{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":27,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":27,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"1623e978f92c","filters":{"venue":"Frontiers in Optics + Laser Science 2022 (FIO, LS)"}},"results":[{"id":"W4320147679","doi":"10.1364/fio.2022.jw5a.80","title":"Enhancing Data Security in Optical Fiber Communication Through Dual Layer Encryption with Randomized Phases","year":2022,"lang":"en","type":"article","venue":"Frontiers in Optics + Laser Science 2022 (FIO, LS)","topic":"graph theory and CDMA systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Quantropi (Canada); McGill University","funders":"","keywords":"Encryption; Computer science; Physical layer; Dual layer; Modulation (music); Transmission (telecommunications); Optical fiber; Quadrature amplitude modulation; Fiber; Layer (electronics); Computer network; Materials science; Telecommunications; Bit error rate; Physics; Wireless; Channel (broadcasting); Nanotechnology; Composite material","authors":[{"name":"Kh Arif Shahriar","is_ca":true},{"name":"Mostafa Khalil","is_ca":true},{"name":"Adrian Chan","is_ca":true},{"name":"Lawrence R. Chen","is_ca":true},{"name":"Randy Kuang","is_ca":true},{"name":"David V. Plant","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01340881990779797,"gpt":0.2436659307752071,"spread":0.2302571108674091,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005826515,0.0003165181,0.0001900069,0.0002670127,0.0002971075,0.000534921,0.0003999587,0.0004646409,0.001120139],"category_scores_gemma":[0.001112394,0.0001686576,0.0001851352,0.0002388246,0.0009329599,0.001098774,0.0007412244,0.0005077466,0.0002254711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003234519,"about_ca_system_score_gemma":0.0003283372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001320189,"about_ca_topic_score_gemma":0.0001928618,"domain_scores_codex":[0.999572,0.0001263104,0.00002219059,0.00004575718,0.0001512054,0.00008259174],"domain_scores_gemma":[0.9990444,0.0004748191,0.0002053664,0.0001725361,0.00006609629,0.00003680676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004185884,0.0002394393,0.001198538,0.0001203667,0.00002356048,0.0002798937,0.0001430206,0.01008123,0.9071157,0.05980426,0.0002844812,0.02029091],"study_design_scores_gemma":[0.000114126,0.0004813037,0.000703742,0.00002196043,0.00002227706,0.0004198494,0.00004644449,0.125422,0.8583379,0.01225289,0.002132724,0.00004464172],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8227122,0.0001820496,0.1697599,0.0005266969,0.00005637859,0.00009391196,0.000058687,0.0002905293,0.006319655],"genre_scores_gemma":[0.9563834,0.00007407348,0.04288239,0.00004302899,0.00000875451,0.00002115241,0.00001141516,0.000012749,0.0005630975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001120139,"threshold_uncertainty_score":0.003747284,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4315562925","doi":"10.1364/fio.2022.fm3b.5","title":"Efficient Quantum State Tomography Using Collective Measurements","year":2022,"lang":"en","type":"article","venue":"Frontiers in Optics + Laser Science 2022 (FIO, LS)","topic":"Quantum Mechanics and Applications","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada; University of Ottawa","funders":"","keywords":"Photon; Tomography; Quantum tomography; Polarization (electrochemistry); Physics; Quantum; Quantum state; Quantum optics; Computer science; Quantum mechanics; Statistical physics; Optics; Chemistry","authors":[{"name":"Arman Mansouri","is_ca":true},{"name":"Raphael A. Abrahao","is_ca":true},{"name":"Jeff S. Lundeen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02109765484648002,"gpt":0.2579800069167332,"spread":0.2368823520702532,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001301414,0.0004912335,0.0006683716,0.0005218384,0.0007817529,0.001084524,0.001096846,0.001097059,0.001923085],"category_scores_gemma":[0.002769297,0.0002825347,0.0005619593,0.0006143437,0.001986374,0.002526984,0.002917537,0.001374986,0.0003001352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003939564,"about_ca_system_score_gemma":0.00054383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002286091,"about_ca_topic_score_gemma":0.0002897619,"domain_scores_codex":[0.9989288,0.0003976798,0.00003342152