003256831,0.00028718662,0.00003202554,0.00068089034,0.000026597663,0.19359751,0.68828547,0.00071545877,0.09572556],"study_design_scores_gemma":[0.0012854944,0.00014840673,0.00941917,0.0001003549,0.00008629219,0.0000029691578,0.00025109874,0.00603962,0.5461103,0.4133547,0.02252208,0.0006795441],"about_ca_topic_score_codex":0.000334888,"about_ca_topic_score_gemma":0.000010496667,"teacher_disagreement_score":0.35251275,"about_ca_system_score_codex":0.00003023419,"about_ca_system_score_gemma":0.00003114833,"threshold_uncertainty_score":0.51026773},"labels":[],"label_agreement":null},{"id":"W2745677578","doi":"10.1063/1.5001144","title":"Robust nano-fabrication of an integrated platform for spin control in a tunable microcavity","year":2017,"lang":"en","type":"article","venue":"APL Photonics","topic":"Diamond and Carbon-based Materials Research","field":"Materials Science","cited_by":25,"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 Waterloo","funders":"H2020 European Research Council; Stichting voor de Technische Wetenschappen; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Stichting voor Fundamenteel Onderzoek der Materie","keywords":"Finesse; Fabrication; Microwave; Spin (aerodynamics); Quantum entanglement; Diamond; Photonics; Slab","score_opus":0.034899583488446594,"score_gpt":0.2983522828935468,"score_spread":0.26345269940510024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2745677578","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":[0.99743587,0.000043555756,0.0009217393,0.000056263416,0.00025729128,0.0006435108,0.00021398104,0.00002604456,0.00040176566],"genre_scores_gemma":[0.99626845,0.000016801912,0.0032901093,0.000068923226,0.00002758912,0.00014900838,0.000040720126,0.000018284758,0.000120082346],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998789,0.000042019015,0.0003155681,0.00029612338,0.0001926089,0.0003646709],"domain_scores_gemma":[0.99874914,0.00007017745,0.00023734763,0.0006346704,0.00022606581,0.00008262135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001122198,0.00012826442,0.00030084266,0.00007605662,0.00016790924,0.00021205486,0.00060906686,0.00011052579,0.00011847992],"category_scores_gemma":[0.0003486748,0.0001129931,0.000051915347,0.00006445887,0.00013780728,0.0004089778,0.000062271654,0.00007262719,0.000017360346],"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":[0.00034081494,0.00016098638,0.00021852474,0.00007864518,0.000003815533,0.000002190134,0.00006717426,0.00012405655,0.99731,0.0003601603,0.0001056529,0.0012279805],"study_design_scores_gemma":[0.0017322812,0.00021483532,0.0011053822,0.000053769403,0.000009953632,0.0000012642629,0.0000799837,0.016740076,0.9773462,0.0010726285,0.0015004929,0.00014316579],"about_ca_topic_score_codex":0.0022256053,"about_ca_topic_score_gemma":0.0006986332,"teacher_disagreement_score":0.01996383,"about_ca_system_score_codex":0.000087771594,"about_ca_system_score_gemma":0.0002514868,"threshold_uncertainty_score":0.46077248},"labels":[],"label_agreement":null},{"id":"W2749859802","doi":"10.1063/1.4999219","title":"Polarization dependent nanostructuring of silicon with femtosecond vortex pulse","year":2017,"lang":"en","type":"article","venue":"APL Photonics","topic":"Orbital Angular Momentum in Optics","field":"Physics and Astronomy","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Canada Research Chairs; Ontario Ministry of Economic Development and Innovation","keywords":"Materials science; Femtosecond; Conical surface; Optics; Silicon; Perpendicular; Polarization (electrochemistry); Vortex; Molecular physics; Atomic physics; Laser; Physics; Mechanics; Composite material; Optoelectronics; Geometry; Chemistry","score_opus":0.006412401155985775,"score_gpt":0.22248725336240624,"score_spread":0.21607485220642048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2749859802","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":[0.9854222,0.00002655734,0.00022692759,0.000026240286,0.00015370979,0.00016676135,0.000044382763,0.000011156599,0.013922075],"genre_scores_gemma":[0.9984664,0.0000017285985,0.0006448031,0.000012950807,0.000043163447,0.0000067509213,0.000027676882,0.000022423472,0.0007741288],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992772,0.000009374308,0.00017212813,0.00018568631,0.00016935614,0.0001862955],"domain_scores_gemma":[0.99903524,0.000012172473,0.0002659807,0.0005682276,0.00006352012,0.0000548687],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000615877,0.00012988332,0.00015919883,0.00002824222,0.00017254762,0.00009317391,0.00027577567,0.000036184403,0.0003020377],"category_scores_gemma":[0.000006486328,0.00011538459,0.000050384802,0.000028127586,0.00007816504,0.00021720595,0.000116740615,0.00011424453,0.000011718218],"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":[0.000097803335,0.00036866762,0.684873,0.00011848204,0.0004527796,0.00001679048,0.00094775116,0.00028731706,0.20729075,0.09176355,0.000031189957,0.013751962],"study_design_scores_gemma":[0.0014902239,0.00020182444,0.11807604,0.000068797846,0.0001034225,0.0000058499772,0.00037978851,0.0018832467,0.8635912,0.01313552,0.00061622524,0.00044789445],"about_ca_topic_score_codex":0.00040266148,"about_ca_topic_score_gemma":0.00003692536,"teacher_disagreement_score":0.6563004,"about_ca_system_score_codex":0.000018793517,"about_ca_system_score_gemma":0.00004991365,"threshold_uncertainty_score":0.4705247},"labels":[],"label_agreement":null},{"id":"W2760400020","doi":"10.1063/1.4989871","title":"Reconfigurable broadband microwave photonic intensity differentiator based on an integrated optical frequency comb source","year":2017,"lang":"en","type":"article","venue":"APL Photonics","topic":"Advanced Fiber Laser Technologies","field":"Physics and Astronomy","cited_by":500,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Australian Research Council; 1000 Talents Sichuan Program; Chinese Academy of Sciences; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Ministère de l'Économie, de la Science et de l'Innovation - Québec","keywords":"Differentiator; Resonator; Photonics; Bandwidth (computing); Broadband; Microwave; Comb filter; Optics; Computer science; Frequency comb; Electronic engineering; Wavelength; Physics; Telecommunications; Engineering; Laser","score_opus":0.014184246899388166,"score_gpt":0.24872224488550593,"score_spread":0.23453799798611777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2760400020","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":[0.9684717,0.000023009727,0.017828206,0.00022602198,0.0003030268,0.00040095559,0.00009712469,0.00027904418,0.012370885],"genre_scores_gemma":[0.9900579,0.0000040963932,0.008957989,0.00018693405,0.000036554196,0.00005232219,0.00014027693,0.000059309914,0.00050462893],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982475,0.000036248613,0.000316034,0.00063816475,0.00019418405,0.0005678378],"domain_scores_gemma":[0.99739766,0.00008114316,0.00029202554,0.0018919506,0.00016724446,0.00016994982],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013674915,0.00039618812,0.00047550825,0.00008231258,0.00062130194,0.0002761255,0.000931654,0.00018939213,0.00037720386],"category_scores_gemma":[0.000069889364,0.0003579468,0.00016607053,0.00008157322,0.0003700069,0.000303303,0.00011126388,0.00080991,0.000108148255],"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":[0.0016904052,0.0061641936,0.2083251,0.00017475334,0.0010775875,0.00013597774,0.0010268171,0.0011051106,0.4430848,0.084535554,0.00288337,0.24979632],"study_design_scores_gemma":[0.0022291932,0.00049266533,0.006214591,0.00015156338,0.00009227608,0.0000023747004,0.00056417583,0.034408912,0.9236922,0.025349205,0.0058877193,0.0009151168],"about_ca_topic_score_codex":0.0005660283,"about_ca_topic_score_gemma":0.000089028734,"teacher_disagreement_score":0.4806074,"about_ca_system_score_codex":0.00010476021,"about_ca_system_score_gemma":0.00012994066,"threshold_uncertainty_score":0.9998872},"labels":[],"label_agreement":null},{"id":"W2788401866","doi":"10.1063/1.5013618","title":"An integrated nonlinear optical loop mirror in silicon photonics for all-optical signal processing","year":2018,"lang":"en","type":"article","venue":"APL Photonics","topic":"Optical Network Technologies","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Royal Society","keywords":"Photonics; SIGNAL (programming language); Wavelength-division multiplexing; Keying; Silicon photonics; Optical fiber; Signal processing; Computer science; Electronic engineering; Optical switch; Optical communication; Optics; Modulation (music); Amplitude-shift keying; Optical power; Optical cross-connect; Physics; Telecommunications; Wavelength; Bit error rate; Engineering; Phase-shift keying; Digital signal processing; Channel (broadcasting); Laser","score_opus":0.017786661614128146,"score_gpt":0.27467525520668623,"score_spread":0.2568885935925581,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2788401866","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":[0.9893213,0.0002227335,0.006996472,0.00014699379,0.00020455907,0.0007226038,0.000025076288,0.0013229032,0.0010373819],"genre_scores_gemma":[0.6707075,0.000043829095,0.32876012,0.0001579431,0.000050919316,0.00011134214,0.000048671398,0.00010259298,0.000017051763],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9977086,0.000017872171,0.00054776325,0.0005212037,0.0002516884,0.00095286896],"domain_scores_gemma":[0.9988929,0.0001883,0.000042445572,0.0004876999,0.00018626625,0.0002023676],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00035212332,0.00039389572,0.00045982565,0.00016713479,0.00007935325,0.00012744076,0.00056391786,0.0005762989,0.000060461436],"category_scores_gemma":[0.00015502372,0.00037981238,0.000096183045,0.00051270326,0.0004083095,0.0002828102,0.000085288106,0.000712041,0.00006521666],"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":[0.001622246,0.0030722944,0.0011133776,0.0013671058,0.0004975235,0.00027836597,0.0018264666,0.014849902,0.599642,0.030617911,0.0017188927,0.34339395],"study_design_scores_gemma":[0.00068938965,0.0005441642,0.00006697365,0.000083798135,0.00003575664,0.000013221186,0.00016729186,0.8830941,0.1048407,0.0007427491,0.009282092,0.00043980626],"about_ca_topic_score_codex":0.000014199103,"about_ca_topic_score_gemma":0.0002553037,"teacher_disagreement_score":0.8682442,"about_ca_system_score_codex":0.00023197653,"about_ca_system_score_gemma":0.000111550034,"threshold_uncertainty_score":0.99986535},"labels":[],"label_agreement":null},{"id":"W2808972352","doi":"10.1063/1.5045652","title":"Optimized nonlinear terahertz response of graphene in a parallel-plate waveguide","year":2018,"lang":"en","type":"article","venue":"APL Photonics","topic":"Plasmonic and Surface Plasmon Research","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; Queen's University","keywords":"Terahertz radiation; Fermi energy; Graphene; Materials science; Waveguide; Phase (matter); Optoelectronics; Modulation (music); Optics; Fermi level; Energy conversion efficiency; Dielectric; Harmonic; Condensed matter physics; Physics; Nanotechnology; Electron","score_opus":0.015530562831663777,"score_gpt":0.2572972675524379,"score_spread":0.24176670472077416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808972352","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":[0.99497956,0.00028866236,0.0007880053,0.00006514393,0.00014827031,0.00022915799,0.00003148124,0.00010505941,0.0033646561],"genre_scores_gemma":[0.84562194,0.00060047384,0.15311679,0.000057042325,0.0000070341625,0.000028772296,0.000012857847,0.00005472203,0.0005003681],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985959,0.00008199638,0.0003988308,0.00020612116,0.00025954118,0.00045760034],"domain_scores_gemma":[0.9991046,0.00029115815,0.000034869794,0.00038627448,0.00007669765,0.00010641007],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007631447,0.00017774031,0.0003273846,0.00020732655,0.00003416863,0.000017649803,0.00028108363,0.00014597786,0.00018772371],"category_scores_gemma":[0.00013363991,0.00017364332,0.00008303668,0.00042529215,0.00012848222,0.00008909625,0.00006132539,0.00027151807,0.000096221054],"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":[0.022707839,0.0008976114,0.0050741504,0.00056644034,0.00088573113,0.0007807601,0.0072634136,0.47580227,0.4679771,0.0009385194,0.012389651,0.0047165127],"study_design_scores_gemma":[0.0017037345,0.00012954611,0.00088891934,0.000052088963,0.000006655074,0.000008802072,0.000060676277,0.91160965,0.07080195,0.00015175645,0.014376894,0.00020931702],"about_ca_topic_score_codex":0.00008209351,"about_ca_topic_score_gemma":0.00008560167,"teacher_disagreement_score":0.43580738,"about_ca_system_score_codex":0.00006594779,"about_ca_system_score_gemma":0.00008389226,"threshold_uncertainty_score":0.7080969},"labels":[],"label_agreement":null},{"id":"W2888533193","doi":"10.1063/1.5053715","title":"Intraband divergences in third order optical response of 2D systems","year":2018,"lang":"en","type":"article","venue":"APL Photonics","topic":"Graphene research and applications","field":"Materials Science","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"National Key Research and Development Program of China; Young Scientists Fund; Chinese Academy of Sciences; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Degenerate energy levels; Nonlinear system; Mixing (physics); Relaxation (psychology); Excited state; Optical conductivity; Dispersion (optics); Nonlinear optics; Photon","score_opus":0.020106967149413252,"score_gpt":0.29619571670324324,"score_spread":0.27608874955383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888533193","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":[0.99775684,0.00015982565,0.00029156436,0.00012954744,0.00012791729,0.00020941459,0.000021378308,0.000019280884,0.0012842193],"genre_scores_gemma":[0.99840903,0.00005740542,0.0013298481,0.000018707673,0.000021624586,0.000044970555,0.0000014502506,0.0000052326623,0.00011171434],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99899,0.000102260936,0.00021586756,0.00018687238,0.00025388654,0.0002511399],"domain_scores_gemma":[0.9992528,0.00019060154,0.000047733265,0.0002701443,0.00015831864,0.00008040723],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009051004,0.00006665666,0.00013329947,0.000071049224,0.00007009417,0.000033873795,0.00028194112,0.000052049316,0.00019121553],"category_scores_gemma":[0.00025982628,0.00005415502,0.000022138727,0.00038727152,0.0003294957,0.000075523865,0.000082335166,0.00006918712,0.00014544421],"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":[0.00030568326,0.00011168685,0.0013833924,0.000025434252,0.000004820809,0.0000036494275,0.00038041163,0.000023678405,0.98386425,0.012970481,0.00083987374,0.00008661251],"study_design_scores_gemma":[0.0004258476,0.00037537055,0.009008422,0.000057850208,0.0000075133767,0.00000777278,0.0005439054,0.003268505,0.97848487,0.0023824768,0.0052679046,0.00016955398],"about_ca_topic_score_codex":0.00030312143,"about_ca_topic_score_gemma":0.00011610142,"teacher_disagreement_score":0.010588004,"about_ca_system_score_codex":0.000019790494,"about_ca_system_score_gemma":0.00014046332,"threshold_uncertainty_score":0.22083777},"labels":[],"label_agreement":null},{"id":"W2889059010","doi":"10.1063/1.5053122","title":"Realizing Q&amp;gt; 300 000 in diamond microdisks for optomechanics via etch optimization","year":2019,"lang":"en","type":"article","venue":"APL Photonics","topic":"Mechanical and Optical Resonators","field":"Physics and Astronomy","cited_by":62,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Institute for Nanotechnology; University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Innovates","keywords":"Optomechanics; Diamond; Optoelectronics; Materials science; Nanotechnology; Physics; Composite material; Resonator","score_opus":0.011555231420629626,"score_gpt":0.26026653372501624,"score_spread":0.24871130230438662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889059010","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":[0.629864,0.00014761265,0.357042,0.00019223824,0.00045197151,0.0014266521,0.00015360708,0.00006474741,0.010657199],"genre_scores_gemma":[0.968986,0.000026123638,0.02956167,0.000195024,0.00006891217,0.000101105165,0.0002036101,0.000047722584,0.0008098509],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986275,0.000028733633,0.0003420219,0.00039188127,0.00017228728,0.0004375821],"domain_scores_gemma":[0.999186,0.00017663873,0.00009875793,0.00033585873,0.00006872044,0.00013406188],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025748482,0.00019621801,0.00028949045,0.00006282609,0.000060866005,0.000050310806,0.00023139078,0.00012077831,0.001108835],"category_scores_gemma":[0.000024666337,0.00018608496,0.00013858172,0.00023846485,0.000014263553,0.00011089423,0.00009102333,0.00021736967,0.0001051753],"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":[0.00049268344,0.0013459569,0.008277444,0.00029869517,0.0002113529,0.0000039036354,0.00073522393,0.031342413,0.04741587,0.83290625,0.001588582,0.07538161],"study_design_scores_gemma":[0.00298051,0.00021553574,0.00011779072,0.00013640481,0.000063796535,0.0000011034285,0.00020217724,0.8276905,0.03229714,0.05604083,0.07933906,0.0009151509],"about_ca_topic_score_codex":0.00010644092,"about_ca_topic_score_gemma":0.000010626735,"teacher_disagreement_score":0.7963481,"about_ca_system_score_codex":0.00005086713,"about_ca_system_score_gemma":0.00004493392,"threshold_uncertainty_score":0.99980426},"labels":[],"label_agreement":null},{"id":"W2890708201","doi":"10.1063/1.5043270","title":"Broadband and tunable time-resolved THz system using argon-filled hollow-core photonic crystal fiber","year":2018,"lang":"en","type":"article","venue":"APL Photonics","topic":"Terahertz technology and applications","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Max Planck - University of Ottawa Centre for Extreme and Quantum Photonics; University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Ministry of Research, Innovation and Science; Canada Foundation for Innovation","keywords":"Terahertz radiation; Materials science; Doppler broadening; Optics; Argon; Photonic-crystal fiber; Ultrashort pulse; Laser; Broadband; Optoelectronics; Bandwidth (computing); Terahertz spectroscopy and technology; Photonics; Spectral line; Physics; Telecommunications","score_opus":0.010916166282552443,"score_gpt":0.21549039569914502,"score_spread":0.2045742294165926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890708201","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":[0.9887192,0.0007218252,0.0006624377,0.000018481831,0.00013937063,0.00039215514,0.000029115987,0.0009095629,0.008407834],"genre_scores_gemma":[0.9942034,0.000038705366,0.0046232087,0.00003757201,0.000054491018,0.00006426289,0.000014047558,0.00006264406,0.0009016986],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989393,0.000010559524,0.0002465128,0.00030279404,0.00010645385,0.00039439867],"domain_scores_gemma":[0.999266,0.00004060766,0.000049192182,0.0005068985,0.000051217565,0.00008605244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011486027,0.00023079888,0.00026616207,0.00009140803,0.00025686057,0.00004782236,0.00021089337,0.00026751458,0.0001880777],"category_scores_gemma":[0.000010394515,0.0002322443,0.00005987677,0.0002590837,0.00017284146,0.00011143967,0.00007906627,0.00023668805,0.0002528101],"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":[0.00009464272,0.00014150629,0.0005064089,0.0004953373,0.00051146775,0.00004634328,0.0013122262,0.0015163171,0.9755806,0.0038672674,0.010116047,0.0058118533],"study_design_scores_gemma":[0.0013580484,0.00008864727,0.00020345858,0.00017793491,0.00012482144,0.00017838473,0.00020719317,0.6184722,0.17965178,0.00047455743,0.19837311,0.0006898719],"about_ca_topic_score_codex":0.000033895867,"about_ca_topic_score_gemma":0.000016081673,"teacher_disagreement_score":0.7959288,"about_ca_system_score_codex":0.00010579203,"about_ca_system_score_gemma":0.00003195102,"threshold_uncertainty_score":0.94706476},"labels":[],"label_agreement":null},{"id":"W2898232378","doi":"10.1063/1.5045509","title":"Invited Article: Enhanced four-wave mixing in waveguides integrated with graphene oxide","year":2018,"lang":"en","type":"article","venue":"APL Photonics","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":302,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Australian Research Council; Natural Sciences and Engineering Research Council of Canada; Ministère de l'Économie, de la Science et de l'Innovation - Québec","keywords":"Materials science; Graphene; Four-wave mixing; Waveguide; Optoelectronics; Mixing (physics); Wavelength; Optics; Oxide; Silicon; Nonlinear optics; Nanotechnology; Physics; Laser","score_opus":0.013865233126459698,"score_gpt":0.2081928205932904,"score_spread":0.19432758746683068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898232378","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":[0.98733413,0.00018068393,0.00412289,0.00007655848,0.00013373309,0.0002208955,0.000006367661,0.00031439186,0.0076103215],"genre_scores_gemma":[0.98808926,0.000094411895,0.010991479,0.00067784317,0.000024127898,0.000036970257,0.000009309414,0.000052797135,0.000023802433],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986387,0.000025139008,0.00033427874,0.0002805959,0.0001927982,0.00052848243],"domain_scores_gemma":[0.9992965,0.000095109004,0.00003825218,0.00033359654,0.00009860256,0.00013797046],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018198323,0.00025126588,0.00028362614,0.0001446693,0.000056818728,0.000052047573,0.00016945318,0.0001296892,0.0000711437],"category_scores_gemma":[0.00006181871,0.00020974857,0.00004791178,0.00082782225,0.0001544675,0.0002000362,0.00003837778,0.0003081343,0.000050334056],"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":[0.00039938226,0.00024067098,0.0019275217,0.00025075275,0.0004079145,0.0002903405,0.003031375,0.0045512943,0.97460955,0.0036990903,0.0011536855,0.009438404],"study_design_scores_gemma":[0.00079701596,0.00012001929,0.0025400657,0.00018299076,0.000024011948,0.000019163846,0.00024198617,0.38014367,0.6114305,0.0011045851,0.0030178202,0.00037813006],"about_ca_topic_score_codex":0.00015130834,"about_ca_topic_score_gemma":0.0014481463,"teacher_disagreement_score":0.37559238,"about_ca_system_score_codex":0.000110003326,"about_ca_system_score_gemma":0.00002541923,"threshold_uncertainty_score":0.8553299},"labels":[],"label_agreement":null},{"id":"W2901601628","doi":"10.1063/1.5052628","title":"Invited Article: Ultra-broadband terahertz coherent detection via a silicon nitride-based deep sub-wavelength metallic slit","year":2018,"lang":"en","type":"article","venue":"APL Photonics","topic":"Terahertz technology and applications","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds de recherche du Québec – Nature et technologies; UK Research and Innovation; Horizon 2020 Framework Programme; Engineering and Physical Sciences Research Council; Mitacs; 1000 Talents Sichuan Program; Ministère de l'Économie, de la Science et de l'Innovation - Québec","keywords":"Terahertz radiation; Materials science; Optoelectronics; Broadband; Optics; Silicon; Laser; Physics","score_opus":0.007076765515691688,"score_gpt":0.20298364123071996,"score_spread":0.19590687571502827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901601628","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":[0.97604775,0.00023777394,0.021525329,0.00020582286,0.00018860109,0.00044623725,0.000015902964,0.0011198628,0.0002126889],"genre_scores_gemma":[0.9982521,0.000028011767,0.0007905306,0.0005414977,0.000055916284,0.00024012139,0.000020856347,0.00005775201,0.000013198746],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987894,0.000029351213,0.0003220106,0.00031773053,0.00014100345,0.00040045366],"domain_scores_gemma":[0.9991031,0.00008571457,0.000058823964,0.00056253345,0.0000836147,0.00010618015],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012862186,0.00025187357,0.00022114256,0.00014140962,0.00017899506,0.000042730266,0.00022044033,0.00027562983,0.00013142978],"category_scores_gemma":[0.000036031597,0.00025986967,0.0000895138,0.00054164923,0.00014973829,0.00011366998,0.000016883281,0.0003578342,0.00019564388],"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":[0.000021980777,0.00008694012,0.00025093538,0.000023507835,0.00007898556,0.0000026844314,0.00011881163,0.00007410735,0.882666,0.000063393156,0.00014471092,0.11646795],"study_design_scores_gemma":[0.0005402795,0.00008678028,0.00089514727,0.000010946417,0.000050546143,0.000013160655,0.000017242175,0.16131727,0.8031986,0.00095604855,0.032663614,0.0002503785],"about_ca_topic_score_codex":0.00003365358,"about_ca_topic_score_gemma":0.0003867616,"teacher_disagreement_score":0.16124316,"about_ca_system_score_codex":0.00012192466,"about_ca_system_score_gemma":0.000012012608,"threshold_uncertainty_score":0.99998534},"labels":[],"label_agreement":null},{"id":"W2911387168","doi":"10.1063/1.5080246","title":"High performance RF filters via bandwidth scaling with Kerr micro-combs","year":2019,"lang":"en","type":"article","venue":"APL Photonics","topic":"Advanced Fiber Laser Technologies","field":"Physics and Astronomy","cited_by":484,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Natural Sciences and Engineering Research Council of Canada; Chinese Academy of Sciences; Australian Research Council; 1000 Talents Sichuan Program; Ministère de l'Économie, de la Science et de l'Innovation - Québec","keywords":"Radio frequency; Bandwidth (computing); Resonator; Scaling; Passband; Optoelectronics; Materials science; Physics; Optics; Band-pass filter; Computer science; Telecommunications","score_opus":0.0033119557376601475,"score_gpt":0.18588989225899186,"score_spread":0.1825779365213317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911387168","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":[0.99280614,0.000042217376,0.0043563186,0.00008049604,0.00015846374,0.0002688469,0.000020616944,0.00017042192,0.0020964995],"genre_scores_gemma":[0.98171043,0.00000931193,0.017387085,0.00009622681,0.00002864506,0.00003065451,0.000037769943,0.000040902745,0.0006589423],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99894494,0.0000071118957,0.00017541465,0.0003375698,0.00014492079,0.00039004156],"domain_scores_gemma":[0.99919504,0.00003707073,0.000116548494,0.00056146574,0.000043930395,0.00004591751],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005453234,0.00022418718,0.00024431845,0.000051407194,0.00009850295,0.000035635047,0.00031830836,0.00006274732,0.00024074317],"category_scores_gemma":[0.0000012468215,0.00018858795,0.00005361941,0.00018583325,0.00008039489,0.0002347436,0.00011135087,0.0003120106,0.00025290842],"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":[0.0005850974,0.00067936326,0.68066806,0.00032475562,0.00081070146,0.00002196629,0.0013315476,0.029724088,0.15345982,0.020760946,0.0014708153,0.11016287],"study_design_scores_gemma":[0.0021835065,0.00031616332,0.005623524,0.00016542188,0.000056666937,0.0000069647035,0.0005213763,0.009545874,0.96273047,0.005716441,0.012232956,0.000900624],"about_ca_topic_score_codex":0.000071823546,"about_ca_topic_score_gemma":0.000001796834,"teacher_disagreement_score":0.8092707,"about_ca_system_score_codex":0.000041505275,"about_ca_system_score_gemma":0.00003695808,"threshold_uncertainty_score":0.76903933},"labels":[],"label_agreement":null},{"id":"W2914923387","doi":"10.1063/1.5067271","title":"Distributed opto-mechanical analysis of liquids outside standard fibers coated with polyimide","year":2019,"lang":"en","type":"article","venue":"APL Photonics","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"H2020 European Research Council; Azrieli Foundation","keywords":"Cladding (metalworking); Materials science; Coating; Polyimide; Optical fiber; Reflectometry; Fiber; Composite material; Photonic-crystal fiber; Optics; Layer (electronics); Time domain","score_opus":0.005005552658653425,"score_gpt":0.2109905757910944,"score_spread":0.20598502313244096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914923387","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":[0.97923326,0.00007894007,0.01835563,0.000025943498,0.00012888141,0.0002621216,0.0003935135,0.0002864618,0.001235221],"genre_scores_gemma":[0.9902716,0.000047907888,0.009249868,0.00003785501,0.0000055846754,0.000009008063,0.00019640995,0.00006115312,0.00012059726],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986104,0.000018197692,0.00037205435,0.00028282788,0.00034014208,0.0003764085],"domain_scores_gemma":[0.99891704,0.00013712807,0.00008342707,0.000625702,0.0001113451,0.00012538406],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011340614,0.00024125585,0.00060366327,0.00018446069,0.000023386021,0.000015177255,0.00020934564,0.00014231348,0.00017902517],"category_scores_gemma":[0.00003377191,0.00022269276,0.00015445208,0.0011938876,0.000053252137,0.00009822358,0.00004033534,0.00023868361,0.000023503842],"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":[0.00049851765,0.00005136384,0.0027288615,0.000095752446,0.0038394153,0.0000344658,0.00042279248,0.9328853,0.057364423,0.0014398309,0.00033701706,0.00030227783],"study_design_scores_gemma":[0.0018184545,0.0004691703,0.0011071308,0.000080231344,0.0015366643,0.000010349606,0.00048232896,0.66232705,0.32182068,0.00009783961,0.009486136,0.000764006],"about_ca_topic_score_codex":0.000027346974,"about_ca_topic_score_gemma":0.0000530685,"teacher_disagreement_score":0.27055827,"about_ca_system_score_codex":0.00018083098,"about_ca_system_score_gemma":0.000040769082,"threshold_uncertainty_score":0.90811473},"labels":[],"label_agreement":null},{"id":"W2969644636","doi":"10.1063/1.5110275","title":"Hybrid plasmonic waveguide coupling of photons from a single molecule","year":2019,"lang":"en","type":"article","venue":"APL Photonics","topic":"Plasmonic and Surface Plasmon Research","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"H2020 Marie Skłodowska-Curie Actions; Engineering and Physical Sciences Research Council; Leverhulme Trust; Defence Science and Technology Laboratory; Agence Nationale de la Recherche; Natural Sciences and Engineering Research Council of Canada; European Commission; Royal Society","keywords":"Plasmon; Photon; Excited state; Molecule; Coupling (piping); Grating; Dielectric","score_opus":0.011747369866852781,"score_gpt":0.21320572834939078,"score_spread":0.20145835848253799,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969644636","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":[0.9853598,0.0008168379,0.0002954518,0.000017447135,0.00034865947,0.00031540883,0.00017325654,0.00021122728,0.012461937],"genre_scores_gemma":[0.99447185,0.0002524492,0.004707061,0.000029981627,0.000003907439,0.000016684578,0.000057961734,0.0000727976,0.00038731063],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983185,0.000009978172,0.00039538494,0.00031124346,0.00042203037,0.0005428693],"domain_scores_gemma":[0.9988657,0.00029220272,0.00005719532,0.0005719647,0.00006939234,0.00014351631],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00018617997,0.00024261899,0.00040650103,0.000106021515,0.000039856397,0.00003529912,0.0003884257,0.00012158369,0.0005577538],"category_scores_gemma":[0.000045808516,0.00025856373,0.00013983896,0.00018916148,0.00005608534,0.000119456476,0.00010311594,0.0003828697,0.0004943864],"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":[0.000041728585,0.00009337614,0.00064508157,0.00009375478,0.00017500961,0.00004573537,0.00015475354,0.15385965,0.84343547,0.00014114605,0.0011755278,0.00013877159],"study_design_scores_gemma":[0.00034039994,0.00003751993,0.00004127478,0.000037844413,0.000010739962,0.000004505453,0.000047407935,0.5059315,0.4906951,0.00011881096,0.0025808106,0.00015406853],"about_ca_topic_score_codex":0.00017966951,"about_ca_topic_score_gemma":0.000033073837,"teacher_disagreement_score":0.35274038,"about_ca_system_score_codex":0.00014535066,"about_ca_system_score_gemma":0.00009384672,"threshold_uncertainty_score":0.99998665},"labels":[],"label_agreement":null},{"id":"W2977501505","doi":"10.1063/1.5098492","title":"Optimal ultra-miniature polarimeters in silicon photonic integrated circuits","year":2019,"lang":"en","type":"article","venue":"APL Photonics","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Photonics; Photonic integrated circuit; Computer science; Electronic circuit; Robustness (evolution); Nanophotonics; Stokes parameters; Electronic engineering; Optical communication; Polarimetry; Silicon photonics; Integrated circuit; Physics; Optics; Optoelectronics; Engineering; Electrical engineering","score_opus":0.006356695793814361,"score_gpt":0.2042267531049732,"score_spread":0.19787005731115884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2977501505","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":[0.9522049,0.0011866969,0.00003602886,0.000021355756,0.00065886596,0.00044975735,0.00003590846,0.0003194087,0.045087088],"genre_scores_gemma":[0.998351,0.00026236742,0.0006441946,0.00029817052,0.000015452188,0.000026437081,0.000048784823,0.000072563154,0.00028105266],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99827933,0.0000307398,0.00038343933,0.00039817573,0.00024056747,0.0006677431],"domain_scores_gemma":[0.9991446,0.00012991138,0.000041802126,0.00048382202,0.000037445134,0.00016239111],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020538585,0.00034578086,0.0004322261,0.00017611738,0.000029020972,0.00006587841,0.00040592655,0.0003468827,0.00045944253],"category_scores_gemma":[0.000036634206,0.00033432082,0.00013127839,0.000561405,0.000048382095,0.00025000548,0.000031444524,0.0008440646,0.00055461883],"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":[0.00013450201,0.00040006335,0.009580943,0.0007699437,0.00045074997,0.00019177119,0.0033004093,0.052980356,0.91976553,0.006114614,0.0009743385,0.0053367997],"study_design_scores_gemma":[0.0029486397,0.00030289008,0.008106097,0.00034401403,0.000072831885,0.00006476056,0.00083833316,0.5387101,0.37856975,0.0002619061,0.06813434,0.0016463414],"about_ca_topic_score_codex":0.00013833382,"about_ca_topic_score_gemma":0.00009916631,"teacher_disagreement_score":0.54119575,"about_ca_system_score_codex":0.0002384237,"about_ca_system_score_gemma":0.000090938796,"threshold_uncertainty_score":0.9999109},"labels":[],"label_agreement":null},{"id":"W2984342347","doi":"10.1063/1.5113624","title":"An ultra-stable 2.9 μm guided-wave chip laser and application to nano-spectroscopy","year":2019,"lang":"en","type":"article","venue":"APL Photonics","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":"Université Laval","funders":"Australian Research Council","keywords":"Laser; Materials science; Optics; Laser power scaling; Continuous wave; Far-infrared laser; Spectroscopy; Optoelectronics; Physics","score_opus":0.006957657412059148,"score_gpt":0.226326955349304,"score_spread":0.21936929793724486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2984342347","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":[0.93778193,0.00020497604,0.0013356681,0.000045807756,0.00016050467,0.0004692374,0.000020306605,0.00024768233,0.059733916],"genre_scores_gemma":[0.9946112,0.00016705705,0.0043597673,0.0005193879,0.000029129766,0.00005848024,0.000023816408,0.000043372896,0.00018779033],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99902445,0.000008383077,0.00018368996,0.0002958704,0.00014210326,0.00034550673],"domain_scores_gemma":[0.9992649,0.000036690766,0.000020506202,0.00045128167,0.000029118235,0.00019752058],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012830996,0.00017286693,0.00019585871,0.00004751665,0.00004726648,0.000062198524,0.00014955622,0.000101440004,0.0001168263],"category_scores_gemma":[0.0000073500864,0.00017026978,0.000030743562,0.00017153508,0.000019772471,0.00018494709,0.000016685919,0.00014014514,0.00038004495],"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":[0.000027169246,0.00005341097,0.0004909247,0.00012955116,0.000037753278,0.0000028111422,0.00048598254,0.008764132,0.97979325,0.008454811,0.00093814323,0.0008220312],"study_design_scores_gemma":[0.0003175503,0.00010236464,0.00069136,0.00002164253,0.000017077782,0.00000802716,0.0000767931,0.22247663,0.718412,0.0011872661,0.056361083,0.00032820023],"about_ca_topic_score_codex":0.000048474714,"about_ca_topic_score_gemma":0.00004859887,"teacher_disagreement_score":0.26138127,"about_ca_system_score_codex":0.000066081455,"about_ca_system_score_gemma":0.000019306064,"threshold_uncertainty_score":0.69434005},"labels":[],"label_agreement":null},{"id":"W2986845710","doi":"10.1063/1.5093987","title":"10 kHz-34 MHz ultrasound detection based on a dual-core hybrid taper","year":2019,"lang":"en","type":"article","venue":"APL Photonics","topic":"Photoacoustic and Ultrasonic Imaging","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Core (optical fiber); Materials science; Transducer; Acoustics; Ultrasonic sensor; Piezoelectricity; Ultrasound; Composite material; Physics","score_opus":0.006035959800750589,"score_gpt":0.1914167184775534,"score_spread":0.18538075867680281,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2986845710","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":[0.953249,0.00017362213,0.0044019655,0.000016473386,0.0009609185,0.00043526248,0.000050147082,0.00064461975,0.040068004],"genre_scores_gemma":[0.9970229,0.000039279694,0.0006251194,0.00036373976,0.00006324965,0.000026331609,0.000032360047,0.00009026519,0.001736755],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986878,0.0000152974,0.0002309887,0.00031760163,0.00028358214,0.00046472214],"domain_scores_gemma":[0.99901557,0.00026433438,0.000041388616,0.0005312571,0.00004395034,0.00010351924],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00017324905,0.0002747888,0.00023656599,0.00010742837,0.00007908195,0.00006092446,0.0001523278,0.00009294412,0.002030391],"category_scores_gemma":[0.00008521888,0.000281503,0.0001183886,0.00018733245,0.000031206808,0.0001282922,0.000014544115,0.00037614992,0.00169216],"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":[0.00019302449,0.00019435346,0.00036865423,0.00040200178,0.00015207274,0.000062233914,0.00035733264,0.24248159,0.74496716,0.00013986682,0.005219025,0.0054626637],"study_design_scores_gemma":[0.00087005604,0.0001317075,0.00031475222,0.000080615035,0.000045026754,0.00007666201,0.000080323174,0.81695545,0.13093835,0.0001486892,0.049886227,0.00047214175],"about_ca_topic_score_codex":0.000029728893,"about_ca_topic_score_gemma":0.000008618832,"teacher_disagreement_score":0.6140288,"about_ca_system_score_codex":0.0002485468,"about_ca_system_score_gemma":0.000048555255,"threshold_uncertainty_score":0.9999637},"labels":[],"label_agreement":null},{"id":"W2987978542","doi":"10.1063/1.5116000","title":"Fiber-integrated phase-change reconfigurable optical attenuator","year":2019,"lang":"en","type":"article","venue":"APL Photonics","topic":"Phase-change materials and chalcogenides","field":"Materials Science","cited_by":26,"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 Alberta","funders":"Engineering and Physical Sciences Research Council; Ministry of Education - Singapore","keywords":"Materials science; Optoelectronics; Cladding (metalworking); Optics; Refractive index; Plastic-clad silica fiber; Optical fiber; High-refractive-index polymer; Plastic optical fiber; Fiber; Fiber optic sensor; Composite material","score_opus":0.039359591828243064,"score_gpt":0.2796495711537294,"score_spread":0.24028997932548635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2987978542","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":[0.9856485,0.00035356317,0.000016074313,0.00026942554,0.0014146558,0.0006375999,0.0002845474,0.00023926691,0.011136358],"genre_scores_gemma":[0.99329406,0.00010809659,0.0014861701,0.0009650216,0.00021070147,0.0001543799,0.00010296055,0.00006681743,0.0036118214],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99796283,0.000070977745,0.00040277233,0.0005724401,0.00032618627,0.000664773],"domain_scores_gemma":[0.99879724,0.00009787803,0.00014910438,0.0006149232,0.00013070962,0.00021016164],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00037655723,0.00030480148,0.00045722906,0.00007117217,0.000113672024,0.00019493513,0.0004241589,0.00019478168,0.027676187],"category_scores_gemma":[0.000055090022,0.00026069552,0.00011997426,0.00017792126,0.00008511237,0.00034859788,0.000076593766,0.00015368039,0.012638379],"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":[0.0001288416,0.00017893275,0.00001881599,0.000046119523,0.000014328136,0.000023963954,0.00023121804,0.0000018372307,0.99440557,0.00063727994,0.0021244728,0.0021886206],"study_design_scores_gemma":[0.0014084203,0.00033294118,0.000023468328,0.00006847268,0.000031478674,0.00003804995,0.00014178643,0.00074806216,0.87847364,0.0004604182,0.117893256,0.000379982],"about_ca_topic_score_codex":0.00021518876,"about_ca_topic_score_gemma":0.000028159466,"teacher_disagreement_score":0.115931906,"about_ca_system_score_codex":0.00009141949,"about_ca_system_score_gemma":0.00008622111,"threshold_uncertainty_score":0.9999845},"labels":[],"label_agreement":null},{"id":"W2995511614","doi":"10.1063/1.5128524","title":"Quantifying the photothermal conversion efficiency of plasmonic nanoparticles by means of terahertz radiation","year":2019,"lang":"en","type":"article","venue":"APL Photonics","topic":"Photoacoustic and Ultrasonic Imaging","field":"Engineering","cited_by":43,"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; Institut National de la Recherche Scientifique","funders":"","keywords":"Photothermal therapy; Nanomaterials; Nanomedicine; Materials science; Plasmon; Terahertz radiation; Nanoparticle; Plasmonic nanoparticles; Nanotechnology; Photothermal effect; Characterization (materials science); Refractive index; Optoelectronics","score_opus":0.006469607903670107,"score_gpt":0.19960886307784426,"score_spread":0.19313925517417416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995511614","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":[0.9969633,0.0009343516,0.0006338781,0.000014567448,0.00028053363,0.00024091602,0.000025250589,0.00005546166,0.0008517133],"genre_scores_gemma":[0.9995681,0.00017243218,0.00015059533,0.00003371395,0.000004534732,0.0000054291017,0.0000059080003,0.00002374069,0.00003556166],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991602,0.000022815888,0.00026961343,0.00012220436,0.00019932621,0.00022586278],"domain_scores_gemma":[0.9994201,0.00018138839,0.00008683272,0.00025278953,0.000029505014,0.000029349307],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021761529,0.00011893813,0.00018588474,0.000037722108,0.000038522987,0.000010418291,0.00020124485,0.000052526557,0.00012272959],"category_scores_gemma":[0.00002142718,0.00009483297,0.00006715083,0.00016506808,0.0000615868,0.00009929761,0.000019698942,0.00012313844,0.000019848985],"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":[0.000014937392,0.000031904357,0.0020487201,0.00012132396,0.000033112847,3.6406527e-7,0.00091845175,0.00924648,0.9861824,0.000073292984,0.00024870542,0.0010802929],"study_design_scores_gemma":[0.00034596596,0.000023443623,0.00035757697,0.000033509754,0.000019734178,0.000002264964,0.00025384995,0.371879,0.6259032,0.000008487618,0.0010952748,0.000077656536],"about_ca_topic_score_codex":0.00006218126,"about_ca_topic_score_gemma":0.000002737829,"teacher_disagreement_score":0.36263254,"about_ca_system_score_codex":0.000044922155,"about_ca_system_score_gemma":0.000031846303,"threshold_uncertainty_score":0.38671765},"labels":[],"label_agreement":null},{"id":"W2996263646","doi":"10.1063/1.5116683","title":"40 GHz-rate all-optical cross-modulation of core-guided near infrared light in single mode fiber by surface plasmons on gold-coated tilted fiber Bragg gratings","year":2019,"lang":"en","type":"article","venue":"APL Photonics","topic":"Plasmonic and Surface Plasmon Research","field":"Engineering","cited_by":14,"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; Canada Research Chairs; University of Ottawa","keywords":"Materials science; Cladding (metalworking); Optics; Optoelectronics; Fiber Bragg grating; Optical fiber; Single-mode optical fiber; Surface plasmon resonance; Plasmon; Picosecond; Wavelength; Laser; Nanoparticle","score_opus":0.021117077646733717,"score_gpt":0.27243486186382476,"score_spread":0.25131778421709106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996263646","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":[0.9857674,0.00007412563,0.000013139117,0.00007746743,0.00016600399,0.00062520546,0.00015940849,0.00022061169,0.012896626],"genre_scores_gemma":[0.9887641,0.000039637536,0.003048288,0.0000660386,0.0000028535435,0.000017593846,0.00025119662,0.00010390891,0.00770635],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99740183,0.000067496694,0.00068093423,0.00049730745,0.00057140895,0.0007810194],"domain_scores_gemma":[0.9984758,0.00047306938,0.00011494523,0.00059680385,0.00014322689,0.00019615119],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00042920228,0.00039875926,0.00056327914,0.00012256044,0.000056688736,0.00013173673,0.0003625435,0.00044651635,0.0005111447],"category_scores_gemma":[0.00016526855,0.00041085217,0.00011955978,0.00057181803,0.00010463144,0.0003051525,0.00009807542,0.0006886025,0.0007080436],"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":[0.00018265683,0.00014517602,0.0018287789,0.000079898564,0.00007071426,0.000011424618,0.00031570063,0.5863457,0.40215182,0.00005783395,0.008761031,0.00004928943],"study_design_scores_gemma":[0.0012463075,0.0001292302,0.0016610606,0.000081681654,0.000010242707,0.0000032534463,0.000018337838,0.7391242,0.25071663,0.00007007604,0.006597836,0.0003411517],"about_ca_topic_score_codex":0.00017631998,"about_ca_topic_score_gemma":0.00006809121,"teacher_disagreement_score":0.1527785,"about_ca_system_score_codex":0.0002947404,"about_ca_system_score_gemma":0.000105703984,"threshold_uncertainty_score":0.99983436},"labels":[],"label_agreement":null},{"id":"W2999851015","doi":"10.1063/1.5122968","title":"Electrically pumped efficient broadband CW frequency conversion in diode lasers using bulk χ2","year":2020,"lang":"en","type":"article","venue":"APL Photonics","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Fujitsu Laboratories of America; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Laser; Broadband; Materials science; Optoelectronics; Diode; Terahertz radiation; Semiconductor laser theory; Optics; SIGNAL (programming language); Physics; Computer science","score_opus":0.013685051947461238,"score_gpt":0.21156443786692092,"score_spread":0.1978793859194597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2999851015","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":[0.9903841,0.0012168535,0.0015931242,0.00016830792,0.00020603533,0.00021824827,0.0000104819965,0.00018521682,0.0060176007],"genre_scores_gemma":[0.99689484,0.00021863781,0.0022747787,0.00052391866,0.00002545112,0.000006822604,0.00000827986,0.00003282865,0.000014419596],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988463,0.00002137172,0.00026368105,0.0002472777,0.00019884147,0.0004225377],"domain_scores_gemma":[0.99950975,0.00007926166,0.000027553137,0.00015596407,0.000025978778,0.00020148269],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009251819,0.00018228397,0.00024235595,0.00005690378,0.00004470225,0.000031682357,0.00019582707,0.00013057761,0.00011748674],"category_scores_gemma":[0.000059035116,0.00018772122,0.000070854614,0.00046368147,0.00004086798,0.00008237187,0.000040768737,0.0003310246,0.00009267719],"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":[0.00013623385,0.00023161276,0.0025830953,0.0007367794,0.0001481025,0.0003943229,0.0021723022,0.5580752,0.42833364,0.0054197987,0.00044719686,0.001321713],"study_design_scores_gemma":[0.0005725862,0.00005070111,0.0002629236,0.000036303063,0.000021463358,0.000005316079,0.000036106518,0.950808,0.04492707,0.00010375628,0.0029385835,0.00023721893],"about_ca_topic_score_codex":0.00010548274,"about_ca_topic_score_gemma":0.00001848598,"teacher_disagreement_score":0.39273277,"about_ca_system_score_codex":0.0002060987,"about_ca_system_score_gemma":0.00006253839,"threshold_uncertainty_score":0.7655049},"labels":[],"label_agreement":null},{"id":"W3003153335","doi":"10.1063/1.5136270","title":"Optical frequency comb generation with low temperature reactive sputtered silicon nitride waveguides","year":2020,"lang":"en","type":"article","venue":"APL Photonics","topic":"Advanced Fiber Laser Technologies","field":"Physics and Astronomy","cited_by":65,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"RMIT University; Australian Research Council; Ontario Ministry of Natural Resources and Forestry; Australian National Fabrication Facility","keywords":"Materials science; Optoelectronics; Silicon nitride; Lithium niobate; Resonator; Photonics; Silicon on insulator; Waveguide; Silicon; Silicon photonics; Photonic integrated circuit","score_opus":0.012345567466078719,"score_gpt":0.2225994319150608,"score_spread":0.2102538644489821,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3003153335","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":[0.9921503,0.000051990206,0.0029676273,0.0012269582,0.000048813832,0.00032905518,0.00005970072,0.00019666571,0.0029689027],"genre_scores_gemma":[0.9829176,0.000005008148,0.016188458,0.00047134832,0.00014729214,0.00004919863,0.0001420382,0.00003485037,0.000044224686],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99896145,0.000017751003,0.0001994415,0.00039349447,0.00016021187,0.0002676641],"domain_scores_gemma":[0.9993401,0.000043242384,0.000096118514,0.0003264464,0.000100542864,0.000093522525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000033163775,0.00022818006,0.00024026164,0.000027154103,0.00010669146,0.00006348966,0.00020618615,0.00010029037,0.000059438982],"category_scores_gemma":[0.000022752063,0.00019105371,0.000059709982,0.00021598389,0.00010179933,0.00024262622,0.00006536185,0.00044595613,0.000038888807],"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":[0.000074071926,0.00013997602,0.0030448968,0.00002223823,0.00015986871,0.00003711779,0.00048323284,0.00066472625,0.9495602,0.041870624,0.0010173478,0.0029256756],"study_design_scores_gemma":[0.00064494566,0.00019614991,0.0001660442,0.000022749387,0.000035006906,0.0000034233622,0.0004312093,0.0034243048,0.9894227,0.004656523,0.00068818755,0.00030878535],"about_ca_topic_score_codex":0.00003665735,"about_ca_topic_score_gemma":0.000006205852,"teacher_disagreement_score":0.039862446,"about_ca_system_score_codex":0.00004087225,"about_ca_system_score_gemma":0.00007789293,"threshold_uncertainty_score":0.7790944},"labels":[],"label_agreement":null},{"id":"W3004746645","doi":"10.1063/1.5128664","title":"Photonic crystal