,0.0001725112,0.000328566,0.0001389533],"domain_scores_gemma":[0.9986346,0.0005210011,0.000140625,0.0005042495,0.0001207358,0.0000787821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002787906,0.0001883528,0.00134212,0.00008099508,0.00005707559,0.000310316,0.0004316067,0.04410425,0.08705154,0.8318712,0.001718343,0.03256543],"study_design_scores_gemma":[0.0001046964,0.0003145075,0.0005212536,0.00002545911,0.00002945259,0.0002527455,0.00009885313,0.6467091,0.05228915,0.2955521,0.004041446,0.0000611743],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.259243,0.0001715948,0.7195538,0.001923123,0.0001737333,0.00009993606,0.0001120774,0.0004511767,0.01827157],"genre_scores_gemma":[0.9058902,0.00007992209,0.09195509,0.00009961303,0.00005226495,0.0001245257,0.00004759513,0.00003742145,0.001713457],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001923085,"threshold_uncertainty_score":0.006882608,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4320150340","doi":"10.1364/fio.2022.jtu5b.32","title":"Performance Implications of Cascaded ROADMs on DP 64-QAM Systems with Transceiver Noise","year":2022,"lang":"en","type":"article","venue":"Frontiers in Optics + Laser Science 2022 (FIO, LS)","topic":"Optical Network Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Transceiver; Bandwidth (computing); Quadrature amplitude modulation; Electronic engineering; Computer science; QAM; Spectral efficiency; Digital signal processing; Telecommunications; Channel (broadcasting); Bit error rate; Engineering; Wireless","authors":[{"name":"Ankita Jain","is_ca":true},{"name":"John C. Cartledge","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006782253433377115,"gpt":0.1915201140989431,"spread":0.1847378606655659,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000776989,0.0005897777,0.0004795086,0.0003760943,0.0007298037,0.000632001,0.0006501117,0.0009910851,0.004057797],"category_scores_gemma":[0.00354598,0.0002713333,0.0003342133,0.0004166764,0.0005806092,0.0007998248,0.0006686762,0.0006469588,0.0006693795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007093736,"about_ca_system_score_gemma":0.0003391487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001317018,"about_ca_topic_score_gemma":0.001879411,"domain_scores_codex":[0.9992526,0.0001352895,0.00003203195,0.0001203635,0.0002850155,0.0001746144],"domain_scores_gemma":[0.9969598,0.001760311,0.0004141011,0.0002756871,0.0004909711,0.00009918774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002886985,0.0002047739,0.005182797,0.0004830523,0.0001353831,0.002303223,0.0006283976,0.1400945,0.7921061,0.009617941,0.0006674401,0.04568933],"study_design_scores_gemma":[0.00006987205,0.002634141,0.0106101,0.0001440137,0.0001845964,0.001787966,0.0003006179,0.5201377,0.4578451,0.003003965,0.003187942,0.00009402034],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.942909,0.0007600522,0.04716007,0.0002479713,0.00006652108,0.00004314617,0.0001071729,0.0004759117,0.008230043],"genre_scores_gemma":[0.9944776,0.0001419721,0.004521419,0.00003016387,0.00001777868,0.00001133756,0.00002701279,0.0000152171,0.0007575971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004057797,"threshold_uncertainty_score":0.01357466,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4320150341","doi":"10.1364/fio.2022.jw5a.16","title":"Interference Fringes from Non-Stationary Light Sources","year":2022,"lang":"en","type":"article","venue":"Frontiers in Optics + Laser Science 2022 (FIO, LS)","topic":"Advanced Optical Sensing Technologies","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Visibility; Interference (communication); Optics; Contrast (vision); Physics; Computer science; Telecommunications","authors":[{"name":"Joscelyn van der Veen","is_ca":true},{"name":"Daniel