light trapping: Beyond 30% conversion efficiency for silicon photovoltaics","year":2020,"lang":"en","type":"article","venue":"APL Photonics","topic":"Thin-Film Transistor Technologies","field":"Engineering","cited_by":46,"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":"Materials science; Optoelectronics; Photovoltaics; Energy conversion efficiency; Photonic crystal; Silicon; Crystalline silicon; Trapping; Monocrystalline silicon; Solar cell; Plasmonic solar cell; Photovoltaic system; Optics; Physics; Electrical engineering","score_opus":0.0126751142432486,"score_gpt":0.19858903061603436,"score_spread":0.18591391637278576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3004746645","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":[0.9764339,0.0033019474,0.008270396,0.0009248263,0.0010875902,0.0017578292,0.00021091627,0.0043271934,0.003685409],"genre_scores_gemma":[0.9969263,0.00032543056,0.001913121,0.00046662235,0.000042960895,0.00011398356,0.000037367518,0.00011815662,0.000056027937],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981683,0.000013135512,0.00041568762,0.000497246,0.00027748398,0.00062816177],"domain_scores_gemma":[0.99910885,0.00010846379,0.000066445944,0.00046542706,0.00006933292,0.00018148293],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013025105,0.00039538572,0.0004317122,0.00011647969,0.00014972645,0.000055045166,0.0005967187,0.00035878766,0.00017598776],"category_scores_gemma":[0.00009860015,0.00043024155,0.0002471548,0.0004280063,0.000105942665,0.00017083224,0.00006217283,0.0004602452,0.000083993786],"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":[0.000060309834,0.00006367674,0.000023168577,0.0005657264,0.00009649848,0.000017173094,0.0019756272,0.0031425713,0.98125225,0.00058010174,0.011551256,0.0006716434],"study_design_scores_gemma":[0.00091628276,0.0001843342,0.000010040127,0.000026146858,0.000053914035,0.0000050892177,0.00037866467,0.15664285,0.6283348,0.00022535678,0.21280256,0.00041994324],"about_ca_topic_score_codex":0.0000085328775,"about_ca_topic_score_gemma":0.000009963849,"teacher_disagreement_score":0.35291743,"about_ca_system_score_codex":0.0001881774,"about_ca_system_score_gemma":0.00007130872,"threshold_uncertainty_score":0.9998149},"labels":[],"label_agreement":null},{"id":"W3014583102","doi":"10.1063/1.5144121","title":"Demonstration of scalable microring weight bank control for large-scale photonic integrated circuits","year":2020,"lang":"en","type":"article","venue":"APL Photonics","topic":"Neural Networks and Reservoir Computing","field":"Computer Science","cited_by":121,"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":"Office of Naval Research; Defense Advanced Research Projects Agency","keywords":"Scalability; Photonic integrated circuit; Photonics; Electronic circuit; Electronic engineering; Computer science; Calibration; Resonator; Integrated circuit; Crosstalk; Modulation (music); Optical switch; Channel (broadcasting); Materials science; Optoelectronics; Engineering; Electrical engineering; Telecommunications; Physics","score_opus":0.014881924720044272,"score_gpt":0.2244788862778795,"score_spread":0.20959696155783525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014583102","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":[0.16900225,0.0005713641,0.82748234,0.0011529174,0.00042519832,0.0006390309,0.00002182819,0.00016232432,0.00054276857],"genre_scores_gemma":[0.97606164,0.000044396318,0.022827601,0.0008801077,0.000080953505,0.00002478816,0.000010338756,0.000018793315,0.000051391464],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983888,0.00005449004,0.00042378294,0.00046159822,0.00020783949,0.0004634442],"domain_scores_gemma":[0.99892527,0.00018035447,0.00020671623,0.00034144035,0.0001981886,0.00014805673],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031208852,0.00018494738,0.00033130657,0.00004680192,0.00014433073,0.00010063669,0.0007666461,0.000105973566,0.000009858369],"category_scores_gemma":[0.000037729038,0.00016419672,0.00016172352,0.0005346912,0.000028498309,0.000277379,0.00014744248,0.00022686883,0.0000075264597],"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":[0.00027303546,0.00082924165,0.0064951517,0.0009885163,0.0005022376,0.00006566207,0.00478287,0.040309902,0.81716555,0.059244953,0.013246149,0.05609671],"study_design_scores_gemma":[0.0011388438,0.00015469453,0.000053092346,0.000053128122,0.000015889382,0.000006113579,0.00003046411,0.8949806,0.09284981,0.00040505576,0.010136117,0.00017617767],"about_ca_topic_score_codex":0.000013708914,"about_ca_topic_score_gemma":0.000016863707,"teacher_disagreement_score":0.8546707,"about_ca_system_score_codex":0.000035175657,"about_ca_system_score_gemma":0.00013857028,"threshold_uncertainty_score":0.6695748},"labels":[],"label_agreement":null},{"id":"W3017260563","doi":"10.1063/1.5140215","title":"A single sensor based multispectral imaging camera using a narrow spectral band color mosaic integrated on the monochrome CMOS image sensor","year":2020,"lang":"en","type":"article","venue":"APL Photonics","topic":"Plasmonic and Surface Plasmon Research","field":"Engineering","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"RMIT University; Australian Research Council; Ontario Ministry of Natural Resources and Forestry; Australian National Fabrication Facility","keywords":"Multispectral image; Monochrome; Color filter array; Image sensor; Optics; Artificial intelligence; CMOS sensor; Computer vision; Computer science; Multispectral pattern recognition; Interference filter; Pixel; Color image; Filter (signal processing); Wavelength; Color gel; Image processing; Materials science; Physics; Image (mathematics)","score_opus":0.027929001591613274,"score_gpt":0.2389948115491865,"score_spread":0.21106580995757324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3017260563","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":[0.993405,0.00019893158,0.001544306,0.0019404186,0.00017125331,0.00066756137,0.00024042999,0.0004843471,0.0013477841],"genre_scores_gemma":[0.9801482,0.000017412103,0.018579857,0.00093648117,0.000025302023,0.000028466118,0.000038332342,0.00012657317,0.00009940211],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9976688,0.00012637,0.0003740106,0.0004856196,0.00041220486,0.0009329964],"domain_scores_gemma":[0.99869597,0.00044171774,0.000060192975,0.00039958028,0.000091743816,0.00031081284],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000248493,0.00046073325,0.0004366507,0.000102358055,0.00024028092,0.00023075918,0.00037733902,0.00012445176,0.00036099597],"category_scores_gemma":[0.00022973634,0.00036592607,0.0001925956,0.00060663646,0.000173404,0.00016495737,0.00004051357,0.0010064022,0.00016890325],"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":[0.00017549311,0.00008649496,0.00017336283,0.0000706343,0.00009407364,0.0003675784,0.0008737242,0.12939411,0.8658609,0.000041813397,0.002781147,0.000080661615],"study_design_scores_gemma":[0.0006381662,0.00008584345,0.000027400694,0.00003597772,0.000019648118,0.000024949748,0.0006403412,0.7039989,0.2916994,0.000011262465,0.0025151537,0.0003028909],"about_ca_topic_score_codex":0.00017190301,"about_ca_topic_score_gemma":0.00002736763,"teacher_disagreement_score":0.5746048,"about_ca_system_score_codex":0.00043437316,"about_ca_system_score_gemma":0.00016782321,"threshold_uncertainty_score":0.99987924},"labels":[],"label_agreement":null},{"id":"W3026632371","doi":"10.1063/5.0002941","title":"Optical multi-stability in a nonlinear high-order microring resonator filter","year":2020,"lang":"en","type":"article","venue":"APL Photonics","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":58,"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":"Engineering and Physical Sciences Research Council","keywords":"Resonator; Filter (signal processing); Optics; Nonlinear system; Stability (learning theory); Materials science; Optical filter; Resonance (particle physics); Power (physics); Physics; Computer science","score_opus":0.027009967738471814,"score_gpt":0.23404942627683462,"score_spread":0.2070394585383628,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3026632371","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":[0.99487185,0.00056057016,0.0012376257,0.0003879432,0.00019971345,0.0002645191,0.000038257745,0.00028223792,0.0021572623],"genre_scores_gemma":[0.9423831,0.00010342713,0.056689955,0.0006688024,0.00004886973,0.000029018693,0.000014332734,0.000048316342,0.000014183741],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99871486,0.000020869558,0.00033650582,0.00033031972,0.00016235275,0.00043507447],"domain_scores_gemma":[0.9993502,0.00010660058,0.000017106782,0.00026418027,0.00003805228,0.00022384085],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014562171,0.00021022635,0.00029358704,0.000033640248,0.000029301626,0.00003556656,0.00024761364,0.0001547458,0.00022302638],"category_scores_gemma":[0.00013495423,0.00020833626,0.00006842125,0.00032072232,0.000057485853,0.00012801637,0.00010413941,0.0004872311,0.0001824637],"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":[0.0007650606,0.0026730157,0.019759567,0.0050403276,0.0008008481,0.0014770865,0.017620398,0.049323134,0.8606877,0.021555929,0.0021540152,0.018142963],"study_design_scores_gemma":[0.0010174339,0.000043617332,0.0020776808,0.000033643944,0.000014893677,0.000002752503,0.0001142565,0.8645487,0.106543794,0.0000688056,0.025172481,0.00036195296],"about_ca_topic_score_codex":0.000040581606,"about_ca_topic_score_gemma":0.000101155645,"teacher_disagreement_score":0.81522554,"about_ca_system_score_codex":0.00009279134,"about_ca_system_score_gemma":0.000041453593,"threshold_uncertainty_score":0.84957063},"labels":[],"label_agreement":null},{"id":"W3027870932","doi":"10.1063/1.5142637","title":"Controlling dispersion in multifunctional metasurfaces","year":2020,"lang":"en","type":"article","venue":"APL Photonics","topic":"Metamaterials and Metasurfaces Applications","field":"Materials Science","cited_by":39,"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 Waterloo","funders":"Advanced Research Projects Agency; Defense Advanced Research Projects Agency","keywords":"Achromatic lens; Wavelength; Optics; Materials science; Optoelectronics; Ray; Polarization (electrochemistry); Dispersion (optics); Blueshift; Dielectric; Focal length; Nanostructure; Refractive index; Nanotechnology; Physics; Chemistry","score_opus":0.034288985798134095,"score_gpt":0.25248671272787937,"score_spread":0.21819772692974526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3027870932","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":[0.9963588,0.00059517595,0.001049258,0.0009509767,0.00029105862,0.00029352534,0.000056236255,0.00006687184,0.0003381012],"genre_scores_gemma":[0.9826306,0.00011198915,0.016327914,0.0007752733,0.00002986582,0.000047838057,0.000019328221,0.000014425048,0.000042764095],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99883085,0.00007219041,0.0003222373,0.00032743844,0.00022298738,0.00022426595],"domain_scores_gemma":[0.99947745,0.000082868595,0.000103670005,0.00017987154,0.00004266325,0.00011350175],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00047575188,0.00012323991,0.00026463057,0.000023755014,0.00009810525,0.000066394336,0.00020366388,0.00005287188,0.0013227207],"category_scores_gemma":[0.00011597389,0.00010499241,0.000057747722,0.0001722914,0.00004114917,0.00014467692,0.000057614794,0.00008008224,0.00065261306],"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":[0.00005222043,0.000033647022,0.00026644886,0.000013554608,0.000005113838,0.0000017070264,0.00022437121,0.0030194412,0.99503404,0.0010619225,0.00018730867,0.000100204066],"study_design_scores_gemma":[0.0011521718,0.00005383964,0.0007871024,0.000013421779,0.00003826567,0.0000020009895,0.00022073364,0.053651135,0.87540984,0.0004245245,0.06800324,0.00024371668],"about_ca_topic_score_codex":0.00007341638,"about_ca_topic_score_gemma":0.000022644246,"teacher_disagreement_score":0.11962421,"about_ca_system_score_codex":0.000024562965,"about_ca_system_score_gemma":0.00004021898,"threshold_uncertainty_score":0.9995902},"labels":[],"label_agreement":null},{"id":"W3039955801","doi":"10.1063/5.0011755","title":"Optical detection of the percolation threshold of nanoscale silver coatings with optical fiber gratings","year":2020,"lang":"en","type":"article","venue":"APL Photonics","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":19,"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":"National Natural Science Foundation of China","keywords":"Materials science; Cladding (metalworking); Long-period fiber grating; Optical fiber; Fiber Bragg grating; Optics; All-silica fiber; Coating; Cladding mode; Percolation threshold; Wavelength; Fiber optic sensor; Fiber; Dispersion-shifted fiber; Optoelectronics; Polarization-maintaining optical fiber; Composite material; Electrical resistivity and conductivity","score_opus":0.008628385598185606,"score_gpt":0.19355908307066966,"score_spread":0.18493069747248406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3039955801","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":[0.9937684,0.000034583434,0.003733503,0.000083366074,0.000061030878,0.00024963284,0.0000056072627,0.000084295694,0.001979568],"genre_scores_gemma":[0.9836077,0.0000054454085,0.01623315,0.00006093746,0.000018699408,0.00000926988,0.0000018609209,0.000037616344,0.000025338377],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999135,0.00000815615,0.00027164418,0.00015536984,0.00026392477,0.0001659023],"domain_scores_gemma":[0.9994884,0.00009152515,0.00006631712,0.0002120781,0.00007875098,0.00006291611],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000055324508,0.00013511772,0.00019781222,0.000018546918,0.00003547788,0.0000079069005,0.00012795604,0.000101755366,0.00002835407],"category_scores_gemma":[0.00008823773,0.00010202393,0.00006624293,0.0002737432,0.00011701557,0.000101924845,0.000038251066,0.00024528246,0.0000085396205],"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":[0.00006300929,0.000026165011,0.00042934954,0.00012904231,0.000035434645,0.0000016730199,0.0013517233,0.08211264,0.91416484,0.00048109842,0.000035245528,0.0011697524],"study_design_scores_gemma":[0.00033698409,0.0001361133,0.00069253845,0.000040260682,0.00004249097,0.000007905229,0.00016774122,0.18148683,0.8165635,0.000083220686,0.00030771116,0.00013471255],"about_ca_topic_score_codex":0.000005371474,"about_ca_topic_score_gemma":0.000009461826,"teacher_disagreement_score":0.09937419,"about_ca_system_score_codex":0.000038148417,"about_ca_system_score_gemma":0.00001969212,"threshold_uncertainty_score":0.4160415},"labels":[],"label_agreement":null},{"id":"W3080474076","doi":"10.1063/5.0055201","title":"Accurate modeling and characterization of photothermal forces in optomechanics","year":2021,"lang":"en","type":"article","venue":"APL Photonics","topic":"Mechanical and Optical Resonators","field":"Physics and Astronomy","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"Universidade Estadual de Campinas; Financiadora de Estudos e Projetos; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Fundação de Amparo à Pesquisa do Estado de São Paulo; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Natural Sciences and Engineering Research Council of Canada; CMC Microsystems","keywords":"Optomechanics; Photothermal therapy; Characterization (materials science); Radiation pressure; Thermal; Photothermal spectroscopy; Radiation; Optical force","score_opus":0.011110474313669096,"score_gpt":0.24330686351794722,"score_spread":0.23219638920427813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3080474076","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":[0.98686194,0.000037167356,0.01186912,0.000033106164,0.00004270173,0.000075832104,0.00002132784,0.000005263657,0.0010535106],"genre_scores_gemma":[0.999121,0.000046333436,0.0006421887,0.000053724707,0.000014328013,0.000009138923,0.000041223717,0.000009185349,0.00006283892],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993832,0.000018933766,0.00020375683,0.00015826127,0.00009096783,0.00014485986],"domain_scores_gemma":[0.99971443,0.000030724772,0.00004855769,0.00010655619,0.00004686163,0.000052839412],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000083031395,0.0000795188,0.00015738522,0.000022598551,0.00002246627,0.000017599667,0.000058710983,0.00003922203,0.0003229777],"category_scores_gemma":[0.000009943473,0.0000745809,0.000037666025,0.00013462322,0.000009847314,0.0000818344,0.000063465755,0.00009690734,0.0000023023351],"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":[0.00006100909,0.00028073334,0.001821582,0.000083690036,0.00005485383,0.000007982493,0.00041142522,0.00060517836,0.56911063,0.4121598,0.0000017284545,0.0154013615],"study_design_scores_gemma":[0.00036969755,0.000019773199,0.00012107903,0.000039379225,0.000009541712,5.12063e-7,0.00011284794,0.8042054,0.18165518,0.013060793,0.00029226343,0.000113515474],"about_ca_topic_score_codex":0.000026072355,"about_ca_topic_score_gemma":0.0000029694827,"teacher_disagreement_score":0.80360025,"about_ca_system_score_codex":0.000006290249,"about_ca_system_score_gemma":0.000041453313,"threshold_uncertainty_score":0.35363793},"labels":[],"label_agreement":null},{"id":"W3082829129","doi":"10.1063/5.0015658","title":"Dynamic detection of acoustic wave generated by polarization maintaining Brillouin random fiber laser","year":2020,"lang":"en","type":"article","venue":"APL Photonics","topic":"Random lasers and scattering media","field":"Physics and Astronomy","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Optics; Laser linewidth; Brillouin scattering; Lasing threshold; Random laser; Fiber laser; Physics; Optical fiber; Relative intensity noise; Laser; Rayleigh scattering; Materials science; Semiconductor laser theory","score_opus":0.006270886638205089,"score_gpt":0.19899901791899446,"score_spread":0.19272813128078936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3082829129","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":[0.9323475,0.000044249493,0.066675425,0.000114617185,0.00011522643,0.00021119927,0.00007743976,0.000031210617,0.00038314686],"genre_scores_gemma":[0.9988618,0.0000055848886,0.00037967978,0.00017448461,0.000044549608,0.0000142096,0.00020270444,0.000026070196,0.00029091156],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992033,0.00004657739,0.000241573,0.0001996294,0.00012605543,0.00018284506],"domain_scores_gemma":[0.9995558,0.00005458117,0.00012478321,0.00012282887,0.000052227762,0.00008973774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009838957,0.00013253321,0.00022727887,0.00002440766,0.000070342445,0.000028255488,0.000068634035,0.00004902586,0.00032905844],"category_scores_gemma":[0.000017468255,0.00012904567,0.00008535184,0.00016821588,0.000028671806,0.00007350344,0.000026464382,0.00013500017,0.000024212266],"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":[0.0003934283,0.000059117745,0.00060565956,0.000031022337,0.00015313234,0.0000031174663,0.0006702995,0.012802094,0.9759186,0.000024100647,0.00080044876,0.008538972],"study_design_scores_gemma":[0.004980319,0.00010750679,0.00015450532,0.000021283315,0.00010041444,0.0000011922838,0.00019830934,0.6768712,0.3140336,0.00017201384,0.003101243,0.00025845694],"about_ca_topic_score_codex":0.00009852252,"about_ca_topic_score_gemma":0.0000060474795,"teacher_disagreement_score":0.66406906,"about_ca_system_score_codex":0.000020272797,"about_ca_system_score_gemma":0.000033333334,"threshold_uncertainty_score":0.52623296},"labels":[],"label_agreement":null},{"id":"W3101543198","doi":"10.1063/5.0037327","title":"Bloch–Landau–Zener dynamics induced by a synthetic field in a photonic quantum walk","year":2021,"lang":"en","type":"article","venue":"APL Photonics","topic":"Topological Materials and Phenomena","field":"Physics and Astronomy","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"H2020 European Research Council; Agència de Gestió d'Ajuts Universitaris i de Recerca; QuantERA; Unitatea Executiva pentru Finantarea Invatamantului Superior, a Cercetarii, Dezvoltarii si Inovarii; Ministerio de Asuntos Económicos y Transformación Digital, Gobierno de España; Generalitat de Catalunya; Narodowym Centrum Nauki; Ministerio de Economía y Competitividad; European Regional Development Fund; European Commission; Canada Research Chairs; Canada First Research Excellence Fund; Agencia Estatal de Investigación; “la Caixa” Foundation; Centres de Recerca de Catalunya","keywords":"Floquet theory; Quantum walk; Random walk; Dynamics (music); Field (mathematics); Action (physics); Photonics; Quantum","score_opus":0.007692036534520199,"score_gpt":0.2295989164726809,"score_spread":0.22190687993816072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3101543198","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":[0.9820326,0.00014088445,0.00023853611,0.000501277,0.00030190105,0.00016000148,0.00013655135,0.000030062216,0.016458204],"genre_scores_gemma":[0.9988704,0.000025673076,0.00019619524,0.00043570562,0.0000467063,0.00003558815,0.00010333861,0.00002110108,0.00026529876],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99868,0.000075015414,0.00031531742,0.00037980673,0.00013353597,0.00041630625],"domain_scores_gemma":[0.9992817,0.00012447014,0.00008561777,0.00037281698,0.000036196787,0.00009919852],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011957585,0.00020905973,0.00033973288,0.000031885953,0.000073437506,0.000080994265,0.00019804024,0.00011260978,0.0032923282],"category_scores_gemma":[0.000018278162,0.00019231855,0.000104770006,0.00019634746,0.00002908106,0.000054597425,0.00009367026,0.00026997863,0.000055638342],"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":[0.00024984515,0.0015297371,0.010712186,0.000113510694,0.00028066165,0.0001090613,0.00090547965,0.00010647197,0.18708465,0.7804398,0.0008411164,0.01762752],"study_design_scores_gemma":[0.0041800165,0.0006796669,0.0026020063,0.00022919064,0.00011087229,0.000017935437,0.0015337658,0.028910602,0.44756112,0.4802771,0.03184248,0.0020552778],"about_ca_topic_score_codex":0.0011165327,"about_ca_topic_score_gemma":0.00023254413,"teacher_disagreement_score":0.3001627,"about_ca_system_score_codex":0.000040799892,"about_ca_system_score_gemma":0.00012467203,"threshold_uncertainty_score":0.9976188},"labels":[],"label_agreement":null},{"id":"W3120785725","doi":"10.1063/5.0024511","title":"High-frequency GaAs optomechanical bullseye resonator","year":2021,"lang":"en","type":"article","venue":"APL Photonics","topic":"Mechanical and Optical Resonators","field":"Physics and Astronomy","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Financiadora de Estudos e Projetos; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Optomechanics; Resonator; Gallium arsenide; Optoelectronics; Anisotropy; Indium arsenide; Microwave; Cantilever; Materials science; Optics; Physics","score_opus":0.0070347236003313615,"score_gpt":0.2353587190331431,"score_spread":0.22832399543281173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3120785725","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":[0.9560622,0.00055455405,0.007022718,0.0015465192,0.0010265125,0.00029123045,0.00014617317,0.00015714874,0.033192944],"genre_scores_gemma":[0.98361045,0.000027281949,0.013026941,0.00064054556,0.00022337199,0.000041495536,0.000073412535,0.00003900128,0.0023174773],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99816716,0.00006395886,0.0003598133,0.0005090392,0.00038005473,0.0005199939],"domain_scores_gemma":[0.99868065,0.00018656201,0.0000692085,0.000547758,0.00014920418,0.0003666214],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017170738,0.0002294322,0.00033878058,0.000027859522,0.00012883956,0.000072925446,0.00030770447,0.00012146399,0.008496584],"category_scores_gemma":[0.00008186936,0.00020789105,0.00022687743,0.0003236493,0.000045010478,0.0000821252,0.00021723262,0.00043233662,0.0007295953],"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":[0.000010355066,0.00022756547,0.00035785392,0.000009455758,0.000056705354,0.00004434944,0.000015453084,0.0000022158713,0.0074285525,0.9862269,0.00082393613,0.0047966326],"study_design_scores_gemma":[0.0015577108,0.00013366604,0.00029822686,0.00006462076,0.00009777164,0.000009448216,0.00016261268,0.001806762,0.2722876,0.5772432,0.14552143,0.0008169066],"about_ca_topic_score_codex":0.00008994862,"about_ca_topic_score_gemma":0.0000045030397,"teacher_disagreement_score":0.40898368,"about_ca_system_score_codex":0.000041328574,"about_ca_system_score_gemma":0.0002069073,"threshold_uncertainty_score":0.99240977},"labels":[],"label_agreement":null},{"id":"W3131893921","doi":"10.1063/5.0045310","title":"The space–time Talbot effect","year":2021,"lang":"en","type":"preprint","venue":"APL Photonics","topic":"Advanced Optical Imaging 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":"Dalhousie University","funders":"Office of Naval Research Global","keywords":"Talbot effect; Diffraction; Physics; Dispersion (optics); Optics; Space time; Space (punctuation); Spacetime; Field (mathematics); Lattice (music); Quantum mechanics; Mathematics; Computer science; Chemistry; Acoustics","score_opus":0.003717446317998892,"score_gpt":0.21028482069990365,"score_spread":0.20656737438190476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3131893921","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":[0.8331228,0.048406377,0.042494893,0.002596374,0.010507525,0.0027446572,0.00008209942,0.018700682,0.041344598],"genre_scores_gemma":[0.8856548,0.007759867,0.10335468,0.0001296256,0.00016795934,0.00065838255,0.00012029473,0.00045976223,0.0016946045],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987457,0.000028705059,0.00021910385,0.000350688,0.0002027573,0.00045309088],"domain_scores_gemma":[0.9980234,0.00047834308,0.00004491639,0.0013534009,0.000046579204,0.0000533694],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019031687,0.00036510397,0.0003778574,0.000041879248,0.00009997082,0.00022046942,0.0007404131,0.0003674208,0.000024690458],"category_scores_gemma":[0.0004648871,0.00028483736,0.00017776179,0.000147811,0.00017841418,0.000056225468,0.0011493445,0.0015155427,0.0001527376],"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":[0.00006213075,0.00012647655,0.00023566747,0.0026867823,0.0022976531,0.0008809887,0.0005595838,0.7371219,0.0631027,0.00948269,0.04755536,0.13588808],"study_design_scores_gemma":[0.0003185615,0.00005540896,0.000056556633,0.00037855774,0.00013609084,0.000032030126,0.00006363653,0.72182655,0.18066339,0.01765459,0.07772343,0.0010911949],"about_ca_topic_score_codex":0.000005731275,"about_ca_topic_score_gemma":0.0000064431115,"teacher_disagreement_score":0.1347969,"about_ca_system_score_codex":0.00018587791,"about_ca_system_score_gemma":0.00003728246,"threshold_uncertainty_score":0.99996036},"labels":[],"label_agreement":null},{"id":"W3136098820","doi":"10.1063/5.0031230","title":"Perspectives on advances in high-capacity, free-space communications using multiplexing of orbital-angular-momentum beams","year":2021,"lang":"en","type":"article","venue":"APL Photonics","topic":"Orbital Angular Momentum in Optics","field":"Physics and Astronomy","cited_by":126,"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":"Defense Security Cooperation Agency; Air Force Research Laboratory; Nippon Telegraph and Telephone","keywords":"Orbital angular momentum multiplexing; Multiplexing; Angular momentum; Physics; Optical communication; Crosstalk; Free-space optical communication; Communications system; Free space; Channel capacity; Telecommunications; Optics; Orbital angular momentum of light; Computer science; Electronic engineering; Channel (broadcasting); Engineering; Total angular momentum quantum number; Quantum mechanics","score_opus":0.019176963009457912,"score_gpt":0.27153934291787124,"score_spread":0.2523623799084133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3136098820","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":[0.9879113,0.0022030987,0.000984219,0.00030419693,0.00015977105,0.00022709776,0.00018039446,0.000023435565,0.008006477],"genre_scores_gemma":[0.96447444,0.00013313937,0.035111856,0.000018308254,0.000038096212,0.000019171719,0.00005697042,0.00003108963,0.000116939635],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99871457,0.00008703502,0.00034099707,0.0003117204,0.00025207124,0.0002936338],"domain_scores_gemma":[0.9982575,0.0001633133,0.0001987981,0.0011661394,0.00015302953,0.00006122253],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014970738,0.0001983811,0.00031303772,0.000095312076,0.00012537946,0.000041195442,0.00047398123,0.000051609997,0.00011586715],"category_scores_gemma":[0.00005112943,0.0002179207,0.0001295817,0.00040942046,0.00019734925,0.00025860075,0.00047815076,0.00031296932,0.0000086315895],"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":[0.00003553387,0.002474259,0.017770115,0.000090649926,0.00021153071,0.000015925769,0.008618142,0.005929173,0.03859567,0.9254924,0.000052582956,0.00071401434],"study_design_scores_gemma":[0.007272035,0.0005632552,0.0036443432,0.0011882101,0.00025279174,0.000017830747,0.119339354,0.075111926,0.52111095,0.25656247,0.012629765,0.0023070886],"about_ca_topic_score_codex":0.0004218807,"about_ca_topic_score_gemma":0.000072326526,"teacher_disagreement_score":0.66892993,"about_ca_system_score_codex":0.00014167023,"about_ca_system_score_gemma":0.00008969665,"threshold_uncertainty_score":0.8886548},"labels":[],"label_agreement":null},{"id":"W3186061180","doi":"10.1063/5.0049372","title":"Silicon photonic quantum computing with spin qubits","year":2021,"lang":"en","type":"article","venue":"APL Photonics","topic":"Quantum Information and Cryptography","field":"Computer Science","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Stewart Blusson Quantum Matter Institute, University of British Columbia; British Columbia Knowledge Development Fund; Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Quantum computer; Qubit; Cluster state; Computer science; Photonics; Quantum information; Quantum technology; Coherence (philosophical gambling strategy); Quantum network; Superconducting quantum computing; Quantum; Electronic engineering; Physics; Quantum mechanics; Engineering; Open quantum system","score_opus":0.010041203306352681,"score_gpt":0.23401230510400353,"score_spread":0.22397110179765084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3186061180","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":[0.82001615,0.0005134204,0.16158295,0.0007271433,0.0005202886,0.00022693381,0.000003818359,0.0004873716,0.015921913],"genre_scores_gemma":[0.9746087,0.0000673514,0.02256098,0.0026332224,0.000018280625,0.0000062732665,0.000012276156,0.000015007956,0.000077894096],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983891,0.00005346354,0.0003354198,0.00038845767,0.00040331407,0.00043021695],"domain_scores_gemma":[0.99861366,0.000071231065,0.00015792418,0.0007945496,0.00021472988,0.00014789343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024403958,0.00020150488,0.00022710039,0.000115984796,0.00019651325,0.00030406553,0.0006409156,0.00007893293,0.0000635675],"category_scores_gemma":[0.00002510709,0.00018030801,0.00011241132,0.0010826925,0.00006070092,0.0005500109,0.00022814114,0.00025195276,0.00019994235],"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":[0.000023566005,0.00027453466,0.0013064386,0.00011235011,0.000114186616,0.00018412076,0.003502844,0.0007480485,0.0056567616,0.97259504,0.0024137213,0.013068402],"study_design_scores_gemma":[0.0011495715,0.00021053445,0.0018905415,0.00009998731,0.000015171914,0.00028584443,0.00044340602,0.8557635,0.08101181,0.004563715,0.053970035,0.00059587293],"about_ca_topic_score_codex":0.000021951926,"about_ca_topic_score_gemma":0.000032857253,"teacher_disagreement_score":0.9680313,"about_ca_system_score_codex":0.000038448237,"about_ca_system_score_gemma":0.00030347105,"threshold_uncertainty_score":0.73527473},"labels":[],"label_agreement":null},{"id":"W3192037796","doi":"10.1063/5.0074849","title":"Lattice-plasmon-induced asymmetric transmission in two-dimensional chiral arrays","year":2022,"lang":"en","type":"article","venue":"APL Photonics","topic":"Metamaterials and Metasurfaces Applications","field":"Materials Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Max Planck - University of Ottawa Centre for Extreme and Quantum Photonics; University of Ottawa","funders":"Army Research Office; Natural Sciences and Engineering Research Council of Canada; Defense Advanced Research Projects Agency; Canada Research Chairs","keywords":"Plasmon; Excitation; Scattering; Lattice (music); Condensed matter physics; Diffraction; Fano resonance; Physics; Metamaterial; Materials science; Optics; Optoelectronics; Quantum mechanics","score_opus":0.02424252455599099,"score_gpt":0.2791710821674685,"score_spread":0.2549285576114775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3192037796","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":[0.9963041,0.00026314147,0.00008554686,0.00025116393,0.000653653,0.0004533638,0.00007235895,0.00007078271,0.0018458823],"genre_scores_gemma":[0.9870216,0.00001750737,0.011973642,0.00036481002,0.000024725528,0.0002358295,0.000047887064,0.000029534029,0.0002844661],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99792755,0.0002221779,0.0004532804,0.0004650123,0.0005275751,0.00040440063],"domain_scores_gemma":[0.9991584,0.00011596003,0.00015367682,0.000412877,0.000035001554,0.00012412571],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012451736,0.00018146705,0.0003080547,0.0001760031,0.00038561973,0.000055632172,0.00040546898,0.0000407352,0.0030335195],"category_scores_gemma":[0.000031433847,0.00017182012,0.00007945996,0.00070214795,0.000028970708,0.00011908432,0.00015450366,0.00022939127,0.0002046162],"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":[0.000049780745,0.00018745537,0.00003556759,0.000011081069,0.0000049050354,0.000008113444,0.00020938169,0.0051952587,0.99140155,0.0019099795,0.00022783797,0.00075907254],"study_design_scores_gemma":[0.0012457198,0.00011047633,0.00035760968,0.00000984717,0.00003414857,0.00002747966,0.000099335055,0.013953869,0.9594648,0.0032424806,0.021136468,0.00031777544],"about_ca_topic_score_codex":0.00027628508,"about_ca_topic_score_gemma":0.000020803072,"teacher_disagreement_score":0.031936776,"about_ca_system_score_codex":0.000109983295,"about_ca_system_score_gemma":0.00014143961,"threshold_uncertainty_score":0.99787784},"labels":[],"label_agreement":null},{"id":"W3198993958","doi":"10.1063/5.0059874","title":"Coherent Raman scattering imaging with a near-infrared achromatic metalens","year":2021,"lang":"en","type":"article","venue":"APL Photonics","topic":"Spectroscopy Techniques in Biomedical and Chemical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":32,"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 Waterloo","funders":"National Institute of General Medical Sciences; Defense Advanced Research Projects Agency; National Institutes of Health; National Science Foundation","keywords":"Achromatic lens; Optics; Infrared; Raman scattering; Scattering; Raman spectroscopy; Physics; Materials science","score_opus":0.007395533223674182,"score_gpt":0.2783561437538051,"score_spread":0.2709606105301309,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3198993958","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":[0.9880741,0.0010917146,0.002295755,0.00037107343,0.000049630842,0.00016588034,0.000011519389,0.0000545938,0.0078857355],"genre_scores_gemma":[0.9719016,0.0003094031,0.024334358,0.000995398,0.00006299942,0.000087526,0.00018000724,0.00004216371,0.002086542],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988236,0.000030433277,0.00015768476,0.0003663629,0.00026609204,0.00035587128],"domain_scores_gemma":[0.9992397,0.000015972295,0.000039532966,0.0004737426,0.00008803471,0.0001430532],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010826682,0.00014694699,0.00015586843,0.00001586761,0.000086705,0.000069551985,0.00023121116,0.000084844134,0.00023899364],"category_scores_gemma":[0.00008153939,0.00012128844,0.00007706843,0.00015297657,0.00022962785,0.0000036743725,0.00026884483,0.00017600313,0.000013305737],"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":[0.000032147113,0.00007586318,0.00039510868,0.00004631428,0.000055425928,0.00005298869,0.000021120026,6.7326863e-7,0.9951227,0.000038469723,0.0032865366,0.00087267096],"study_design_scores_gemma":[0.00033120782,0.000106322586,0.00012968964,0.000047698883,0.00001915242,0.0000915478,0.00004667113,0.00067572447,0.9300735,0.0003901776,0.06791718,0.00017115106],"about_ca_topic_score_codex":0.0000074939258,"about_ca_topic_score_gemma":0.000006963396,"teacher_disagreement_score":0.0650492,"about_ca_system_score_codex":0.000035117973,"about_ca_system_score_gemma":0.00017025086,"threshold_uncertainty_score":0.49459988},"labels":[],"label_agreement":null},{"id":"W3199090674","doi":"10.1063/5.0057999","title":"Theoretical analysis of backscattering in hollow-core antiresonant fibers","year":2021,"lang":"en","type":"article","venue":"APL Photonics","topic":"Photonic Crystal and Fiber Optics","field":"Engineering","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"Engineering and Physical Sciences Research Council; Natural Sciences and Engineering Research Council of Canada; Royal Academy of Engineering","keywords":"Scattering; Rayleigh scattering; Core (optical fiber); Fiber; Optics; Materials science; Wavelength; Scaling; Physics; Geometry; Composite material; Mathematics","score_opus":0.008793142018805539,"score_gpt":0.21963418792036052,"score_spread":0.21084104590155497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199090674","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":[0.9940777,0.0005811565,0.00019297744,0.000025765521,0.0001360585,0.0000623719,0.00005149058,0.000057150108,0.004815372],"genre_scores_gemma":[0.99822325,0.00038330953,0.0012321437,0.000048351303,0.0000064077603,0.0000065258405,0.000041192092,0.000025017582,0.000033783712],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989755,0.000012180723,0.00033752687,0.00020665237,0.00017260262,0.00029552137],"domain_scores_gemma":[0.9994054,0.00008029804,0.000027501206,0.00038011913,0.000036729027,0.00006995589],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013411592,0.00014931372,0.00039690713,0.0001742496,0.000017322094,0.000016446324,0.00015123303,0.00009914507,0.0004362194],"category_scores_gemma":[0.000024852407,0.00015240128,0.00019435973,0.0011939721,0.000086560874,0.000048617956,0.00007722449,0.00019610826,0.0000063282687],"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":[0.000116944226,0.0006860503,0.035856742,0.0009583348,0.00459873,0.0013983276,0.012470132,0.19222867,0.59168,0.15107659,0.00046447452,0.008465018],"study_design_scores_gemma":[0.00048701122,0.000025563224,0.008905299,0.000078294484,0.00039452614,0.000015344016,0.00044915287,0.939262,0.04534964,0.0023232547,0.002328605,0.00038132985],"about_ca_topic_score_codex":0.000010041324,"about_ca_topic_score_gemma":0.00009211974,"teacher_disagreement_score":0.7470333,"about_ca_system_score_codex":0.00008373576,"about_ca_system_score_gemma":0.000037317837,"threshold_uncertainty_score":0.6214744},"labels":[],"label_agreement":null},{"id":"W3206249464","doi":"10.1063/5.0061950","title":"Trapping light in a Floquet topological photonic insulator by Floquet defect mode resonance","year":2021,"lang":"en","type":"article","venue":"APL Photonics","topic":"Topological Materials and Phenomena","field":"Physics and Astronomy","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Floquet theory; Trapping; Physics; Resonance (particle physics); Photonics; Mode (computer interface); Optoelectronics; Quantum mechanics; Computer science; Biology","score_opus":0.007721951845757032,"score_gpt":0.24189297216373915,"score_spread":0.23417102031798212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3206249464","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":[0.98125756,0.001805989,0.0002651742,0.00045391792,0.00027435852,0.00024323098,0.00020090668,0.00005922582,0.015439619],"genre_scores_gemma":[0.99771,0.00009639538,0.0008688844,0.0005220029,0.000103786886,0.00010093942,0.00008122647,0.00002645831,0.0004903192],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9980966,0.00015444426,0.00042975365,0.00057214045,0.000166669,0.0005804174],"domain_scores_gemma":[0.99922454,0.000094980714,0.00009517474,0.00040610996,0.000042474363,0.00013673629],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001877072,0.000280586,0.00047585752,0.000034076802,0.000118077296,0.00008990826,0.00025578708,0.0001440577,0.0026086515],"category_scores_gemma":[0.000022494183,0.00024674126,0.00019370746,0.00029857742,0.00006740011,0.000106351225,0.00014482293,0.000335673,0.000061655235],"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":[0.0003010947,0.0017485085,0.019208195,0.00010003284,0.00021822534,0.00018165418,0.0013578138,0.00024155127,0.43606955,0.53110695,0.003248756,0.0062176576],"study_design_scores_gemma":[0.0032112896,0.00029685916,0.0052316207,0.00014369388,0.00005836259,0.000014550379,0.00050388096,0.0029662868,0.36257878,0.31193167,0.31164744,0.0014155713],"about_ca_topic_score_codex":0.00033296878,"about_ca_topic_score_gemma":0.000040591065,"teacher_disagreement_score":0.30839866,"about_ca_system_score_codex":0.00006923389,"about_ca_system_score_gemma":0.000119146884,"threshold_uncertainty_score":0.9999985},"labels":[],"label_agreement":null},{"id":"W3215922476","doi":"10.1063/5.0067920","title":"Perovskite luminescent solar concentrators for photovoltaics","year":2021,"lang":"en","type":"article","venue":"APL Photonics","topic":"Perovskite Materials and Applications","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"National Outstanding Youth Science Fund Project of National Natural Science Foundation of China; University of Waterloo; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Perovskite (structure); Photovoltaics; Passivation; Photovoltaic system; Optoelectronics; Materials science; Engineering physics; Luminescence; Nanotechnology; Electrical engineering; Chemistry; Physics; Engineering","score_opus":0.008153231457711326,"score_gpt":0.2072890989754609,"score_spread":0.1991358675177496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3215922476","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":[0.9890111,0.0009406688,0.0066405307,0.00009538526,0.00076157023,0.00040608316,0.00026552944,0.00033064827,0.001548455],"genre_scores_gemma":[0.9942918,0.000504796,0.0040943953,0.0002931738,0.000114117625,0.00020807951,0.00017901538,0.000060856477,0.00025378607],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99918425,0.0000073635524,0.00021450556,0.00019881829,0.000093104034,0.0003019447],"domain_scores_gemma":[0.9994444,0.00003663877,0.000023411925,0.00030907267,0.00009161318,0.00009481705],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006719879,0.00015104769,0.00017943124,0.00001757626,0.0000893728,0.000074710384,0.00012063413,0.00008633624,0.00013036022],"category_scores_gemma":[0.000021409604,0.00016415675,0.00008735565,0.00013301864,0.000025344369,0.000061174745,0.000028343811,0.00007747081,0.000040222127],"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":[0.0000057000634,0.000061841354,0.00013034078,0.00015568758,0.000052046755,0.000007758214,0.00019044132,0.0006236385,0.98522085,0.00349094,0.009235739,0.00082500227],"study_design_scores_gemma":[0.00028092976,0.000008597899,0.000092923205,0.000012704446,0.000020280653,0.000007068661,0.00005496543,0.022350322,0.5433655,0.00028290902,0.4333536,0.00017021954],"about_ca_topic_score_codex":0.0000052074915,"about_ca_topic_score_gemma":0.000024743935,"teacher_disagreement_score":0.44185537,"about_ca_system_score_codex":0.00006315433,"about_ca_system_score_gemma":0.00005377989,"threshold_uncertainty_score":0.66941184},"labels":[],"label_agreement":null},{"id":"W4210884760","doi":"10.1063/5.0070992","title":"Scaling up silicon photonic-based accelerators: Challenges and opportunities","year":2022,"lang":"en","type":"article","venue":"APL Photonics","topic":"Neural Networks and Reservoir Computing","field":"Computer Science","cited_by":85,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vector Institute; Queen's University; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Queen's University; CMC Microsystems","keywords":"Photonics; Silicon photonics; Scaling; Silicon on insulator; Optoelectronics; Photonic integrated circuit; Efficient energy use; Computer science; Resonator; Silicon; Semiconductor; Electronic engineering; Electrical engineering; Physics; Engineering","score_opus":0.07691311770438732,"score_gpt":0.2530614663943329,"score_spread":0.1761483486899456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210884760","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":[0.96420026,0.022984939,0.0026778989,0.005276477,0.0016380866,0.00041352725,0.0000068555532,0.00050252274,0.002299463],"genre_scores_gemma":[0.9936341,0.001876967,0.00216199,0.0020555842,0.000052740284,0.000052676747,0.000004204808,0.00002299575,0.00013876418],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982567,0.00015580545,0.00025540212,0.00051690306,0.00038065022,0.0004345854],"domain_scores_gemma":[0.99887437,0.00024527946,0.00012514998,0.0005574169,0.00004930386,0.00014849848],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053276337,0.00020003405,0.00022966867,0.00010834215,0.00064573804,0.00019014576,0.00089687615,0.000049041675,0.000033873817],"category_scores_gemma":[0.0000141057135,0.00019475228,0.00008045545,0.00017524284,0.000056752666,0.00024570705,0.0011358565,0.00038109196,0.0000022930155],"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":[0.000082961014,0.00041074638,0.00013288356,0.00029500335,0.0001339381,0.00057924207,0.006702027,0.04082707,0.0028536706,0.14891666,0.0026490886,0.7964167],"study_design_scores_gemma":[0.0005067103,0.00015765331,0.00008475549,0.000028991595,0.000007125706,0.000054978464,0.0005042938,0.9018501,0.0031023342,0.0018961661,0.09145211,0.0003547519],"about_ca_topic_score_codex":0.000020636095,"about_ca_topic_score_gemma":0.0000055954347,"teacher_disagreement_score":0.86102307,"about_ca_system_score_codex":0.00005655219,"about_ca_system_score_gemma":0.00014681328,"threshold_uncertainty_score":0.79417676},"labels":[],"label_agreement":null},{"id":"W4226408722","doi":"10.1063/5.0079984","title":"Neuromorphic photonic circuit modeling in Verilog-A","year":2022,"lang":"en","type":"article","venue":"APL Photonics","topic":"Neural Networks and Reservoir Computing","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vector Institute; University of British Columbia; Queen's University","funders":"","keywords":"Neuromorphic engineering; Photonics; Computer science; Verilog; Electronic circuit; Photonic integrated circuit; Resonator; Electronic engineering; Optoelectronics; Photodetector; Materials science; Embedded system; Artificial neural network; Engineering; Electrical engineering","score_opus":0.057767429073148926,"score_gpt":0.22583689204736185,"score_spread":0.16806946297421294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226408722","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":[0.96615106,0.00071634166,0.029209059,0.0005698976,0.0012649727,0.00030392464,0.000002380817,0.00022687564,0.0015554791],"genre_scores_gemma":[0.9968824,0.000055087858,0.0016903651,0.0011916029,0.000030827232,0.00004438303,0.0000032286616,0.000020537786,0.00008157999],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99799585,0.00014846424,0.0003238305,0.0005657894,0.00041890892,0.0005471535],"domain_scores_gemma":[0.9990203,0.000084208,0.00008377798,0.00069689436,0.000026859881,0.00008797997],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048630554,0.00016749094,0.00021528345,0.000145715,0.00037958907,0.00011050981,0.0015729653,0.00003918925,0.00005051931],"category_scores_gemma":[0.000015319736,0.00017891145,0.00009625489,0.0009485797,0.000018870194,0.00020599987,0.0015254108,0.0006984865,0.000014548877],"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":[0.000009588671,0.00011873674,0.00023311155,0.000012898304,0.0000089672285,0.00037204946,0.00046304928,0.9821119,0.0013632887,0.01114476,0.00024057891,0.0039210804],"study_design_scores_gemma":[0.00033044346,0.000089378045,0.000038312388,0.000009344443,0.0000019662873,0.00009685322,0.000026275971,0.9880358,0.00013844448,0.00698266,0.004041894,0.00020865751],"about_ca_topic_score_codex":0.000119921286,"about_ca_topic_score_gemma":0.00002246389,"teacher_disagreement_score":0.030731319,"about_ca_system_score_codex":0.00013396145,"about_ca_system_score_gemma":0.00013207496,"threshold_uncertainty_score":0.72957975},"labels":[],"label_agreement":null},{"id":"W4280648432","doi":"10.1063/5.0087217","title":"Broadband resonance-enhanced frequency generation by four-wave mixing in a silicon Floquet topological photonic insulator","year":2022,"lang":"en","type":"article","venue":"APL Photonics","topic":"Topological Materials and Phenomena","field":"Physics and Astronomy","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Floquet theory; Physics; Photonics; Topological insulator; Resonance (particle physics); Lattice (music); Topology (electrical circuits); Optoelectronics; Optics; Condensed matter physics; Nonlinear system; Quantum mechanics; Mathematics; Acoustics","score_opus":0.02521494271117019,"score_gpt":0.23399416195433922,"score_spread":0.20877921924316903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280648432","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":[0.99297047,0.0005718653,0.00030499836,0.00015402821,0.00041890077,0.00041877278,0.00025622995,0.000042840562,0.004861898],"genre_scores_gemma":[0.99786115,0.00002988321,0.00071001385,0.00044916078,0.00014695994,0.00035718593,0.00016325612,0.00002310813,0.00025926437],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982256,0.00019056046,0.00042199084,0.0004903908,0.00021348198,0.00045792226],"domain_scores_gemma":[0.999389,0.00005971447,0.00014490698,0.00029284644,0.000025196397,0.000088342524],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002808605,0.00023052988,0.00034104034,0.000046922414,0.00030305528,0.000066164575,0.00021225288,0.000071258204,0.0058437353],"category_scores_gemma":[0.000012440668,0.00021739921,0.000094163326,0.00023230477,0.00006396654,0.00010769225,0.00017287875,0.00036443418,0.000016453056],"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":[0.000120275756,0.00049106043,0.0040475745,0.000013800962,0.000039190483,0.000020261843,0.00084892055,0.00033827504,0.9251172,0.063168794,0.00089869404,0.0048959455],"study_design_scores_gemma":[0.0069124745,0.001774934,0.009421286,0.000045605175,0.00006483516,0.00001763228,0.0014845653,0.016984733,0.52388084,0.36099347,0.07609585,0.0023237548],"about_ca_topic_score_codex":0.0007938284,"about_ca_topic_score_gemma":0.000023624241,"teacher_disagreement_score":0.40123636,"about_ca_system_score_codex":0.00015448047,"about_ca_system_score_gemma":0.000077727695,"threshold_uncertainty_score":0.99506503},"labels":[],"label_agreement":null},{"id":"W4306661103","doi":"10.1063/5.0090048","title":"Notch-filtered