F. V. James","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006375563944363821,"gpt":0.2271771811608212,"spread":0.2208016172164574,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005378728,0.0005604249,0.0003680273,0.001483756,0.0003821409,0.0004084393,0.0006091836,0.0005662488,0.001703119],"category_scores_gemma":[0.002111596,0.000148028,0.0004479111,0.0007671901,0.0008803164,0.001114087,0.0005316563,0.0006166491,0.0002687966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006211365,"about_ca_system_score_gemma":0.0001678087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001279863,"about_ca_topic_score_gemma":0.0008602004,"domain_scores_codex":[0.9996921,0.0000365816,0.00001480139,0.00005611037,0.0001351849,0.00006534729],"domain_scores_gemma":[0.9983203,0.0009638654,0.0003870518,0.0001214346,0.0001282802,0.00007912167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007014598,0.00007841998,0.004811002,0.0008437812,0.0001036379,0.004137462,0.001139245,0.01199387,0.7037432,0.1773146,0.001764915,0.09336852],"study_design_scores_gemma":[0.00006034796,0.0006564916,0.04578716,0.0002145479,0.00009210552,0.008536289,0.0004264301,0.07009566,0.7647303,0.07889963,0.03021801,0.0002830798],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4861599,0.009094727,0.4363731,0.0003444901,0.0003460009,0.00009380865,0.0004034134,0.0003568225,0.06682769],"genre_scores_gemma":[0.9537802,0.002562947,0.03590184,0.00007871578,0.0001198426,0.00003075358,0.0002599639,0.00006745663,0.007198363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001703119,"threshold_uncertainty_score":0.005697489,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4320150365","doi":"10.1364/fio.2022.jtu4a.49","title":"Micro-ring Resonator for Complex Refractive Index Detection at Multiple Wavelengths","year":2022,"lang":"en","type":"article","venue":"Frontiers in Optics + Laser Science 2022 (FIO, LS)","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Resonator; Refractive index; Wavelength; Optics; Ring (chemistry); Materials science; Optical ring resonators; Split-ring resonator; Optoelectronics; Physics; Chemistry","authors":[{"name":"Raghi S. El Shamy","is_ca":true},{"name":"Mohamed A. Swillam","is_ca":false},{"name":"Xun Li","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01095676992206318,"gpt":0.2281235373172795,"spread":0.2171667673952163,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005589129,0.0006909763,0.0006654908,0.0003621092,0.0003598689,0.0005130226,0.001619665,0.0008639696,0.001869348],"category_scores_gemma":[0.000629076,0.0004636799,0.0004893114,0.0002356082,0.0005079032,0.001005225,0.0004712775,0.0005511569,0.001328524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00050843,"about_ca_system_score_gemma":0.0003266422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003207297,"about_ca_topic_score_gemma":0.0008303093,"domain_scores_codex":[0.9992649,0.00008166859,0.00004412746,0.0002265351,0.0003260547,0.00005676782],"domain_scores_gemma":[0.9993991,0.0002066648,0.0001314777,0.00009935298,0.0001114607,0.0000518879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001069272,0.00005461569,0.0003270847,0.0001376442,0.0000190042,0.0001028264,0.00003560003,0.0007752165,0.9835225,0.003448671,0.0004217881,0.01104806],"study_design_scores_gemma":[0.00003233007,0.000467929,0.0005102561,0.000008430827,0.00003767532,0.0005839003,0.00001510216,0.02009551,0.9711198,0.0004323991,0.006631334,0.00006542142],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3625981,0.009772963,0.6087043,0.00152449,0.001778118,0.0004937593,0.0005307129,0.003140522,0.01145696],"genre_scores_gemma":[0.5761885,0.001122439,0.4169097,0.0002184833,0.0001968985,0.0001424295,0.000100009,0.00005753159,0.005064111],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001869348,"threshold_uncertainty_score":0.0062536,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4320150681","doi":"10.1364/fio.2022.jtu4a.71","title":"Photonics Enabled Real-time Spectrogram for Continuous Signal Processing","year":2022,"lang":"en","type":"article","venue":"Frontiers in Optics + Laser Science 2022 (FIO, LS)","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Spectrogram; Photonics; Computer science; SIGNAL (programming language); Computation; Signal processing; Time–frequency analysis; Gapless playback; Physics; Algorithm; Optics; Speech recognition; Digital signal processing; Telecommunications; Computer hardware","authors":[{"name":"M. Röwe","is_ca":true},{"name":"Benjamin Crockett","is_ca":true},{"name":"José