adiabatic rapid passage for optically driven quantum light sources","year":2022,"lang":"en","type":"article","venue":"APL Photonics","topic":"Quantum Information and Cryptography","field":"Computer Science","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"National Research Council Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Adiabatic process; Dephasing; Physics; Stimulated Raman adiabatic passage; Brightness; Spectral hole burning; Optics; Laser; Coherent control; Photon; Photonics; Quantum optics; Excitation; Optoelectronics; Quantum mechanics","score_opus":0.01274536011704978,"score_gpt":0.22099366782704163,"score_spread":0.20824830770999186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306661103","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":[0.36630675,0.00076928677,0.6016803,0.010624138,0.0030423955,0.0024893961,0.00015234742,0.0012713446,0.013664029],"genre_scores_gemma":[0.9635368,0.000036036778,0.032661524,0.003105834,0.00003284131,0.0004372705,0.000034429122,0.000023212071,0.0001320654],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982868,0.00007325324,0.000411125,0.0003289554,0.00045507835,0.00044483232],"domain_scores_gemma":[0.99872714,0.00018032925,0.00018380642,0.00067105883,0.000084090454,0.00015358349],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043704937,0.00018457364,0.00022605412,0.00020450122,0.00055300567,0.00022838282,0.0013290932,0.000049909508,0.00021435754],"category_scores_gemma":[0.000045178367,0.00018240337,0.0002356088,0.00057275494,0.000043760083,0.00042453228,0.00040757045,0.00022461968,0.00005969316],"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":[0.0000642931,0.00037744906,0.00013867143,0.000114180046,0.00014348491,0.000018089151,0.00945744,0.0011372466,0.0037379256,0.95187324,0.02380753,0.0091304295],"study_design_scores_gemma":[0.0008775557,0.000500673,0.00010824034,0.000009702594,0.00001805604,0.00002024008,0.00049628166,0.6708136,0.003304476,0.013901804,0.30958256,0.00036679348],"about_ca_topic_score_codex":0.0000044906433,"about_ca_topic_score_gemma":0.0000026761506,"teacher_disagreement_score":0.9379715,"about_ca_system_score_codex":0.000050138344,"about_ca_system_score_gemma":0.0001257488,"threshold_uncertainty_score":0.74381936},"labels":[],"label_agreement":null},{"id":"W4308482809","doi":"10.1063/5.0112574","title":"Axial dispersion-managed liquid-core fibers: A platform for tailored higher-order mode supercontinuum generation","year":2022,"lang":"en","type":"article","venue":"APL Photonics","topic":"Photonic Crystal and Fiber Optics","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Horizon 2020 Framework Programme; Deutsche Forschungsgemeinschaft; Banting Research Foundation","keywords":"Supercontinuum; Dispersion (optics); Broadband; Ultrashort pulse; Zero-dispersion wavelength; Core (optical fiber); Materials science; Optics; Single-mode optical fiber; Modal dispersion; Optical fiber; Photonic-crystal fiber; Polarization mode dispersion; Fiber; Wavelength; Nonlinear system; Multi-mode optical fiber; Dispersion-shifted fiber; Optoelectronics; Physics; Fiber optic sensor; Plastic optical fiber","score_opus":0.02368739166106887,"score_gpt":0.23076709955189864,"score_spread":0.20707970789082977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308482809","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":[0.9922763,0.00040385753,0.002764929,0.00013441069,0.0016785027,0.00080724887,0.00031969137,0.00039529018,0.0012197812],"genre_scores_gemma":[0.9934266,0.0001050556,0.003648039,0.00024704862,0.00019979803,0.00049703085,0.00070811174,0.00010733906,0.0010609541],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985421,0.000010627021,0.0003330214,0.0003364572,0.00029041345,0.0004874207],"domain_scores_gemma":[0.9993241,0.000060729348,0.00004284679,0.00039971955,0.000059715745,0.00011291051],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00016127477,0.0002721349,0.00027638793,0.000096914315,0.00037917742,0.000057064844,0.0003073679,0.000114278286,0.0004056838],"category_scores_gemma":[0.000017144766,0.00029690703,0.00017126415,0.00028353432,0.000037887443,0.00024113194,0.00015779947,0.00034494782,0.000011827931],"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":[0.0013537266,0.00043685254,0.00002792018,0.00040663118,0.0006111571,0.00006779285,0.009037294,0.35928404,0.545913,0.012860121,0.06697997,0.003021538],"study_design_scores_gemma":[0.0011553109,0.00031647374,0.0000066422945,0.000008008518,0.000060806804,0.000012016264,0.00048768334,0.78825045,0.006210204,0.00091013307,0.20211431,0.00046798258],"about_ca_topic_score_codex":0.000032499876,"about_ca_topic_score_gemma":0.000117773954,"teacher_disagreement_score":0.5397028,"about_ca_system_score_codex":0.00035868274,"about_ca_system_score_gemma":0.00006064876,"threshold_uncertainty_score":0.9999483},"labels":[],"label_agreement":null},{"id":"W4310102620","doi":"10.1063/5.0123697","title":"Parallel generation and coding of a terahertz pulse train","year":2022,"lang":"en","type":"article","venue":"APL Photonics","topic":"Terahertz technology and applications","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique; Université de Sherbrooke; École de Technologie Supérieure","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Terahertz radiation; Ultrashort pulse; Photonics; Optics; Common emitter; Pulse shaping; Computer science; Optoelectronics; Picosecond; Physics; Modulation (music); Electronic engineering; Laser; Engineering","score_opus":0.0135614030373972,"score_gpt":0.20919323262706768,"score_spread":0.1956318295896705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310102620","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":[0.99440724,0.00054004043,0.0037537813,0.00015455532,0.00005833328,0.00013046108,0.000023404184,0.00015482173,0.0007773406],"genre_scores_gemma":[0.9965515,0.000101741214,0.0030710986,0.000056615023,0.0000072291978,0.00012843039,0.000016741757,0.000010758474,0.00005585162],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99968314,0.000007931949,0.0001016288,0.000080730926,0.00004600486,0.00008056118],"domain_scores_gemma":[0.99982333,0.000013453524,0.000016499627,0.0001264163,0.0000056667923,0.0000146439315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006230761,0.00005173236,0.00006957535,0.000037959522,0.00008843233,0.0000048826846,0.00007341168,0.00003293146,0.00008768096],"category_scores_gemma":[0.0000034238656,0.00005992386,0.000016106864,0.000095890944,0.00002255915,0.000029046794,0.000030238403,0.00012236802,0.0000013727357],"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":[0.000012845948,0.000115402145,0.00074751175,0.00007422035,0.00009550623,0.0000074367376,0.0023778821,0.012023399,0.73753124,0.066273056,0.004843425,0.17589808],"study_design_scores_gemma":[0.0006468253,0.0000763276,0.0010107916,0.000006048048,0.000025547255,0.000045357992,0.0003176108,0.7366005,0.051192183,0.0035485951,0.20626825,0.00026195322],"about_ca_topic_score_codex":0.000006204523,"about_ca_topic_score_gemma":0.000010568225,"teacher_disagreement_score":0.7245771,"about_ca_system_score_codex":0.000020735588,"about_ca_system_score_gemma":0.0000058896867,"threshold_uncertainty_score":0.2443624},"labels":[],"label_agreement":null},{"id":"W4367692368","doi":"10.1063/5.0146174","title":"Single-shot extended-object super-oscillatory imaging","year":2023,"lang":"en","type":"article","venue":"APL Photonics","topic":"Advanced Optical Sensing Technologies","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Government of Canada","keywords":"Diffraction; Point spread function; Optics; Fourier transform; Image resolution; Physics; Wavelength; Noise (video); Spatial frequency; Shot noise; Limit (mathematics); Field of view; Resolution (logic); Region of interest; Computer science; Image (mathematics); Computer vision; Artificial intelligence; Mathematics; Detector","score_opus":0.022646440532588224,"score_gpt":0.2684171104116671,"score_spread":0.2457706698790789,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367692368","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":[0.9624785,0.00011568813,0.0016132196,0.0004542833,0.00034246634,0.00020069089,0.000026356187,0.0013801658,0.033388585],"genre_scores_gemma":[0.994205,0.00000858434,0.005189184,0.000092447495,0.00006514,0.0000111452855,0.00002480418,0.000042360858,0.00036131553],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9987582,0.000015550671,0.00018911164,0.00035165204,0.00017787707,0.00050763396],"domain_scores_gemma":[0.99922156,0.00012330181,0.000050840812,0.00048570384,0.00005109092,0.000067487475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010604632,0.00018789947,0.00019516713,0.00009307416,0.00016437646,0.00005559734,0.00022972132,0.00004677947,0.00009554409],"category_scores_gemma":[0.00004667809,0.00018382387,0.000102027196,0.00045809938,0.00016422488,0.0001402918,0.00022693,0.0002524419,0.0003331254],"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":[0.00006254274,0.00063195266,0.050656408,0.000052738258,0.0002704011,0.00021269091,0.00059028075,0.0014015525,0.2514721,0.29414833,0.0135725215,0.3869285],"study_design_scores_gemma":[0.0014226272,0.0001845906,0.0059937565,0.00012412804,0.00008678507,0.000016397942,0.0033965118,0.04015922,0.35311437,0.36697385,0.22675672,0.0017710406],"about_ca_topic_score_codex":0.000030493924,"about_ca_topic_score_gemma":0.0000021513147,"teacher_disagreement_score":0.38515747,"about_ca_system_score_codex":0.00005597101,"about_ca_system_score_gemma":0.000036296693,"threshold_uncertainty_score":0.749612},"labels":[],"label_agreement":null},{"id":"W4368342681","doi":"10.1063/5.0134877","title":"Generating ultrashort visible light pulses based on multidimensional solitary states in gas-filled hollow core fiber","year":2023,"lang":"en","type":"article","venue":"APL Photonics","topic":"Laser-Matter Interactions and Applications","field":"Physics and Astronomy","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; MPB Technologies & Communications (Canada); Institut National de la Recherche Scientifique","funders":"Fonds de recherche du Québec – Nature et technologies; National Research Council Canada; Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Chirp; Optics; Femtosecond; Ultrashort pulse; Materials science; Spectroscopy; Optical fiber; Optoelectronics; Laser; Physics","score_opus":0.014604627304394697,"score_gpt":0.2740214176168877,"score_spread":0.259416790312493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4368342681","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":[0.99485815,0.000006519994,0.00012233353,0.00073093,0.000114265335,0.00028261376,0.00020214613,0.00007244918,0.0036106035],"genre_scores_gemma":[0.9941096,0.0000042334023,0.0022797647,0.0005062717,0.000084317,0.00026293326,0.0009907626,0.000033874814,0.0017282689],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989207,0.000022604114,0.00027268732,0.0003160262,0.00016505714,0.0003029196],"domain_scores_gemma":[0.99928594,0.00021235616,0.00006366139,0.00031058284,0.00005514349,0.00007231711],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000112540554,0.00017239024,0.00017243512,0.00011885546,0.00020922085,0.000042703025,0.00011182231,0.000035921406,0.001593628],"category_scores_gemma":[0.00000612394,0.00015614179,0.00010257574,0.00035367886,0.000019410196,0.000094583665,0.0000376215,0.00020344708,0.00069304305],"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":[0.00016167367,0.0025021299,0.07487808,0.00008216818,0.00030859336,0.00006100745,0.0012786249,0.5804185,0.15521751,0.006218242,0.1674946,0.011378855],"study_design_scores_gemma":[0.00088448275,0.000059831662,0.002421194,0.00009140705,0.00002145276,0.0000010290511,0.00036147563,0.89979476,0.050455026,0.0011636909,0.04437612,0.0003695163],"about_ca_topic_score_codex":0.0003847151,"about_ca_topic_score_gemma":0.000046681947,"teacher_disagreement_score":0.31937626,"about_ca_system_score_codex":0.00003798713,"about_ca_system_score_gemma":0.00007031579,"threshold_uncertainty_score":0.9993191},"labels":[],"label_agreement":null},{"id":"W4381801079","doi":"10.1063/5.0145961","title":"Capturing ultra-broadband complex-fields of arbitrary duration using a real-time spectrogram","year":2023,"lang":"en","type":"article","venue":"APL Photonics","topic":"Advanced Fiber Laser Technologies","field":"Physics and Astronomy","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; Government of Canada","keywords":"Spectrogram; Waveform; Broadband; Bandwidth (computing); Computer science; Amplitude; Time domain; Fourier transform; Time–frequency analysis; Signal processing; Acoustics; Optics; Physics; Artificial intelligence; Telecommunications; Computer vision","score_opus":0.0228768642902668,"score_gpt":0.27415662100783644,"score_spread":0.25127975671756964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381801079","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":[0.98870766,0.0000148925865,0.0018973973,0.00006646819,0.00004966892,0.00020618911,0.000040278694,0.00031266856,0.008704786],"genre_scores_gemma":[0.9898433,0.000017669512,0.009846116,0.000011145904,0.00003739614,0.0000133900585,0.000084259584,0.000024868079,0.00012184346],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990955,0.000013902598,0.00026196652,0.00021728798,0.00012974648,0.00028158838],"domain_scores_gemma":[0.99940026,0.000060890696,0.00014868636,0.0003222253,0.00003524369,0.00003268774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007453323,0.00014287888,0.00021757469,0.00009203469,0.00008512183,0.000022047832,0.00016599608,0.000067496905,0.00009802253],"category_scores_gemma":[0.0000073150823,0.00014793772,0.00008958768,0.00037023885,0.00007326623,0.00013406672,0.00005382132,0.00018327982,0.000029920866],"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":[0.000045665845,0.00015960628,0.0072119953,0.00007202904,0.0001950861,0.000016879634,0.00093934254,0.0035856222,0.95221823,0.03086948,0.00062937016,0.0040567117],"study_design_scores_gemma":[0.0006456688,0.00009233819,0.0016968716,0.000062834006,0.00005634067,0.000003871874,0.001084852,0.03487123,0.8866543,0.073410295,0.0010198178,0.00040159255],"about_ca_topic_score_codex":0.00030912587,"about_ca_topic_score_gemma":0.000008079007,"teacher_disagreement_score":0.065563925,"about_ca_system_score_codex":0.00002705691,"about_ca_system_score_gemma":0.000039964507,"threshold_uncertainty_score":0.60327256},"labels":[],"label_agreement":null},{"id":"W4383216142","doi":"10.1063/5.0153856","title":"Nonlinear generation of hollow beams in tunable plasmonic nanosuspensions","year":2023,"lang":"en","type":"article","venue":"APL Photonics","topic":"Plasmonic and Surface Plasmon Research","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"National Key Research and Development Program of China; Natural Science Foundation of Tianjin City; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China; National Science Foundation","keywords":"Plasmon; Materials science; Beam (structure); Optics; Wavelength; Nanorod; Refractive index; Optoelectronics; Nonlinear optics; Nonlinear system; Light beam; Nanotechnology; Laser; Physics","score_opus":0.03709658295564539,"score_gpt":0.2592874854889806,"score_spread":0.22219090253333523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383216142","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":[0.9967207,0.00021595633,0.00003887625,0.000064988184,0.0002943155,0.00020874898,0.000039534083,0.00019506676,0.0022218535],"genre_scores_gemma":[0.99291563,0.0013159644,0.004666914,0.000016040292,0.000006239575,0.0000313208,0.000101892525,0.000042316515,0.00090371026],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99875265,0.000023836088,0.00030394606,0.00018984536,0.00029195173,0.00043777452],"domain_scores_gemma":[0.99943733,0.00012599876,0.000023814217,0.00028943797,0.000043751574,0.00007968429],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033727757,0.00013870357,0.00023669614,0.00024185104,0.000049412123,0.000018814539,0.00018958547,0.00014173711,0.00007660795],"category_scores_gemma":[0.000075320226,0.0001451752,0.00006454426,0.0008848452,0.000037441514,0.00010735833,0.00006424886,0.00028131402,0.0002862161],"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":[0.000017929568,0.00008088296,0.0021104035,0.00010127559,0.000052686486,0.00008614148,0.0003957602,0.7545701,0.23172161,0.00032997655,0.010081849,0.00045138897],"study_design_scores_gemma":[0.00035818142,0.000028466804,0.0004968565,0.000023145354,0.0000041128924,0.0000027596084,0.00008522576,0.83526903,0.15763125,0.000065489294,0.0059086457,0.0001268355],"about_ca_topic_score_codex":0.00007796412,"about_ca_topic_score_gemma":0.00032791405,"teacher_disagreement_score":0.08069894,"about_ca_system_score_codex":0.00008453932,"about_ca_system_score_gemma":0.00009296681,"threshold_uncertainty_score":0.5920073},"labels":[],"label_agreement":null},{"id":"W4383313166","doi":"10.1063/5.0153724","title":"Unlocking a lower shot noise limit in dual-comb interferometry","year":2023,"lang":"en","type":"article","venue":"APL Photonics","topic":"Advanced Fiber Laser Technologies","field":"Physics and Astronomy","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Interferometry; Spectral density; Optics; Shot noise; Signal-to-noise ratio (imaging); Physics; Bandwidth (computing); Noise reduction; Noise (video); Time domain; Time delay and integration; Noise power; Beat (acoustics); Computer science; Acoustics; Telecommunications; Power (physics); Artificial intelligence; Detector","score_opus":0.023135509443585837,"score_gpt":0.27705515679539605,"score_spread":0.2539196473518102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383313166","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":[0.99272144,0.00004705506,0.0005505352,0.0002480036,0.00026471194,0.00018901627,0.000025490795,0.00039208282,0.0055616936],"genre_scores_gemma":[0.99827385,0.00001638818,0.000890387,0.00007073893,0.00003154687,0.00006543461,0.00003103857,0.00003926206,0.0005813476],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99881613,0.000014635503,0.00024840137,0.0003374276,0.00013763826,0.00044575092],"domain_scores_gemma":[0.99926156,0.0001105286,0.00007193699,0.0004846655,0.000027304382,0.000043985914],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011647462,0.00019139705,0.00023222947,0.00026980226,0.000057485744,0.000037156322,0.00022071846,0.000082773804,0.00015755417],"category_scores_gemma":[0.000024647072,0.0001960704,0.000089257934,0.0010579695,0.00006266666,0.00015673359,0.00033712047,0.0004187986,0.00033752917],"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":[0.0005088476,0.0029151011,0.47234696,0.0003206408,0.0009477469,0.0014505942,0.006973493,0.017295979,0.09978204,0.21370263,0.019989789,0.16376616],"study_design_scores_gemma":[0.0064501055,0.0007699497,0.02932268,0.00085855846,0.00012483784,0.000018344192,0.011429691,0.04615802,0.4909273,0.28944933,0.120705724,0.0037854533],"about_ca_topic_score_codex":0.00005142418,"about_ca_topic_score_gemma":0.000016594204,"teacher_disagreement_score":0.44302428,"about_ca_system_score_codex":0.000058362184,"about_ca_system_score_gemma":0.000031337247,"threshold_uncertainty_score":0.79955184},"labels":[],"label_agreement":null},{"id":"W4384701847","doi":"10.1063/5.0142798","title":"Femtosecond laser-induced Bragg gratings in silica-based fibers for harsh environment sensing","year":2023,"lang":"en","type":"article","venue":"APL Photonics","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"National Research Council Canada","keywords":"Femtosecond; Fiber Bragg grating; Materials science; Laser; Optical fiber; Optics; Optoelectronics; Fiber optic sensor; PHOSFOS; Aerospace; Polarization-maintaining optical fiber; Physics; Engineering; Aerospace engineering","score_opus":0.017333373740513903,"score_gpt":0.2271806058112441,"score_spread":0.2098472320707302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384701847","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":[0.99744564,0.000024711473,0.0007870766,0.00011257656,0.00024753492,0.00053975446,0.00004259051,0.00045708558,0.00034304778],"genre_scores_gemma":[0.97844034,0.000026005568,0.02074432,0.00024495806,0.000030238338,0.000056105917,0.00008996186,0.00013649983,0.00023153823],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99867725,0.000014333142,0.00030897162,0.00032303535,0.00015995461,0.00051647535],"domain_scores_gemma":[0.9991513,0.0003360514,0.000044914894,0.000363895,0.000011670881,0.000092161594],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00017230821,0.00023301017,0.00024923132,0.00014886516,0.00006120608,0.000025298868,0.000119293625,0.00013539703,0.000030375008],"category_scores_gemma":[0.000061101135,0.0002784763,0.00008812986,0.00028804457,0.000028557355,0.00009089587,0.000028124632,0.00022782905,0.00012187716],"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":[0.000039013445,0.000036116544,0.00011965986,0.00020279876,0.000057033976,0.000077486846,0.0012457614,0.66590345,0.316321,0.00008065373,0.0013864678,0.014530581],"study_design_scores_gemma":[0.0009528468,0.00004659656,0.00018556991,0.00004057757,0.000012291625,0.0000031629538,0.00022363645,0.77139133,0.2169643,0.0003896438,0.009446096,0.00034393618],"about_ca_topic_score_codex":0.000013294481,"about_ca_topic_score_gemma":0.000059459195,"teacher_disagreement_score":0.10548788,"about_ca_system_score_codex":0.00022101561,"about_ca_system_score_gemma":0.000022864555,"threshold_uncertainty_score":0.99996674},"labels":[],"label_agreement":null},{"id":"W4387252915","doi":"10.1063/5.0160174","title":"Wide edge state supercontinuum in a Floquet–Lieb topological photonic insulator","year":2023,"lang":"en","type":"article","venue":"APL Photonics","topic":"Topological Materials and Phenomena","field":"Physics and Astronomy","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Floquet theory; Photonics; Topological insulator; Supercontinuum; Physics; Photonic crystal; Optics; Topology (electrical circuits); Optoelectronics; Condensed matter physics; Quantum mechanics; Mathematics; Optical fiber; Photonic-crystal fiber; Nonlinear system","score_opus":0.013440094820532399,"score_gpt":0.2458515194793646,"score_spread":0.2324114246588322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387252915","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":[0.99151075,0.00005907515,0.000043813016,0.00029999978,0.0004706809,0.00034898368,0.00012312272,0.00015788584,0.0069856686],"genre_scores_gemma":[0.9981284,0.000042061183,0.0002490226,0.00031943267,0.000097176664,0.00011472353,0.00006323578,0.000029338918,0.0009565813],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9982015,0.00009298861,0.00042096348,0.00043845613,0.00015312807,0.00069298886],"domain_scores_gemma":[0.9992551,0.00015016248,0.00007162087,0.00034900202,0.00003007962,0.00014404273],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00033357204,0.000255617,0.00041591827,0.00009110357,0.00009984443,0.000080540296,0.00030646726,0.00009157432,0.0027493495],"category_scores_gemma":[0.000026425423,0.00021206742,0.0001250264,0.00043859988,0.00011084976,0.000117575364,0.00021734159,0.0002754134,0.0007436076],"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":[0.0007534493,0.0014818127,0.38526732,0.00015563551,0.00032417916,0.00024635295,0.005209208,0.0005832226,0.13167843,0.45862353,0.005295404,0.010381464],"study_design_scores_gemma":[0.0028285922,0.00038294386,0.15303326,0.00006025116,0.000029764553,0.0000029339596,0.0009032491,0.0017130392,0.03818768,0.72409534,0.07758778,0.0011751904],"about_ca_topic_score_codex":0.00051293045,"about_ca_topic_score_gemma":0.00005384086,"teacher_disagreement_score":0.2654718,"about_ca_system_score_codex":0.0000514514,"about_ca_system_score_gemma":0.000075379896,"threshold_uncertainty_score":0.99816227},"labels":[],"label_agreement":null},{"id":"W4387252994","doi":"10.1063/5.0159928","title":"Reinforcement learning for photonic component design","year":2023,"lang":"en","type":"article","venue":"APL Photonics","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"British Columbia Knowledge Development Fund; Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Reinforcement learning; Photonics; Grating; Bandwidth (computing); Photonic crystal; Computer science; Materials science; Silicon on insulator; Nanolithography; Optoelectronics; Silicon; Electronic engineering; Fabrication; Engineering; Telecommunications; Artificial intelligence","score_opus":0.028447291459992193,"score_gpt":0.24495755744774836,"score_spread":0.21651026598775616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387252994","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":[0.58721584,0.0022987826,0.33020586,0.0003319694,0.0036819146,0.0049333116,0.000028362178,0.008803192,0.06250079],"genre_scores_gemma":[0.99403954,0.00081618037,0.003525202,0.00012965166,0.0000333166,0.0003363025,0.00007231026,0.000073117815,0.00097440416],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987236,0.000017624378,0.00027819545,0.00021626665,0.00020018301,0.0005641218],"domain_scores_gemma":[0.9992472,0.0003231832,0.000032076892,0.00023565392,0.000037344576,0.00012452976],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003665197,0.0002016405,0.00023461416,0.00009714647,0.000139504,0.000046093974,0.00021835104,0.00010176426,0.0000999238],"category_scores_gemma":[0.000054323304,0.00020207612,0.000116710966,0.00030082962,0.00003139723,0.00009140371,0.00005397919,0.00022062036,0.0004667639],"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":[0.000031923133,0.0000138421765,0.000011309792,0.00016514755,0.00009836893,0.000009790924,0.00030596548,0.97704685,0.013940061,0.0034183818,0.0037872626,0.0011711097],"study_design_scores_gemma":[0.00044420653,0.00008903534,0.00005455552,0.000031017495,0.000022928896,0.0000024749922,0.00007164162,0.8622353,0.032128602,0.00062966015,0.10405991,0.00023068575],"about_ca_topic_score_codex":0.000007962921,"about_ca_topic_score_gemma":0.0000032245512,"teacher_disagreement_score":0.4068237,"about_ca_system_score_codex":0.000114709386,"about_ca_system_score_gemma":0.000034045454,"threshold_uncertainty_score":0.8240425},"labels":[],"label_agreement":null},{"id":"W4387910774","doi":"10.1063/5.0150991","title":"Millimetric spatial resolution time-expanded <i>ϕ</i>-OTDR","year":2023,"lang":"en","type":"article","venue":"APL Photonics","topic":"Advanced Fiber Laser Technologies","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"HORIZON EUROPE European Innovation Council; Agencia Estatal de Investigación; Natural Sciences and Engineering Research Council of Canada; European Commission; Comunidad de Madrid","keywords":"Reflectometry; Image resolution; Optical time-domain reflectometer; Dynamic range; Optics; Time domain; Computer science; Resolution (logic); Modulation (music); Spatial light modulator; Optical fiber; Fiber optic sensor; Physics; Fiber optic splitter; Acoustics","score_opus":0.00945303209932468,"score_gpt":0.2392989217883147,"score_spread":0.22984588968899,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387910774","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":[0.9592469,0.00015828105,0.017453257,0.00042566564,0.00041906475,0.0005316531,0.00015477186,0.0017951442,0.019815272],"genre_scores_gemma":[0.9941931,0.00002537482,0.00263431,0.00004933533,0.000084573396,0.00006030333,0.00018066519,0.00003658443,0.0027357833],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99892014,0.00001820744,0.00019085896,0.00029595383,0.00018168728,0.00039315902],"domain_scores_gemma":[0.9992991,0.000087018336,0.00008664075,0.00043349602,0.00004423081,0.000049521397],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001066605,0.00016093976,0.00018021466,0.0001958609,0.00013892887,0.000026986818,0.0002540917,0.000078940604,0.00025077],"category_scores_gemma":[0.000025135218,0.00016133294,0.00009206733,0.0010700275,0.00006608551,0.00011461688,0.00017468892,0.00021881737,0.0017430076],"study_design_candidate":"design_other","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":[0.00031918698,0.0010445036,0.048941907,0.000118851516,0.000896411,0.00009881847,0.001285889,0.009877522,0.12861332,0.06822533,0.19354168,0.5470366],"study_design_scores_gemma":[0.00306919,0.00034615403,0.0075007267,0.000066675355,0.00012953843,0.0000042276256,0.00068245374,0.111277744,0.41638064,0.16115054,0.2978117,0.0015804311],"about_ca_topic_score_codex":0.0001469022,"about_ca_topic_score_gemma":0.000004669933,"teacher_disagreement_score":0.5454562,"about_ca_system_score_codex":0.000041290437,"about_ca_system_score_gemma":0.000039139653,"threshold_uncertainty_score":0.9990342},"labels":[],"label_agreement":null},{"id":"W4388217838","doi":"10.1063/5.0169544","title":"Self-configuring programmable silicon photonic filter for integrated microwave photonic processors","year":2023,"lang":"en","type":"article","venue":"APL Photonics","topic":"Optical Network Technologies","field":"Engineering","cited_by":18,"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":"Huawei Technologies; Generalitat Valenciana","keywords":"Reconfigurability; Computer science; Electronic engineering; Optical filter; Filter (signal processing); Filter design; Waveguide filter; Prototype filter; Root-raised-cosine filter; Band-stop filter; Bandwidth (computing); Photonics; Signal processing; Microwave; Computer hardware; Low-pass filter; Digital signal processing; Telecommunications; Engineering; Materials science; Optoelectronics","score_opus":0.012742765603210656,"score_gpt":0.2251973178646309,"score_spread":0.21245455226142024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388217838","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":[0.9792852,0.000868983,0.00048837636,0.00012853686,0.00058733404,0.0023619647,0.000052801042,0.012130016,0.004096786],"genre_scores_gemma":[0.9567876,0.0010981894,0.03877863,0.00009919423,0.000059053546,0.001974002,0.0001752805,0.00028301514,0.0007450644],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9974062,0.000015364516,0.0004912969,0.00056727,0.00022762202,0.0012922778],"domain_scores_gemma":[0.9987909,0.0002129867,0.000070753355,0.0006549967,0.00013605329,0.00013426968],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00033347151,0.00047836633,0.00048070346,0.00026602804,0.00014804886,0.000156666,0.0006135048,0.00042523243,0.000048668884],"category_scores_gemma":[0.00012872965,0.00047157964,0.00020376102,0.0013585527,0.00010468545,0.00020886378,0.0001321706,0.0005766987,0.0003219441],"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":[0.00064047653,0.001293623,0.0011699729,0.01432835,0.004098827,0.00041112961,0.005612289,0.077243656,0.64746714,0.025750432,0.069570854,0.15241326],"study_design_scores_gemma":[0.00065676,0.00013469279,0.000018131952,0.000095585325,0.000056575784,0.000011745492,0.00023033375,0.5422681,0.33513626,0.0019230804,0.11893762,0.00053110096],"about_ca_topic_score_codex":0.000010387209,"about_ca_topic_score_gemma":0.000053491072,"teacher_disagreement_score":0.46502444,"about_ca_system_score_codex":0.00027833995,"about_ca_system_score_gemma":0.00009613317,"threshold_uncertainty_score":0.99977356},"labels":[],"label_agreement":null},{"id":"W4389627387","doi":"10.1063/5.0170974","title":"Cryogenic optical packaging using photonic wire bonds","year":2023,"lang":"en","type":"article","venue":"APL Photonics","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"British Columbia Knowledge Development Fund; Natural Sciences and Engineering Research Council of Canada; Mitacs; Canada Foundation for Innovation","keywords":"Materials science; Optoelectronics; Silicon photonics; Photonics; Resonator; Silicon; Optical fiber; Wire bonding; Chip; Optical power; Optics; Electrical engineering; Engineering; Physics","score_opus":0.01967992255469385,"score_gpt":0.24717425274183957,"score_spread":0.2274943301871457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389627387","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":[0.96753633,0.00088125886,0.00046273533,0.00006229558,0.0006070605,0.00023390178,0.0000154118,0.0015954925,0.028605504],"genre_scores_gemma":[0.996224,0.0005302458,0.0024961636,0.00020247574,0.00007048466,0.000033070453,0.000027796998,0.00011919091,0.00029656137],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99795675,0.000018284492,0.0003771678,0.00037520728,0.00035377612,0.0009188341],"domain_scores_gemma":[0.9990032,0.00013939534,0.00003274986,0.0005201796,0.000041651616,0.0002628415],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000281684,0.00032521956,0.00036195907,0.00017298736,0.00015421344,0.00009601096,0.00036205095,0.00020885034,0.00020418719],"category_scores_gemma":[0.000046595316,0.0003339568,0.0001573019,0.0009186156,0.00009987915,0.00022422452,0.00014438778,0.00044230832,0.00083271373],"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":[0.000095719355,0.00025289392,0.0018557928,0.0011923562,0.0011684312,0.0012374967,0.0021058172,0.185007,0.73522115,0.050631497,0.008771346,0.012460508],"study_design_scores_gemma":[0.00037535685,0.000031950665,0.0004228769,0.00006547085,0.00006613259,0.00004401788,0.00013839632,0.9422242,0.037642922,0.0011583582,0.017346682,0.00048361803],"about_ca_topic_score_codex":0.000017265842,"about_ca_topic_score_gemma":0.000021950049,"teacher_disagreement_score":0.7572172,"about_ca_system_score_codex":0.0001898515,"about_ca_system_score_gemma":0.000082769344,"threshold_uncertainty_score":0.9999453},"labels":[],"label_agreement":null},{"id":"W4391735046","doi":"10.1063/5.0185504","title":"Harnessing collective radiative phenomena on a photonic Kagome lattice","year":2024,"lang":"en","type":"article","venue":"APL Photonics","topic":"Nonlinear Photonic Systems","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Institute for Advanced Research","funders":"Fondo Nacional de Desarrollo Científico y Tecnológico; Comisión Nacional de Investigación Científica y Tecnológica; Deutsche Forschungsgemeinschaft; Canadian Institute for Advanced Research","keywords":"Radiative transfer; Lattice (music); Photonics; Physics; Optoelectronics; Optics; Acoustics","score_opus":0.015076506130525266,"score_gpt":0.26842826961338245,"score_spread":0.2533517634828572,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391735046","genre_codex":"other","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":[0.35721803,0.0021758296,0.0009933535,0.0004061744,0.0031566073,0.0018663129,0.000504852,0.00059823366,0.6330806],"genre_scores_gemma":[0.9851774,0.000012103782,0.00075491844,0.00029355616,0.0011881992,0.00025634124,0.00006286421,0.00012870427,0.012125898],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99781716,0.00012263209,0.00039141654,0.00071300485,0.0003627841,0.0005930181],"domain_scores_gemma":[0.9986382,0.000469094,0.00012296723,0.00052044797,0.000085310305,0.00016396817],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00037324542,0.0003883614,0.00042940045,0.00019743395,0.0002494006,0.00031376112,0.00030585547,0.00008725524,0.0011682512],"category_scores_gemma":[0.000017184928,0.0003634247,0.00024360917,0.00081929174,0.00009364459,0.00023569619,0.000086019754,0.00055838824,0.0010854196],"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":[0.0011410916,0.004574837,0.0052714753,0.001549413,0.010510182,0.00069320615,0.07805725,0.0041989284,0.033475224,0.5782191,0.05278877,0.22952051],"study_design_scores_gemma":[0.0022752518,0.00048346858,0.00022840746,0.0007483924,0.00028336918,0.000023254113,0.0027881172,0.23765472,0.05440358,0.022630863,0.67692024,0.0015603432],"about_ca_topic_score_codex":0.00028394719,"about_ca_topic_score_gemma":0.000009817097,"teacher_disagreement_score":0.6279594,"about_ca_system_score_codex":0.0006144692,"about_ca_system_score_gemma":0.0010305921,"threshold_uncertainty_score":0.99988174},"labels":[],"label_agreement":null},{"id":"W4392360407","doi":"10.1063/5.0174697","title":"Mode-locked laser with multiple timescales in a microresonator-based nested cavity","year":2024,"lang":"en","type":"article","venue":"APL Photonics","topic":"Advanced Fiber Laser Technologies","field":"Physics and Astronomy","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Huawei Technologies (Canada); Institut National de la Recherche Scientifique","funders":"Fondation Schlumberger pour l’Education et la Recherche; Natural Sciences and Engineering Research Council of Canada; Mitacs; Ministry of Science and Higher Education of the Russian Federation; Ministère de l'Économie, de la Science et de l'Innovation - Québec","keywords":"Mode (computer interface); Laser; Optics; Optoelectronics; Physics; Materials science; Computer science; Human–computer interaction","score_opus":0.005333216286738018,"score_gpt":0.23681516430137717,"score_spread":0.23148194801463914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392360407","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":[0.99438345,0.00018682788,0.003820434,0.0002395652,0.00005445146,0.0003286995,0.00013920812,0.0003656482,0.00048172494],"genre_scores_gemma":[0.99046326,0.000002028742,0.008978898,0.000061000064,0.000014035545,0.000121944155,0.00007780671,0.000046047102,0.0002349723],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989457,0.000019975136,0.00017675443,0.0003925059,0.00012982637,0.00033523294],"domain_scores_gemma":[0.9993551,0.00013837186,0.000038515103,0.00038739157,0.000033628163,0.000046990725],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000056163834,0.00022199524,0.00021436828,0.00011294974,0.000050580828,0.00005241039,0.00021178932,0.00011271767,0.000053615422],"category_scores_gemma":[0.000007076405,0.00018721833,0.000062424304,0.00043439298,0.000112386224,0.0001416624,0.00006539745,0.0005064005,0.00005409525],"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":[0.0020672148,0.003328483,0.61226654,0.00089653156,0.0009527187,0.0010979335,0.0025460836,0.055789016,0.093712546,0.062793076,0.008685896,0.15586399],"study_design_scores_gemma":[0.0025466436,0.00019804214,0.0035882748,0.00037844473,0.00006449295,0.0000039345173,0.00055985805,0.2958073,0.64755833,0.015391728,0.032927774,0.0009751606],"about_ca_topic_score_codex":0.00034723998,"about_ca_topic_score_gemma":0.0002452124,"teacher_disagreement_score":0.6086782,"about_ca_system_score_codex":0.00007445333,"about_ca_system_score_gemma":0.000133453,"threshold_uncertainty_score":0.76345426},"labels":[],"label_agreement":null},{"id":"W4392781455","doi":"10.1063/5.0209294","title":"Laser-written waveguide-integrated coherent spins in diamond","year":2024,"lang":"en","type":"preprint","venue":"APL Photonics","topic":"Diamond and Carbon-based Materials Research","field":"Materials Science","cited_by":10,"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 Calgary","funders":"H2020 Marie Skłodowska-Curie Actions; Engineering and Physical Sciences Research Council; Horizon 2020 Framework Programme; Ministero dell'Università e della Ricerca; EPSRC Centre for Doctoral Training in Additive Manufacturing; European Commission; Alexander von Humboldt-Stiftung","keywords":"Spins; Diamond; Laser; Waveguide; Optics; Physics; Materials science; Optoelectronics; Condensed matter physics","score_opus":0.019550431335275592,"score_gpt":0.28933668109671284,"score_spread":0.2697862497614373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392781455","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":[0.9762527,0.0015212721,0.000019707353,0.0003513239,0.0037266063,0.001096586,0.0009454505,0.00033812638,0.015748244],"genre_scores_gemma":[0.9941834,0.0006076909,0.00082787056,0.0002858911,0.00021089987,0.0006236237,0.00037940725,0.0001504774,0.002730745],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9955232,0.00027822112,0.00093587,0.0013487131,0.0008699444,0.0010440552],"domain_scores_gemma":[0.99799424,0.00012887304,0.00018948817,0.0012082455,0.00018892759,0.00029022942],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014298905,0.00065726915,0.00091439945,0.00039204746,0.00007403455,0.000888074,0.0012022733,0.00065569626,0.00245434],"category_scores_gemma":[0.00015496275,0.0005729303,0.0002653126,0.00040281075,0.00020944653,0.000079116886,0.0023778926,0.0013721958,0.0019884533],"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":[0.00025859138,0.0008983548,0.0003068044,0.0030544375,0.00013217323,0.0018447741,0.0008896173,0.0011619158,0.95470595,0.0021987646,0.028342096,0.0062065106],"study_design_scores_gemma":[0.0007747349,0.0001510244,0.00020069953,0.0013482587,0.00008526011,0.000012162408,0.00020466998,0.0139323585,0.933647,0.020294294,0.028216273,0.0011332992],"about_ca_topic_score_codex":0.0035064833,"about_ca_topic_score_gemma":0.0012866693,"teacher_disagreement_score":0.021058995,"about_ca_system_score_codex":0.0004413139,"about_ca_system_score_gemma":0.0013422249,"threshold_uncertainty_score":0.99967223},"labels":[],"label_agreement":null},{"id":"W4393996843","doi":"10.1063/5.0192223","title":"Prime number factorization with light beams carrying orbital angular momentum","year":2024,"lang":"en","type":"article","venue":"APL Photonics","topic":"Orbital Angular Momentum in Optics","field":"Physics and Astronomy","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"National Key Research and Development Program of China; Natural Science Foundation of Shandong Province; China Postdoctoral Science Foundation; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Angular momentum; Factorization; Physics; Prime (order theory); Total angular momentum quantum number; Angular momentum of light; Quantum electrodynamics; Angular momentum coupling; Mathematics; Classical mechanics; Combinatorics; Algorithm","score_opus":0.004065368220131823,"score_gpt":0.21973594757086662,"score_spread":0.2156705793507348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393996843","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":[0.9457218,0.00041161384,0.0135115255,0.00021497755,0.0009461374,0.00045431269,0.00008990739,0.00024903886,0.0384007],"genre_scores_gemma":[0.9946469,0.0000045517504,0.0013367194,0.000020425483,0.00023320278,0.000040113708,0.00016767952,0.00007212589,0.0034782556],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987386,0.00001723074,0.00021829527,0.00036233946,0.00030949205,0.0003540525],"domain_scores_gemma":[0.9994441,0.000026030872,0.000057232457,0.00030851824,0.000060258524,0.000103816696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000079713034,0.000243034,0.00018740601,0.00004901302,0.00011084106,0.00023809237,0.00015421386,0.00005618664,0.00073190365],"category_scores_gemma":[0.0000023536074,0.00020472641,0.00010118938,0.00031703807,0.000038390892,0.00030926365,0.00008362804,0.00023449422,0.00035060052],"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":[0.00015904765,0.0018680812,0.09734055,0.00083451933,0.004036621,0.0006486566,0.017921204,0.0011992115,0.10035867,0.741823,0.01137891,0.022431485],"study_design_scores_gemma":[0.0020320653,0.0005529611,0.0010134024,0.0008068693,0.000702662,0.00007882128,0.0031673443,0.027217038,0.5011506,0.037972618,0.42235297,0.002952655],"about_ca_topic_score_codex":0.00008992625,"about_ca_topic_score_gemma":0.0000014853232,"teacher_disagreement_score":0.70385045,"about_ca_system_score_codex":0.000096931064,"about_ca_system_score_gemma":0.00010470191,"threshold_uncertainty_score":0.8348501},"labels":[],"label_agreement":null},{"id":"W4394953005","doi":"10.1063/5.0172554","title":"Feedback enhanced phonon lasing of a microwave frequency resonator","year":2024,"lang":"en","type":"article","venue":"APL Photonics","topic":"Mechanical and Optical Resonators","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Innovates; Government of Alberta","keywords":"Lasing threshold; Resonator; Microwave; Phonon; Optoelectronics; Materials science; Microwave cavity; Physics; Condensed matter physics; Quantum mechanics","score_opus":0.007629517156470433,"score_gpt":0.24286397378580793,"score_spread":0.2352344566293375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394953005","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":[0.9198864,0.0011356047,0.014569422,0.0001427145,0.00046479824,0.0002254239,0.000055967415,0.000072977055,0.06344668],"genre_scores_gemma":[0.9933799,0.000018222083,0.005695211,0.000056148856,0.000081770464,0.000014938864,0.000013074515,0.000025350038,0.00071542006],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989496,0.00002251589,0.0002823001,0.00029093542,0.00017882607,0.00027582355],"domain_scores_gemma":[0.99940974,0.00015227024,0.000046237885,0.00022235034,0.00005152928,0.00011788371],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001265423,0.00014864204,0.0002166595,0.000040331644,0.000040386716,0.000044145003,0.00016615917,0.000064638574,0.000880241],"category_scores_gemma":[0.000018819932,0.00012618676,0.00017424571,0.0002445661,0.000050827544,0.00007566226,0.00006486095,0.00024313387,0.00017003746],"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":[0.000019313115,0.000116808595,0.0000928644,0.00010279238,0.000099299716,0.0000068420445,0.00023087887,0.0000020312411,0.33186635,0.6175171,0.0003961394,0.049549554],"study_design_scores_gemma":[0.00025325813,0.000073915806,0.000034465087,0.00019182707,0.000040788014,7.721607e-7,0.00008660364,0.0027836438,0.8336732,0.14243616,0.020205002,0.00022040273],"about_ca_topic_score_codex":0.00006299381,"about_ca_topic_score_gemma":0.0000031519698,"teacher_disagreement_score":0.5018068,"about_ca_system_score_codex":0.000029148987,"about_ca_system_score_gemma":0.00011857189,"threshold_uncertainty_score":0.96380216},"labels":[],"label_agreement":null},{"id":"W4395684279","doi":"10.1063/5.0195141","title":"Exploiting graded triangular gratings for optimal nano-focusing: A novel approach to enhance SERS efficiency","year":2024,"lang":"en","type":"article","venue":"APL Photonics","topic":"Plasmonic and Surface Plasmon Research","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":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; University of Toronto; Ontario Research Foundation; CMC Microsystems","keywords":"Nano-; Materials science; Computer science; Nanotechnology; Optics; Optoelectronics; Physics; Composite material","score_opus":0.025189504086334642,"score_gpt":0.2784313034084706,"score_spread":0.253241799322136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395684279","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":[0.8206061,0.00076933426,0.17483012,0.00010253624,0.00041165014,0.0009289476,0.00052988797,0.000592542,0.001228869],"genre_scores_gemma":[0.83218753,0.00005365959,0.16653045,0.000075516655,0.000028510838,0.0004361575,0.00017990645,0.00011037987,0.0003978788],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9980696,0.00001377433,0.0003325633,0.00047851205,0.00035502404,0.00075054227],"domain_scores_gemma":[0.99918246,0.00025992462,0.000020852962,0.0002824688,0.000058338865,0.0001959703],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005781448,0.00027102922,0.0002901871,0.0001792707,0.00015511409,0.00021977737,0.00034634568,0.00014089482,0.000010171692],"category_scores_gemma":[0.00017528351,0.00026683765,0.00015773474,0.0006496695,0.000038156624,0.00017347159,0.00006889933,0.0003388049,0.000037635557],"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":[0.00007564483,0.00017235607,0.000004135638,0.0010128354,0.00019184465,0.000021971873,0.003688439,0.385546,0.5919235,0.002985669,0.01272789,0.0016497575],"study_design_scores_gemma":[0.00025434964,0.000060525203,0.0000011201172,0.00008159332,0.000018640507,0.000013292962,0.00042579084,0.7889592,0.17916037,0.000042079893,0.030679077,0.00030397417],"about_ca_topic_score_codex":0.000025097557,"about_ca_topic_score_gemma":0.0000043564282,"teacher_disagreement_score":0.4127631,"about_ca_system_score_codex":0.00016648369,"about_ca_system_score_gemma":0.00011924174,"threshold_uncertainty_score":0.99997836},"labels":[],"label_agreement":null},{"id":"W4396771948","doi":"10.1063/5.0197018","title":"Extended short-wave infrared high-speed all-GeSn PIN photodetectors on silicon","year":2024,"lang":"en","type":"article","venue":"APL Photonics","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Life Sciences Division, Army Research Office; Army Research Office; HORIZON EUROPE Framework Programme; Air Force Office of Scientific Research; Mitacs; Canada Research Chairs; Natural Sciences and Engineering Research Council of Canada; European Commission; Canada Foundation for Innovation","keywords":"Photodetector; Silicon; Infrared; Materials science; Optoelectronics; Optics; Physics","score_opus":0.019221214888928535,"score_gpt":0.23930524067141268,"score_spread":0.22008402578248415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396771948","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":[0.9312774,0.002226419,0.00011128695,0.000072681985,0.001826871,0.00047395757,0.000085958,0.0017718344,0.062153604],"genre_scores_gemma":[0.9972179,0.0007169895,0.0003898038,0.0004613644,0.00009214088,0.000053196978,0.000058445814,0.00013184985,0.0008783176],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99801856,0.00002770118,0.00040622478,0.0005124328,0.0003846004,0.0006504966],"domain_scores_gemma":[0.99889404,0.00022480442,0.000017993987,0.00058144704,0.00003312857,0.0002486147],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00018225198,0.00042587655,0.00039013702,0.00018143609,0.000061993414,0.00017826799,0.00028450403,0.00028143384,0.0005527186],"category_scores_gemma":[0.00004267021,0.00039582813,0.00019391759,0.0003916472,0.000070883725,0.00021016104,0.00007125469,0.00065258984,0.0005322574],"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":[0.0004795954,0.0007141466,0.00004711126,0.0027675098,0.0034749787,0.0027003875,0.004085259,0.024652127,0.77388,0.10069882,0.0320657,0.054434367],"study_design_scores_gemma":[0.00036224493,0.00020888716,0.00040261168,0.00020447806,0.00010410814,0.000025631562,0.000072652416,0.5707579,0.3229427,0.0029913392,0.10120143,0.00072599034],"about_ca_topic_score_codex":0.00003941308,"about_ca_topic_score_gemma":0.00003031151,"teacher_disagreement_score":0.5461058,"about_ca_system_score_codex":0.0002485372,"about_ca_system_score_gemma":0.00005970865,"threshold_uncertainty_score":0.9998494},"labels":[],"label_agreement":null},{"id":"W4399420968","doi":"10.1063/5.0191411","title":"Spatially twisted liquid-crystal devices","year":2024,"lang":"en","type":"article","venue":"APL Photonics","topic":"Orbital Angular Momentum in