Azaña","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005643690272217811,"gpt":0.2178218187502464,"spread":0.2121781284780286,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001296797,0.000246581,0.0001621569,0.0002865638,0.00020135,0.0005561931,0.0003640286,0.0003307144,0.003186463],"category_scores_gemma":[0.0003739633,0.0001035423,0.0001092239,0.0002232584,0.0003722424,0.0004614714,0.000387477,0.0005109539,0.0005890948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002938238,"about_ca_system_score_gemma":0.0002302475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002430073,"about_ca_topic_score_gemma":0.0003932356,"domain_scores_codex":[0.999896,0.000009898535,0.000003346733,0.00002260289,0.00005015881,0.00001790247],"domain_scores_gemma":[0.9998112,0.00007251705,0.00002839682,0.00003642487,0.00002782288,0.00002373826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001975927,0.00006401929,0.0002766373,0.00007102906,0.000008979467,0.0001765852,0.00008964481,0.001758946,0.9547257,0.01041335,0.00138067,0.0308369],"study_design_scores_gemma":[0.00003115583,0.0001719123,0.0007774585,0.00001128489,0.000008971106,0.0002335831,0.0000393428,0.09756897,0.8879856,0.003481664,0.009663819,0.0000263156],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6886178,0.0008203133,0.2778808,0.001347297,0.0006709722,0.00007205881,0.000912001,0.005057855,0.02462082],"genre_scores_gemma":[0.9082265,0.0001471625,0.08889809,0.000111288,0.00006061874,0.00004226666,0.0001374708,0.0001740507,0.002202463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003186463,"threshold_uncertainty_score":0.01065981,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4320147902","doi":"10.1364/fio.2022.jtu4b.43","title":"Spiral Bragg Gratings based on Multimode SOI Waveguides","year":2022,"lang":"en","type":"article","venue":"Frontiers in Optics + Laser Science 2022 (FIO, LS)","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Silicon on insulator; Multi-mode optical fiber; Optics; Spiral (railway); Fiber Bragg grating; Materials science; Coupling coefficient of resonators; Optoelectronics; Waveguide; Coupling (piping); Dielectric; Footprint; Silicon; Physics; Optical fiber; Engineering; Resonator","authors":[{"name":"Mauricio Tosi","is_ca":true},{"name":"Saket Kaushal","is_ca":true},{"name":"Alejandro Fasciszewki","is_ca":false},{"name":"Pablo A. Costanzo‐Caso","is_ca":false},{"name":"José Azaña","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007453036477986734,"gpt":0.2162829576296957,"spread":0.208829921151709,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001444869,0.0003706916,0.0002092038,0.0002003523,0.0001127365,0.0005052335,0.0002747131,0.0002693145,0.0005490148],"category_scores_gemma":[0.0002164202,0.0001955137,0.0001749321,0.0002457989,0.0002454004,0.0002795588,0.0001848159,0.0001743123,0.0002240675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003986054,"about_ca_system_score_gemma":0.0001437152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006762204,"about_ca_topic_score_gemma":0.001388129,"domain_scores_codex":[0.9998596,0.0000140929,0.000008218954,0.00002727074,0.00005604446,0.0000347426],"domain_scores_gemma":[0.9998128,0.00003561391,0.00007554657,0.00002685524,0.00002788469,0.00002135096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000109646,0.00004247991,0.0008393209,0.00007309351,0.00001484197,0.00007984986,0.00006480996,0.00377831,0.9858657,0.003623422,0.0002208749,0.005287658],"study_design_scores_gemma":[0.00004088039,0.0005783972,0.003127533,0.00001945638,0.00002388392,0.0001965846,0.00006045113,0.04918006,0.9415534,0.0008910822,0.004304835,0.00002349987],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9734746,0.000576726,0.01908791,0.0001071893,0.00009112916,0.00003339961,0.0001243479,0.0002955799,0.006209075],"genre_scores_gemma":[0.9800881,0.0003578659,0.01801696,0.00002390798,0.00001381133,0.00001910952,0.00004804646,0.00001928954,0.001412984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006762204,"threshold_uncertainty_score":0.002892077,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4320147803","doi":"10.1364/fio.2022.fw7e.3","title":"Octave-Spanning Supercontinuum Generation in a Thin Si3N4 Waveguide Coated with Highly Nonlinear TeO2","year":2022,"lang":"en","type":"article","venue":"Frontiers in Optics + Laser Science 2022 (FIO, LS)","topic":"Advanced Fiber Laser Technologies","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Supercontinuum; Octave (electronics); Materials science; Optoelectronics; Waveguide; Optics; Laser; Nonlinear