Optics","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Liquid crystal; Phase (matter); Materials science; Optics; Polarimetry; Optoelectronics; Voltage; Position (finance); Degrees of freedom (physics and chemistry); Physics","score_opus":0.007198373117250354,"score_gpt":0.23979870811850615,"score_spread":0.2326003350012558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399420968","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":[0.9410785,0.0006564997,0.0016680717,0.000228608,0.0008407437,0.00020076858,0.00008807308,0.00018436485,0.055054374],"genre_scores_gemma":[0.9956619,0.0000051383263,0.0011188623,0.00010314834,0.00023833771,0.000021509055,0.00007481702,0.000039247025,0.0027370232],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990753,0.00001635646,0.00019628333,0.00025770636,0.00018632949,0.0002680064],"domain_scores_gemma":[0.99955314,0.0000491015,0.000035382654,0.00024301134,0.000038513394,0.000080839935],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007679163,0.00016463823,0.00013791327,0.000048838006,0.000062875115,0.00016777334,0.00018153625,0.00004066357,0.0010188916],"category_scores_gemma":[0.0000030684191,0.00015357483,0.00012688733,0.00018549219,0.000045546272,0.00014864762,0.00010692299,0.00018697657,0.00045042855],"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":[0.00019467056,0.0011687363,0.010126119,0.00088459475,0.002035856,0.00032154954,0.0052246046,0.0006594466,0.09058244,0.8326078,0.022029841,0.03416435],"study_design_scores_gemma":[0.00055233587,0.00046561335,0.00037266695,0.00022416824,0.00019576208,0.000012088535,0.0006201503,0.027062645,0.049934443,0.015430306,0.9041823,0.0009474978],"about_ca_topic_score_codex":0.00013675193,"about_ca_topic_score_gemma":0.00001959254,"teacher_disagreement_score":0.8821525,"about_ca_system_score_codex":0.000036419737,"about_ca_system_score_gemma":0.00011216588,"threshold_uncertainty_score":0.9998943},"labels":[],"label_agreement":null},{"id":"W4399733753","doi":"10.1063/5.0220901","title":"Guest Editorial: Special Topic on ultrafast laser fabrication enabled photonics and devices","year":2024,"lang":"en","type":"editorial","venue":"APL Photonics","topic":"Laser Material Processing Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Ultrashort pulse; Photonics; Laser; Fabrication; Nanotechnology; Materials science; Optoelectronics; Computer science; Optics; Physics; Medicine","score_opus":0.004866982004294608,"score_gpt":0.22474389905285325,"score_spread":0.21987691704855863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399733753","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005200695,0.0003907174,0.000009753912,0.000028193948,0.9875096,0.00047250357,0.00036868974,0.0018000434,0.0042198217],"genre_scores_gemma":[0.0018810095,0.0016859279,0.00044873916,0.00003416131,0.9942454,0.00015508024,0.0006477959,0.00027336436,0.0006285053],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973464,0.000040602885,0.00055960816,0.00072821835,0.0008247899,0.0005003971],"domain_scores_gemma":[0.99850357,0.00031723807,0.0001423872,0.00064234424,0.00025512165,0.00013936513],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0003578996,0.00067522156,0.0006396862,0.00021582126,0.00011563911,0.000658199,0.00052970834,0.0015561734,0.000060807368],"category_scores_gemma":[0.0003271128,0.00066854164,0.00010709578,0.0002561186,0.00007806678,0.00024298768,0.00014174997,0.0013517172,0.0001975153],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003127476,0.000026162157,9.101097e-7,0.0011384123,0.00007460843,0.000014329125,0.00013617838,0.000043548607,0.0010303694,0.000030616084,0.9973271,0.00014647182],"study_design_scores_gemma":[0.00027472503,0.00010654465,0.0000016066404,0.0005182784,0.00014285269,0.0000010835713,0.0000104094715,0.0008030275,0.031205958,0.0007303828,0.9655525,0.0006526209],"about_ca_topic_score_codex":0.00007354912,"about_ca_topic_score_gemma":0.00010423584,"teacher_disagreement_score":0.03177461,"about_ca_system_score_codex":0.00044052902,"about_ca_system_score_gemma":0.00022880752,"threshold_uncertainty_score":0.99974},"labels":[],"label_agreement":null},{"id":"W4399972368","doi":"10.1063/5.0205202","title":"Thermalization dynamics in photonic lattices of different geometries","year":2024,"lang":"en","type":"article","venue":"APL Photonics","topic":"Photonic Crystals and Applications","field":"Physics and Astronomy","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":"Institut National de la Recherche Scientifique","funders":"National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Thermalisation; Dynamics (music); Photonics; Statistical physics; Physics; Optics; Quantum mechanics; Acoustics","score_opus":0.007721595075912243,"score_gpt":0.2545995657545022,"score_spread":0.24687797067858996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399972368","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":[0.98443264,0.0005725606,0.0018480757,0.00008867522,0.000110421584,0.00026334985,0.00014775338,0.000041737243,0.01249478],"genre_scores_gemma":[0.9992769,0.00008302095,0.00009599413,0.0000135359005,0.000020594078,0.00007732098,0.00013146104,0.000022100789,0.00027911802],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991462,0.00001389041,0.00028812897,0.0002224824,0.0001341721,0.00019512554],"domain_scores_gemma":[0.999511,0.00010621937,0.00006809977,0.00024796033,0.000029816123,0.000036901176],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010775773,0.00013521969,0.00019343122,0.0001370874,0.00003906719,0.00005594488,0.00016282832,0.00004014206,0.00045725112],"category_scores_gemma":[0.0000033524104,0.000118365795,0.000092972026,0.0005310436,0.000053703046,0.00010571926,0.000055387623,0.00014179011,0.000013254313],"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":[0.000014790841,0.0004584369,0.02052676,0.00020367505,0.00013900404,0.0000027155145,0.0008418008,0.0003791786,0.016384698,0.94942325,0.00014760326,0.011478101],"study_design_scores_gemma":[0.00087847834,0.00010944014,0.006357516,0.00039548974,0.0001127823,0.0000026069545,0.0021356195,0.6921344,0.14565536,0.122724935,0.028776005,0.0007173522],"about_ca_topic_score_codex":0.0003214921,"about_ca_topic_score_gemma":0.00015633657,"teacher_disagreement_score":0.8266983,"about_ca_system_score_codex":0.00008813633,"about_ca_system_score_gemma":0.00007282821,"threshold_uncertainty_score":0.5006579},"labels":[],"label_agreement":null},{"id":"W4400207977","doi":"10.1063/5.0212455","title":"2 W monolithic fiber laser at 3.8 <i>µ</i>m","year":2024,"lang":"en","type":"article","venue":"APL Photonics","topic":"Photonic Crystal and Fiber Optics","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Fiber laser; Fiber Bragg grating; Optics; Laser; Dispersion-shifted fiber; Polarization-maintaining optical fiber; Laser power scaling; Slope efficiency; Optoelectronics; Fiber; Wavelength; Fiber optic sensor; Physics","score_opus":0.005964929530177295,"score_gpt":0.1913661847088733,"score_spread":0.185401255178696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400207977","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":[0.8992422,0.00673518,0.00011315699,0.000095321746,0.0013578818,0.00020808638,0.000093455004,0.0017494336,0.09040527],"genre_scores_gemma":[0.9854697,0.0007722395,0.00062793586,0.00015815008,0.00008486286,0.000040819566,0.00003282584,0.000106097985,0.012707374],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990793,0.0000062238187,0.00018949393,0.00021926005,0.00015588735,0.00034982452],"domain_scores_gemma":[0.9994967,0.00005632688,0.000007864574,0.00031472152,0.000015657733,0.0001087226],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008893332,0.00019128871,0.00015264438,0.00005871759,0.00005169708,0.0000742544,0.00014922943,0.00012879357,0.00086734426],"category_scores_gemma":[0.0000054258808,0.00018085809,0.000107153835,0.00022073693,0.000035969522,0.00011479158,0.0000810139,0.0002870748,0.0022902994],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013463602,0.00030881757,0.0002952499,0.0051810234,0.0020170405,0.0023620026,0.010957315,0.091452084,0.14223519,0.017229313,0.6787256,0.049101736],"study_design_scores_gemma":[0.00010599968,0.000016930191,0.000018295648,0.0000440591,0.000026099242,0.000055358836,0.0000135965865,0.15176418,0.022987107,0.0011421856,0.8235769,0.00024925882],"about_ca_topic_score_codex":0.000004784141,"about_ca_topic_score_gemma":0.000017927592,"teacher_disagreement_score":0.14485134,"about_ca_system_score_codex":0.0001838683,"about_ca_system_score_gemma":0.00002848876,"threshold_uncertainty_score":0.9984865},"labels":[],"label_agreement":null},{"id":"W4400981845","doi":"10.1063/5.0212591","title":"Low-latency passive thermal desensitization of a silicon micro-ring resonator with self-heating","year":2024,"lang":"en","type":"article","venue":"APL Photonics","topic":"Neural Networks and Reservoir Computing","field":"Computer Science","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":"Queen's University","funders":"Office of Naval Research; National Science Foundation","keywords":"Resonator; Electronic engineering; Silicon on insulator; CMOS; Materials science; Thermal; Desensitization (medicine); Computer science; Optoelectronics; Silicon; Physics; Engineering; Chemistry","score_opus":0.0058999450096844566,"score_gpt":0.20993280906407982,"score_spread":0.20403286405439536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400981845","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":[0.97801775,0.0006651791,0.019934056,0.00019944701,0.00027290185,0.00018369679,0.0000010087161,0.00027941802,0.00044654537],"genre_scores_gemma":[0.97622406,0.00003905123,0.02351709,0.000094966104,0.00006406572,0.000004654727,0.0000017602243,0.000020137695,0.000034190787],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988274,0.000050071787,0.0002375972,0.0003642881,0.00023052517,0.00029014904],"domain_scores_gemma":[0.9992791,0.00016120325,0.00008903447,0.00030676136,0.00010351462,0.000060383023],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015907588,0.00014379437,0.00016102596,0.00007562639,0.00012253004,0.00015880146,0.00034506293,0.000063350286,0.0000031580942],"category_scores_gemma":[0.000010804159,0.00010833171,0.000060816677,0.00056052546,0.000027987327,0.00027643092,0.0002190265,0.00021791994,0.000006031673],"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":[0.0000784041,0.0004087933,0.0034644678,0.0019022767,0.0005202691,0.0015213848,0.015699442,0.15295124,0.5970517,0.05175583,0.0004592824,0.17418696],"study_design_scores_gemma":[0.00014145316,0.00009014835,0.00027492977,0.00040178522,0.000010081722,0.0000438392,0.000030330722,0.8876114,0.110715136,0.00026404564,0.0002698506,0.00014703383],"about_ca_topic_score_codex":0.00003269442,"about_ca_topic_score_gemma":0.0000058940304,"teacher_disagreement_score":0.73466015,"about_ca_system_score_codex":0.000043618264,"about_ca_system_score_gemma":0.000116612624,"threshold_uncertainty_score":0.44176388},"labels":[],"label_agreement":null},{"id":"W4403730548","doi":"10.1063/5.0226065","title":"Distributed phase-matching measurement enabled dynamic temperature–strain discrimination using single chirped pulse probe","year":2024,"lang":"en","type":"article","venue":"APL Photonics","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Pulse (music); Matching (statistics); Materials science; Phase (matter); Phase matching; Strain (injury); Optics; Physics; Mathematics; Statistics; Biology; Laser","score_opus":0.023299794216942813,"score_gpt":0.263428498098413,"score_spread":0.2401287038814702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403730548","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":[0.8282462,0.0018196368,0.165904,0.00010895841,0.0011564549,0.00074583304,0.00028758467,0.0013118865,0.00041946067],"genre_scores_gemma":[0.9853411,0.000039977844,0.0140438685,0.00002186907,0.000048469956,0.000036653688,0.0002893904,0.00012910253,0.000049613463],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99825674,0.00003108709,0.00038485177,0.00039005306,0.00044855298,0.00048873917],"domain_scores_gemma":[0.9993826,0.00004800627,0.000040230367,0.0003338747,0.00008884044,0.00010645894],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00028756206,0.00033680955,0.0002648424,0.00013870429,0.00012545947,0.0002118496,0.00016247774,0.00015043671,0.000034407123],"category_scores_gemma":[0.000071553295,0.0003408108,0.00010356575,0.00044474783,0.000035033572,0.00037465544,0.000034025292,0.00043411582,0.00001741585],"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":[0.000010695395,0.00007964387,4.6417264e-7,0.0002945232,0.00009465328,0.00004627918,0.0008675807,0.06623423,0.92931426,0.00031003766,0.000039670413,0.0027079876],"study_design_scores_gemma":[0.00072435784,0.0000605441,0.000018528193,0.00047539905,0.00012482429,0.00005654017,0.00037187448,0.8891179,0.104522474,0.002147339,0.0018483864,0.0005318345],"about_ca_topic_score_codex":0.0000101310125,"about_ca_topic_score_gemma":0.000044450106,"teacher_disagreement_score":0.8247918,"about_ca_system_score_codex":0.0011566319,"about_ca_system_score_gemma":0.00006750567,"threshold_uncertainty_score":0.9999044},"labels":[],"label_agreement":null},{"id":"W4404109503","doi":"10.1063/5.0226458","title":"<i>In vivo</i> micro-Raman spectroscopy from an arbitrary-shaped region of interest under simultaneous reflectance confocal imaging guidance","year":2024,"lang":"en","type":"article","venue":"APL Photonics","topic":"Spectroscopy Techniques in Biomedical and Chemical Research","field":"Biochemistry, Genetics and Molecular Biology","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":"Vancouver Coastal Health Research Institute; University of British Columbia; Vancouver Coastal Health","funders":"Canadian Institutes of Health Research; VGH and UBC Hospital Foundation; Canadian Dermatology Foundation","keywords":"Confocal; Reflectivity; Raman spectroscopy; Optics; In vivo; Materials science; Spectroscopy; Diffuse reflectance infrared fourier transform; Remote sensing; Nuclear magnetic resonance; Chemistry; Physics; Geology; Biology; Astronomy","score_opus":0.019114206110899118,"score_gpt":0.34456002918303935,"score_spread":0.3254458230721402,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404109503","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":[0.9831458,0.0045142253,0.0081513645,0.00085065793,0.00020831624,0.00021996762,0.00006627508,0.00007002533,0.0027733743],"genre_scores_gemma":[0.9891022,0.0011634574,0.0075838165,0.0014355333,0.00017094224,0.000024015906,0.00008122427,0.000045616194,0.0003931869],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99832964,0.000052039537,0.00035775738,0.0006500681,0.00019059674,0.00041987907],"domain_scores_gemma":[0.99913746,0.000098611024,0.000055986762,0.0005110404,0.000058352744,0.00013853084],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015810448,0.0002149297,0.00023187684,0.00006424423,0.000030017885,0.00004700597,0.00048481394,0.00021927585,0.000111616],"category_scores_gemma":[0.000109682405,0.00020210326,0.00010059427,0.0002266217,0.00034550822,0.000012172882,0.00016278157,0.00040679472,0.0000064197093],"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":[0.0002142953,0.00010520088,0.000072640214,0.000045750672,0.000023881983,0.00016260521,0.000030196601,0.0000011889393,0.9947343,0.0011152326,0.0033456616,0.00014905632],"study_design_scores_gemma":[0.00024359183,0.00025522045,0.0000056746085,0.00015972767,0.000009472324,0.00003440194,0.000028046077,0.0063974587,0.9467241,0.013008552,0.032922428,0.00021130669],"about_ca_topic_score_codex":0.00012578671,"about_ca_topic_score_gemma":0.00011041675,"teacher_disagreement_score":0.04801017,"about_ca_system_score_codex":0.00009263974,"about_ca_system_score_gemma":0.00014658908,"threshold_uncertainty_score":0.8241531},"labels":[],"label_agreement":null},{"id":"W4404557209","doi":"10.1063/5.0223360","title":"Cryogenic optical-to-microwave conversion using Si photonic integrated circuit Ge photodiodes","year":2024,"lang":"en","type":"article","venue":"APL Photonics","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"British Columbia Knowledge Development Fund; Natural Sciences and Engineering Research Council of Canada; Mitacs; Canada Foundation for Innovation","keywords":"Photodiode; Optoelectronics; Microwave; Photonics; Materials science; Photonic integrated circuit; Integrated circuit; Telecommunications; Engineering","score_opus":0.019172866136235048,"score_gpt":0.23485086693095866,"score_spread":0.2156780007947236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404557209","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":[0.9535761,0.004691701,0.008362207,0.00004463247,0.0016585378,0.0006698743,0.00008533643,0.001366189,0.029545426],"genre_scores_gemma":[0.99374264,0.00081542635,0.004388995,0.00046835444,0.00006631607,0.000047180067,0.00004581826,0.00016282186,0.00026242735],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9974637,0.000032804142,0.0005399814,0.0006655909,0.00038265402,0.0009152495],"domain_scores_gemma":[0.99864703,0.0002218157,0.000029508805,0.00057659415,0.000090530295,0.00043454592],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031868182,0.00051754306,0.00051322905,0.00029288494,0.0001268335,0.00029456947,0.00047610616,0.00033430412,0.00068937347],"category_scores_gemma":[0.000058015758,0.0004980208,0.00028892924,0.0009854918,0.00012593907,0.00037325537,0.00014296347,0.000727664,0.0012235771],"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":[0.00003884828,0.00006625271,0.000025369996,0.0006514259,0.0003857823,0.00028126693,0.00064902153,0.0040280027,0.9825952,0.007617025,0.0011051841,0.0025566032],"study_design_scores_gemma":[0.00027817904,0.00006822072,0.000024637999,0.00031000405,0.00014039387,0.00008617441,0.00014908251,0.5573765,0.38876373,0.0005224078,0.05168851,0.00059213786],"about_ca_topic_score_codex":0.00007317029,"about_ca_topic_score_gemma":0.000032723256,"teacher_disagreement_score":0.5938315,"about_ca_system_score_codex":0.0006044639,"about_ca_system_score_gemma":0.00022596827,"threshold_uncertainty_score":0.99974716},"labels":[],"label_agreement":null},{"id":"W4404919374","doi":"10.1063/5.0238977","title":"High detectivity terahertz radiation sensing using frequency-noise-optimized nanomechanical resonators","year":2024,"lang":"en","type":"article","venue":"APL Photonics","topic":"Mechanical and Optical Resonators","field":"Physics and Astronomy","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Terahertz radiation; Resonator; Optoelectronics; Noise (video); Radiation; Materials science; Optics; Physics; Acoustics; Computer science","score_opus":0.011502594054297549,"score_gpt":0.2500579425791074,"score_spread":0.23855534852480986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404919374","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":[0.8968217,0.00041028656,0.09955165,0.00014405373,0.0010323995,0.00032120824,0.00004789519,0.00020746725,0.0014633848],"genre_scores_gemma":[0.9704829,0.000016411628,0.028952856,0.00009296342,0.00024970193,0.000007958981,0.000019762449,0.000055155764,0.00012227694],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981292,0.00010954316,0.00038416198,0.00055685325,0.00033326296,0.00048701753],"domain_scores_gemma":[0.9989786,0.000332782,0.000068957735,0.0003239562,0.000054979137,0.00024070288],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00036533663,0.00027820558,0.0003480866,0.0000924098,0.0002043149,0.00018229379,0.00016661451,0.00015004905,0.0006790084],"category_scores_gemma":[0.000047548005,0.000246743,0.00025713418,0.00041409282,0.00004566676,0.00021069903,0.000075702796,0.000495647,0.000102833284],"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":[0.00010388489,0.0001834525,0.000149232,0.00007426491,0.00031379616,0.00006945536,0.00018599976,0.00038497543,0.05208705,0.69101954,0.00012949324,0.25529885],"study_design_scores_gemma":[0.00083915726,0.00010554916,0.000044755463,0.00015568578,0.0001627024,0.000008538482,0.00005891285,0.6508351,0.10385852,0.22808123,0.015163989,0.00068584265],"about_ca_topic_score_codex":0.00064448453,"about_ca_topic_score_gemma":0.000007046114,"teacher_disagreement_score":0.65045017,"about_ca_system_score_codex":0.00016180822,"about_ca_system_score_gemma":0.00021646726,"threshold_uncertainty_score":0.9999985},"labels":[],"label_agreement":null},{"id":"W4407944595","doi":"10.1063/5.0239310","title":"Terahertz fiber devices","year":2025,"lang":"en","type":"article","venue":"APL Photonics","topic":"Terahertz technology and applications","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Australian Research Council; Natural Science Foundation of Tianjin City; Natural Science Foundation of Hebei Province; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Terahertz radiation; Materials science; Fiber; Optoelectronics; Composite material","score_opus":0.0033455169753952825,"score_gpt":0.21237540121976614,"score_spread":0.20902988424437086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407944595","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":[0.7935906,0.0019799038,0.0023862952,0.0012387675,0.00031374564,0.00026218581,0.000012089741,0.0020989792,0.19811745],"genre_scores_gemma":[0.99359846,0.00007288822,0.0026265287,0.00037488397,0.000007663735,0.00007909204,0.000005833949,0.000011562961,0.0032230837],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996641,0.0000026107145,0.00009014985,0.0000930033,0.000027683718,0.00012244591],"domain_scores_gemma":[0.9996977,0.000025347845,0.0000071568256,0.00024433908,0.000010647667,0.000014841093],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000024912384,0.00007204379,0.00006988021,0.00004876248,0.000050935865,0.000013163834,0.00015485748,0.00009669547,0.00017198082],"category_scores_gemma":[0.000003503659,0.00007335225,0.000025879028,0.00018856046,0.000025038647,0.00003827449,0.00002388153,0.00013020726,0.00026553648],"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":[0.0000068076756,0.000105556384,0.0030595975,0.00016595448,0.0002721939,0.000008281178,0.00024044549,0.0006739829,0.014229546,0.09414715,0.14179696,0.7452935],"study_design_scores_gemma":[0.00008142534,0.000002651253,0.0011104462,0.0000115122575,0.0000095218675,0.0000012795754,0.000011782182,0.0058029136,0.016761675,0.003299465,0.9728328,0.000074501484],"about_ca_topic_score_codex":0.0000046101677,"about_ca_topic_score_gemma":0.000021753583,"teacher_disagreement_score":0.83103585,"about_ca_system_score_codex":0.000022178585,"about_ca_system_score_gemma":0.000009267157,"threshold_uncertainty_score":0.34130228},"labels":[],"label_agreement":null},{"id":"W4409489595","doi":"10.1063/5.0252893","title":"Efficient generation and extreme compression of multidimensional solitary states in molecular gas-filled hollow-core fibers driven by picosecond Yb lasers","year":2025,"lang":"en","type":"article","venue":"APL Photonics","topic":"Laser-Matter Interactions and Applications","field":"Physics and Astronomy","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":"MPB Technologies & Communications (Canada); University of Ottawa; Joint Attosecond Science Laboratory; Institut National de la Recherche Scientifique","funders":"Air Force Office of Scientific Research; Basic Energy Sciences; Canada Foundation for Innovation; National Research Council Canada; PROMPT Maternity Foundation; Fusion Energy Sciences; U.S. Department of Energy","keywords":"Picosecond; Materials science; Core (optical fiber); Laser; Compression (physics); Optoelectronics; Ytterbium; Optics; Physics; Composite material","score_opus":0.010324104010501245,"score_gpt":0.25153765800647404,"score_spread":0.2412135539959728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409489595","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":[0.99613994,0.000087186556,0.002593787,0.00019950826,0.00006268424,0.00025772434,0.00018392736,0.00000847748,0.0004667875],"genre_scores_gemma":[0.9968788,0.000008189445,0.002300951,0.00014156876,0.0000066672915,0.000060320846,0.00041886498,0.000008582978,0.00017602529],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993095,0.000022422751,0.0002375517,0.00021739017,0.0000838472,0.00012927987],"domain_scores_gemma":[0.9996006,0.00005739154,0.00007669653,0.00017813798,0.00004844866,0.00003874065],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000048842172,0.00011069346,0.00014854036,0.00006707921,0.00007899292,0.000014301768,0.00006431908,0.000029812823,0.00014314476],"category_scores_gemma":[0.0000018735898,0.00010503765,0.000050378392,0.00011461522,0.000042103315,0.00003529511,0.00005747788,0.00010476922,0.0000040024124],"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":[0.00003266664,0.00072962913,0.0074567795,0.0000321241,0.00010181926,0.0000017061589,0.0004194149,0.0486343,0.9268569,0.004346454,0.009898122,0.001490121],"study_design_scores_gemma":[0.0014003904,0.000028531595,0.0010933178,0.000101288264,0.000037266036,4.371172e-7,0.0005159274,0.70997316,0.28131703,0.000906415,0.004435128,0.00019113504],"about_ca_topic_score_codex":0.00036608806,"about_ca_topic_score_gemma":0.000026071119,"teacher_disagreement_score":0.6613388,"about_ca_system_score_codex":0.000026403259,"about_ca_system_score_gemma":0.000036072965,"threshold_uncertainty_score":0.42833114},"labels":[],"label_agreement":null},{"id":"W4410091008","doi":"10.1063/5.0260286","title":"Integrated microwave photonics true-time delay signal processor","year":2025,"lang":"en","type":"article","venue":"APL Photonics","topic":"Advanced Photonic Communication Systems","field":"Engineering","cited_by":4,"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":"Huawei Technologies; Generalitat Valenciana","keywords":"Microwave; Photonics; True time delay; SIGNAL (programming language); Signal processing; Computer science; Electronic engineering; Telecommunications; Optoelectronics; Physics; Engineering; Radar","score_opus":0.006773000140535784,"score_gpt":0.2245336956810913,"score_spread":0.21776069554055552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410091008","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":[0.63959986,0.017783059,0.096703224,0.00042653352,0.0020508461,0.004085444,0.0002979769,0.0054126675,0.23364037],"genre_scores_gemma":[0.97316253,0.0005609189,0.020557893,0.0003897281,0.00001786182,0.00035906187,0.00013532155,0.00013315982,0.0046835155],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99801105,0.00006943987,0.0007032398,0.0004075975,0.00025139918,0.00055726606],"domain_scores_gemma":[0.9980756,0.00023795896,0.00011123075,0.0012085978,0.00023843869,0.00012819783],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00032477596,0.00042515234,0.00051405723,0.00022963223,0.00015897542,0.00009263016,0.00091571885,0.00026883517,0.0002820432],"category_scores_gemma":[0.000066118795,0.00044605666,0.00015629682,0.0010428332,0.00010137668,0.00021402333,0.0001651866,0.00068509445,0.0003369973],"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":[0.00029575513,0.00051949645,0.00023807208,0.0012952138,0.0015158658,0.00007288242,0.0036676752,0.06134195,0.84796256,0.0100730695,0.034029074,0.03898837],"study_design_scores_gemma":[0.00079281226,0.000030832725,0.000014562526,0.00020537422,0.000051951938,0.000029613047,0.0002014292,0.45664707,0.1666096,0.0015257419,0.37339723,0.0004937814],"about_ca_topic_score_codex":0.000028817696,"about_ca_topic_score_gemma":0.000068240435,"teacher_disagreement_score":0.681353,"about_ca_system_score_codex":0.00049923797,"about_ca_system_score_gemma":0.0002932071,"threshold_uncertainty_score":0.99979913},"labels":[],"label_agreement":null},{"id":"W4410595730","doi":"10.1063/5.0253737","title":"Optical frequency-dependent opposite effective acoustic velocity dispersion in stimulated Brillouin scattering","year":2025,"lang":"en","type":"article","venue":"APL Photonics","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Brillouin scattering; Dispersion (optics); Physics; Acoustic dispersion; Acoustics; Scattering; Optics; Group velocity; Acoustic wave; Materials science; Optical fiber","score_opus":0.004843635526167168,"score_gpt":0.2296989845375722,"score_spread":0.22485534901140503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410595730","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":[0.97941864,0.0003666284,0.015975617,0.00004085631,0.00051123,0.0005546543,0.000010023409,0.00032384493,0.002798504],"genre_scores_gemma":[0.9942342,0.00008086955,0.005414186,0.000080924074,0.000013475284,0.00004012125,0.000010671926,0.000045919853,0.0000796224],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99871844,0.000028284605,0.00029798623,0.00034096552,0.00017638589,0.00043791282],"domain_scores_gemma":[0.9992669,0.00024156587,0.000022939674,0.00034341373,0.000038333797,0.000086844666],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013525029,0.0002524279,0.00030284497,0.00017653078,0.000056116372,0.00003228303,0.00019232149,0.00018320084,0.00002443577],"category_scores_gemma":[0.000101613005,0.00028098212,0.00006452862,0.00042246995,0.000059549257,0.00013367357,0.00009362565,0.00046761835,0.00005196147],"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":[0.000044661363,0.00005743922,0.001440795,0.00017489977,0.00009559009,0.00011959208,0.00034324167,0.72758263,0.2620795,0.00032933432,0.000038928996,0.007693371],"study_design_scores_gemma":[0.0012188735,0.00004862095,0.014009183,0.00031057358,0.00005896559,0.000015906448,0.00008663461,0.91650987,0.06648756,0.000693137,0.00011572085,0.00044497347],"about_ca_topic_score_codex":0.00005771956,"about_ca_topic_score_gemma":0.000089370005,"teacher_disagreement_score":0.19559194,"about_ca_system_score_codex":0.0006664593,"about_ca_system_score_gemma":0.000026512016,"threshold_uncertainty_score":0.99996424},"labels":[],"label_agreement":null},{"id":"W4412909009","doi":"10.1063/5.0275429","title":"Polarization-resolved terahertz time-domain imaging enabled by single pixel imaging","year":2025,"lang":"en","type":"article","venue":"APL Photonics","topic":"Terahertz technology and applications","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Northern British Columbia; Okanagan University College; University of British Columbia, Okanagan Campus","funders":"British Columbia Knowledge Development Fund; Natural Sciences and Engineering Research Council of Canada","keywords":"Terahertz radiation; Optics; Polarization (electrochemistry); Pixel; Time domain; Terahertz metamaterials; Materials science; Physics; Optoelectronics; Computer science; Computer vision; Far-infrared laser; Chemistry","score_opus":0.0025394722785476256,"score_gpt":0.1921420805079128,"score_spread":0.18960260822936517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412909009","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":[0.48138207,0.008578181,0.41886333,0.0060581244,0.0008347859,0.0013948409,0.00015240822,0.0069380817,0.075798176],"genre_scores_gemma":[0.9878971,0.00003439374,0.008204136,0.00094372506,0.000018985842,0.00012121314,0.00012651863,0.00006495741,0.0025889503],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99902207,0.000015605836,0.00025732385,0.00026627924,0.000084002284,0.00035471277],"domain_scores_gemma":[0.9993563,0.000067318775,0.000034256893,0.0004570701,0.000038873248,0.000046139176],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009630664,0.00021403731,0.00018523146,0.00014415849,0.00019650126,0.00007574526,0.00031532726,0.000099154524,0.00010719671],"category_scores_gemma":[0.000023984252,0.00023107711,0.00006084428,0.0004570916,0.00007411905,0.00016088535,0.00007006179,0.00026619987,0.00011136655],"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":[0.0000037706839,0.00007563093,0.0015355607,0.0000240576,0.000051616855,0.0000031413483,0.00010356189,0.00006408893,0.931053,0.0026629802,0.026092133,0.038330454],"study_design_scores_gemma":[0.00046919455,0.000004426315,0.00014346464,0.000041482588,0.000030742936,0.000006533061,0.00007069788,0.09924414,0.09893254,0.006084959,0.7946756,0.00029625252],"about_ca_topic_score_codex":0.000018978375,"about_ca_topic_score_gemma":0.0000059391828,"teacher_disagreement_score":0.8321205,"about_ca_system_score_codex":0.00012432777,"about_ca_system_score_gemma":0.000027610595,"threshold_uncertainty_score":0.94230515},"labels":[],"label_agreement":null},{"id":"W4413076617","doi":"10.1063/5.0273288","title":"Replica symmetry breaking dynamics in high-order optical mode multi-Stokes coherent random fiber laser","year":2025,"lang":"en","type":"article","venue":"APL Photonics","topic":"Random lasers and scattering media","field":"Physics and Astronomy","cited_by":4,"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":"Higher Education Discipline Innovation Project; National Natural Science Foundation of China","keywords":"Rayleigh scattering; Physics; Symmetry breaking; Fiber laser; Random laser; Laser; Statistical physics; Optical fiber; Photonics; Optics; Quantum mechanics; Lasing threshold","score_opus":0.006054169266405388,"score_gpt":0.2549451189506117,"score_spread":0.24889094968420633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413076617","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":[0.9733521,0.00006951332,0.012265716,0.00040573487,0.00039704068,0.00047445137,0.00006261003,0.00004857667,0.012924306],"genre_scores_gemma":[0.99166656,0.000010846181,0.0052244435,0.00020027223,0.000050797094,0.00012220483,0.00010757503,0.000028681574,0.0025886425],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99858916,0.000051755662,0.00039019893,0.0004088163,0.00015504785,0.0004050246],"domain_scores_gemma":[0.9990787,0.00022893645,0.000077240446,0.00046845546,0.000058179936,0.00008846883],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021036727,0.00023765187,0.00042701804,0.000105913474,0.00009376252,0.000074242664,0.00023260883,0.000096444135,0.0002450081],"category_scores_gemma":[0.000024870567,0.00021783824,0.00013590945,0.0002938354,0.00006633315,0.000085121326,0.00011900609,0.00036626644,0.00004704378],"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":[0.005039235,0.008408003,0.30350375,0.0008833129,0.0029307953,0.00023797067,0.0024235155,0.07557656,0.0053080167,0.28656518,0.020570338,0.28855333],"study_design_scores_gemma":[0.036114797,0.000090223795,0.005922451,0.00050356117,0.00024446816,0.0000032487217,0.00074103894,0.9124265,0.016349891,0.008591288,0.017812675,0.0011998871],"about_ca_topic_score_codex":0.0010656248,"about_ca_topic_score_gemma":0.00029653436,"teacher_disagreement_score":0.8368499,"about_ca_system_score_codex":0.00012927939,"about_ca_system_score_gemma":0.00009661437,"threshold_uncertainty_score":0.88831854},"labels":[],"label_agreement":null},{"id":"W4413758105","doi":"10.1063/5.0278034","title":"Gigawatt level, 10 fs high efficiency visible pulse generation","year":2025,"lang":"en","type":"article","venue":"APL Photonics","topic":"Laser-Matter Interactions and Applications","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":"National Research Council Canada; Max Planck - University of Ottawa Centre for Extreme and Quantum Photonics; Concordia University; Institut National de la Recherche Scientifique; Hydro-Québec","funders":"","keywords":"Pulse (music); Materials science; Optoelectronics; Optics; Physics","score_opus":0.01818454704224554,"score_gpt":0.2803651053788376,"score_spread":0.26218055833659204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413758105","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":[0.8680496,0.000030784584,0.064127736,0.0015880396,0.0005277725,0.0003799137,0.00017528776,0.000073052805,0.0650478],"genre_scores_gemma":[0.9764174,0.0000029461758,0.001384857,0.00035190358,0.00012127205,0.00014718022,0.00016947607,0.0000116985275,0.02139326],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992426,0.000015378395,0.00021281709,0.0002517657,0.00008918156,0.00018824651],"domain_scores_gemma":[0.99939334,0.000035486977,0.00006221232,0.00037681733,0.0000904828,0.000041644384],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000064854445,0.00012185142,0.0001163058,0.00006378903,0.00026639746,0.00011780398,0.00017519345,0.00003387886,0.0033363253],"category_scores_gemma":[0.0000030381686,0.0001162265,0.00007450252,0.000288496,0.000025837155,0.00013079352,0.000054994314,0.00012495567,0.0005523783],"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":[0.000021134365,0.0018058112,0.0023899619,0.00003757637,0.00025767967,0.0000016598477,0.00029138508,0.0031087722,0.111940466,0.5637889,0.26939547,0.046961162],"study_design_scores_gemma":[0.0008628194,0.000055087752,0.0018647194,0.00004064881,0.0000957059,0.0000010781077,0.0001788855,0.037345227,0.28375772,0.0136002125,0.66175765,0.00044027367],"about_ca_topic_score_codex":0.0005957958,"about_ca_topic_score_gemma":0.000027937385,"teacher_disagreement_score":0.5501887,"about_ca_system_score_codex":0.00003881678,"about_ca_system_score_gemma":0.00009261247,"threshold_uncertainty_score":0.99757475},"labels":[],"label_agreement":null},{"id":"W4413812331","doi":"10.1063/5.0252956","title":"Modulation properties and nonlinear dynamics induced by optical feedback in distributed-feedback quantum cascade lasers","year":2025,"lang":"en","type":"article","venue":"APL Photonics","topic":"Spectroscopy and Laser Applications","field":"Chemistry","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":"European Office of Aerospace Research and Development; Direction Générale de l’Armement","keywords":"Cascade; Modulation (music); Laser; Nonlinear system; Dynamics (music); Quantum; Nonlinear optical; Physics; Computer science; Optoelectronics; Control theory (sociology); Optics; Quantum mechanics; Engineering; Control (management); Acoustics","score_opus":0.01235518848238225,"score_gpt":0.24795608414145395,"score_spread":0.2356008956590717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413812331","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":[0.9948796,0.00022969527,0.00044812477,0.0009396791,0.000042826894,0.00018931672,0.00018970398,0.00008333597,0.0029977115],"genre_scores_gemma":[0.998324,0.00014079842,0.000364035,0.00012711762,0.000015541842,0.000082225175,0.0005307109,0.00002053525,0.0003950738],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988686,0.000012643169,0.00030911618,0.00037248363,0.00013837645,0.00029879407],"domain_scores_gemma":[0.99940675,0.00006389369,0.00005867312,0.00034580388,0.00004537034,0.000079502155],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000088075394,0.00019127414,0.00021384409,0.00004964927,0.00011310979,0.000067945584,0.00018127414,0.0002430432,0.00004279452],"category_scores_gemma":[0.000065354565,0.00019167727,0.000041667783,0.00030302457,0.000098508266,0.000107498636,0.00008859603,0.00038711747,0.000011922457],"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":[0.000407561,0.001055477,0.008872788,0.0007484284,0.00017286676,0.000010620467,0.0005568045,0.0015580454,0.95775366,0.023620643,0.0025268677,0.002716257],"study_design_scores_gemma":[0.0008165449,0.000020659001,0.0011839313,0.000088604975,0.000034663793,0.0000032781168,0.00053045334,0.72620314,0.2664997,0.0009594223,0.0034064827,0.00025313557],"about_ca_topic_score_codex":0.00029106764,"about_ca_topic_score_gemma":0.00039910228,"teacher_disagreement_score":0.7246451,"about_ca_system_score_codex":0.00028728365,"about_ca_system_score_gemma":0.0001077675,"threshold_uncertainty_score":0.78163725},"labels":[],"label_agreement":null},{"id":"W4415150714","doi":"10.1063/5.0283179","title":"Inverse design of photonic integrated devices: Optimization and machine learning","year":2025,"lang":"en","type":"article","venue":"APL Photonics","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"HORIZON EUROPE European Research Council; National Research Council Canada; European Commission","keywords":"Photonics; Context (archaeology); Inverse; Engineering design process; Mode (computer interface); Iterative design; Integrated design; Inverse problem","score_opus":0.012892355751668303,"score_gpt":0.2117297869639745,"score_spread":0.19883743121230618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415150714","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":[0.33325613,0.012298876,0.61987615,0.000099730474,0.00063458236,0.0011946722,0.0000385761,0.0010425189,0.031558767],"genre_scores_gemma":[0.9590349,0.002905055,0.037562646,0.00016271547,0.0000038134406,0.000024822906,0.000033013126,0.000030831674,0.00024216186],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99922454,0.000041089188,0.0002655672,0.00017213711,0.00009426706,0.00020239656],"domain_scores_gemma":[0.999531,0.00015083152,0.00004279487,0.00015906528,0.00005874067,0.000057571815],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019600899,0.00016731763,0.0002471858,0.00012658595,0.000054973058,0.000027497703,0.0001337831,0.00011920723,0.00008901023],"category_scores_gemma":[0.00006791929,0.00015831015,0.00003707607,0.00041457318,0.00006605941,0.00012137249,0.000046209174,0.00026188334,0.000005771631],"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":[0.000029742165,0.000027328872,0.0003967885,0.00027421635,0.0001171489,0.000003606239,0.00020356223,0.9914236,0.00483375,0.0015126185,0.00008866549,0.0010889503],"study_design_scores_gemma":[0.00038300297,0.000038715367,0.000042356613,0.00010953761,0.000051661806,0.0000021138114,0.000104474835,0.9741554,0.019284014,0.0001635581,0.0055265804,0.00013854534],"about_ca_topic_score_codex":0.00006978123,"about_ca_topic_score_gemma":0.000049830436,"teacher_disagreement_score":0.6257788,"about_ca_system_score_codex":0.000057981044,"about_ca_system_score_gemma":0.000059203434,"threshold_uncertainty_score":0.6455701},"labels":[],"label_agreement":null},{"id":"W4415367398","doi":"10.1063/5.0280462","title":"Waveguide-plasmon polariton quasiparticles with exceptional point characteristics","year":2025,"lang":"en","type":"article","venue":"APL Photonics","topic":"Advanced Fiber Laser Technologies","field":"Physics and Astronomy","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":"University of Toronto","funders":"","keywords":"Plasmon; Dissipative system; Waveguide; Quasiparticle; Coupling (piping); Photonics; Point (geometry); Modal","score_opus":0.003599531867362409,"score_gpt":0.22870839146408367,"score_spread":0.22510885959672125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415367398","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":[0.96807086,0.00004187813,0.022905348,0.00070624513,0.00013444824,0.00021823042,0.00008473154,0.00028551955,0.007552705],"genre_scores_gemma":[0.9891491,0.000006617507,0.009965141,0.00015540326,0.000030544532,0.000049351765,0.000064749736,0.000018645127,0.000560439],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99904585,0.000013873346,0.00023216869,0.00027508812,0.00013689743,0.00029615327],"domain_scores_gemma":[0.99933124,0.00006327045,0.000094193754,0.000389161,0.000080631144,0.000041490628],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006731047,0.00018119204,0.00020149694,0.00006876956,0.00013104951,0.000049322403,0.00020669377,0.00006131954,0.00010048786],"category_scores_gemma":[0.000012137807,0.00015901864,0.000055765082,0.00022032365,0.00012281099,0.00015469396,0.000105588115,0.00024972155,0.000048420745],"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":[0.00021569442,0.00062781206,0.21210591,0.000062301384,0.00035889627,0.000017648792,0.00025296307,0.00014581603,0.028490093,0.7227725,0.0040809796,0.03086942],"study_design_scores_gemma":[0.0027429513,0.0003563893,0.04242862,0.00029559454,0.00021049984,0.0000083036275,0.0018526684,0.014802026,0.67212397,0.18649553,0.07743231,0.001251122],"about_ca_topic_score_codex":0.00005674407,"about_ca_topic_score_gemma":0.000008263018,"teacher_disagreement_score":0.6436339,"about_ca_system_score_codex":0.000051614665,"about_ca_system_score_gemma":0.0000882159,"threshold_uncertainty_score":0.64845926},"labels":[],"label_agreement":null},{"id":"W4417046124","doi":"10.1063/5.0298601","title":"Fiber guided mode dispersion spectroscopy via control of spatial dimensions","year":2025,"lang":"en","type":"article","venue":"APL Photonics","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":"National Natural Science Foundation of China","keywords":"Grating; Dispersion (optics); Single-mode optical fiber; Polarization mode dispersion; Mode volume; Dispersion-shifted fiber; Mode scrambler; Polarization (electrochemistry); Fiber Bragg grating; Azimuth","score_opus":0.0052007869461158955,"score_gpt":0.24068857461111104,"score_spread":0.23548778766499515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417046124","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":[0.6124595,0.0006265893,0.37286326,0.00011883359,0.00077867386,0.00050635665,0.000048697053,0.00033148093,0.012266627],"genre_scores_gemma":[0.9765001,0.000091300004,0.02282079,0.000098014076,0.000020219592,0.000012622098,0.000010234511,0.00003444409,0.0004122568],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999139,0.00001289374,0.00027957623,0.0001776558,0.00013592945,0.0002549325],"domain_scores_gemma":[0.9993537,0.00010453782,0.000036679005,0.00040140006,0.000050113005,0.00005354536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000046214267,0.00016362932,0.00026501,0.00008198758,0.000042032123,0.00000634436,0.00013193271,0.000098083954,0.00014951949],"category_scores_gemma":[0.000036760026,0.00016681515,0.00008779939,0.00016266336,0.00004755643,0.00005647186,0.00003263725,0.00016547869,0.00004832876],"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":[0.00006335254,0.00006279164,0.00020358717,0.00008051296,0.00016999306,0.0000088740335,0.00018137744,0.33893922,0.65393764,0.0013972302,0.003339037,0.0016164099],"study_design_scores_gemma":[0.0008884238,0.000028471772,0.00010304305,0.00004667085,0.000058752783,0.0000023862228,0.000020134226,0.6868471,0.30393907,0.0014176525,0.006483986,0.00016434344],"about_ca_topic_score_codex":0.0000875799,"about_ca_topic_score_gemma":0.000026174032,"teacher_disagreement_score":0.36404064,"about_ca_system_score_codex":0.00009090959,"about_ca_system_score_gemma":0.000023899827,"threshold_uncertainty_score":0.68025243},"labels":[],"label_agreement":null},{"id":"W7082966808","doi":"10.1063/5.0284201","title":"High-performance dual-polarization mode-order converter in thin-film lithium niobate","year":2025,"lang":"en","type":"article","venue":"APL Photonics","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Key Research and Development Program of China; State Key Laboratory of Advanced Optical Communication Systems and Networks; Wuhan National Laboratory for Optoelectronics; National Natural Science Foundation of China; College of Family Physicians of Canada","keywords":"Lithium niobate; Insertion loss; Photonic integrated circuit; Fabrication; Photonics; Converters; Multiplexing; Crosstalk; Electronic circuit","score_opus":0.006591140700499804,"score_gpt":0.2139943439893201,"score_spread":0.2074032032888203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7082966808","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":[0.7527825,0.00020818542,0.18609273,0.006809584,0.0014067593,0.00038794297,0.0000049742484,0.0003112633,0.051996015],"genre_scores_gemma":[0.9798319,0.000051068506,0.008424662,0.0015310787,0.000013025244,0.000022345963,0.000012387437,0.0000028214506,0.010110737],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988628,0.000036928086,0.00025825304,0.00038197555,0.00015120309,0.00030883288],"domain_scores_gemma":[0.9991645,0.000050098603,0.00006993201,0.00054661825,0.00013177269,0.0000370553],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026375474,0.0001477834,0.00016930568,0.00008274952,0.000102327365,0.000081840604,0.00050485396,0.00014235747,0.000034226658],"category_scores_gemma":[0.00007312679,0.00014345693,0.000027182787,0.0006991378,0.000039474624,0.00034570054,0.00023225111,0.00025400738,0.000042791897],"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":[0.00013249561,0.0008743008,0.0450691,0.0011788753,0.00019989924,0.0001296331,0.00728037,0.20004809,0.069187686,0.6402141,0.014161487,0.021523986],"study_design_scores_gemma":[0.00041851978,0.000020399937,0.002539389,0.00005984051,0.0000041292133,0.0000053172603,0.000018449515,0.9107868,0.05407753,0.011988525,0.019899677,0.00018140423],"about_ca_topic_score_codex":0.00009738636,"about_ca_topic_score_gemma":0.000016992177,"teacher_disagreement_score":0.7107387,"about_ca_system_score_codex":0.000044863667,"about_ca_system_score_gemma":0.00014109441,"threshold_uncertainty_score":0.58500034},"labels":[],"label_agreement":null},{"id":"W7117655405","doi":"10.1063/5.0288904","title":"Stimulated Brillouin scattering spectral profiles and gain coefficients for laser fusion optical drivers","year":2025,"lang":"en","type":"article","venue":"APL Photonics","topic":"Laser-Plasma Interactions and Diagnostics","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":"University of Alberta","funders":"","keywords":"Brillouin scattering; Laser; Spectral line; Inertial confinement fusion; Brillouin zone; Coupling (piping); Ultraviolet; Raman scattering; Range (aeronautics)","score_opus":0.007624435373607007,"score_gpt":0.25939427562024603,"score_spread":0.251769840246639,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117655405","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":[0.98322344,0.0000052294245,0.011481572,0.00015844058,0.00032721923,0.00038930573,0.000105059764,0.000030111038,0.00427964],"genre_scores_gemma":[0.9959561,0.0000049510077,0.0027163194,0.00009123416,0.00003467124,0.00003367847,0.00008732351,0.000012533784,0.0010631725],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993081,0.000009272879,0.0001598293,0.00022564508,0.00006893711,0.00022818046],"domain_scores_gemma":[0.9994813,0.00021827825,0.00003854819,0.00013807708,0.0000608857,0.00006289831],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000056124514,0.00012542994,0.00013989223,0.000057170968,0.0001628382,0.00007896474,0.00007471875,0.000041935335,0.00018216991],"category_scores_gemma":[0.000022777902,0.00012034291,0.00006324196,0.00010670859,0.00005054672,0.00006670791,0.00007063683,0.00010282127,0.000029841258],"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":[0.0015016693,0.005663196,0.32321796,0.00086884,0.0017345658,0.00005463475,0.0018418288,0.12918907,0.1271155,0.2617429,0.07036978,0.07670007],"study_design_scores_gemma":[0.005196617,0.0003292614,0.007312724,0.00045110658,0.0002908722,0.0000036747597,0.001088541,0.4282875,0.48328426,0.0052323733,0.067745365,0.00077767775],"about_ca_topic_score_codex":0.00008582892,"about_ca_topic_score_gemma":0.0000068665618,"teacher_disagreement_score":0.35616878,"about_ca_system_score_codex":0.000031651613,"about_ca_system_score_gemma":0.000046199577,"threshold_uncertainty_score":0.49074417},"labels":[],"label_agreement":null}]}