optics; Photonic-crystal fiber; Physics; Wavelength","authors":[{"name":"Hamidu M. Mbonde","is_ca":true},{"name":"Neetesh Singh","is_ca":false},{"name":"Bruno L. Segat Frare","is_ca":true},{"name":"Milan Sinobad","is_ca":false},{"name":"Pooya Torab Ahmadi","is_ca":true},{"name":"Batoul Hashemi","is_ca":true},{"name":"Dawson B. Bonneville","is_ca":true},{"name":"Franz X. Kärtner","is_ca":false},{"name":"Jonathan D. B. Bradley","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009209171945871158,"gpt":0.2298847403709937,"spread":0.2206755684251226,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008436909,0.0002742757,0.0001493842,0.0001552739,0.0001942022,0.0001915175,0.0002121287,0.00016901,0.0002508335],"category_scores_gemma":[0.0001436974,0.0001526377,0.0001387046,0.0001373608,0.0003422287,0.000233758,0.0002810589,0.0001743319,0.00008225867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001435469,"about_ca_system_score_gemma":0.0001294516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008315077,"about_ca_topic_score_gemma":0.00115552,"domain_scores_codex":[0.999943,0.000005392535,0.000003352091,0.00001204882,0.00002387201,0.00001240215],"domain_scores_gemma":[0.9998852,0.00003157857,0.00003363076,0.00001259374,0.00001591387,0.00002102555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002008157,0.000004620307,0.0001818562,0.0000112329,0.000003419978,0.0000570017,0.00003264955,0.0002235581,0.9987143,0.00007745971,0.00001321566,0.0006604718],"study_design_scores_gemma":[0.000005232174,0.00008441605,0.001195852,0.000001717254,0.000006154698,0.00006811601,0.00002587921,0.003787613,0.9944329,0.00004361886,0.0003426637,0.000005814905],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979544,0.00007680531,0.001392418,0.00001356902,0.000005263673,0.000002361219,0.00001327891,0.00001851718,0.0005233927],"genre_scores_gemma":[0.9969489,0.0001227938,0.00223602,0.000007254474,0.000004334063,0.000003751785,0.00002492731,0.00001026715,0.0006419141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008315077,"threshold_uncertainty_score":0.001653314,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4315562870","doi":"10.1364/ls.2022.lm5f.6","title":"Maxwell and the Modern Quantum Vacuum","year":2022,"lang":"en","type":"article","venue":"Frontiers in Optics + Laser Science 2022 (FIO, LS)","topic":"Quantum Electrodynamics and Casimir Effect","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Lakehead University","funders":"","keywords":"Maxwell's equations; Electromagnetic field; QED vacuum; Physics; Quantum; Relation (database); Field (mathematics); Vacuum energy; Quantum electrodynamics; Quantum mechanics; Theoretical physics; Classical mechanics; Computer science; Mathematics","authors":[{"name":"Gerd Leuchs","is_ca":false},{"name":"Margaret Hawton","is_ca":true},{"name":"L. L. Sánchez-Soto","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.002829246362715033,"gpt":0.2036192950561406,"spread":0.2007900486934256,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009501776,0.0002573105,0.0003054651,0.0007452364,0.001443753,0.001614116,0.0002884142,0.0009647475,0.003549639],"category_scores_gemma":[0.001402872,0.0001775407,0.0002190737,0.0005079185,0.004747094,0.003222801,0.001148655,0.001697833,0.0005297713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001942996,"about_ca_system_score_gemma":0.000948389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001794609,"about_ca_topic_score_gemma":0.001192465,"domain_scores_codex":[0.9995882,0.0001787986,0.00001121462,0.00006368764,0.00009830918,0.00005986827],"domain_scores_gemma":[0.9997534,0.000107627,0.00002771765,0.00003328739,0.0000421077,0.00003584355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000004016206,0.000002705309,0.00003927691,0.0000111531,0.000001244212,0.00001111057,0.0001201782,0.0000814439,0.00007078648,0.9940497,0.002644851,0.002963555],"study_design_scores_gemma":[0.000002459985,0.000006476811,0.0001649458,0.00002391262,0.000001267199,0.00004513041,0.00007830379,0.0002869631,0.0000579812,0.9522799,0.04704767,0.000004990126],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08875258,0.1677623,0.03468327,0.07955405,0.006815263,0.00003724545,0.0002866663,0.0002427534,0.6218659],"genre_scores_gemma":[0.8772413,0.03184498,0.00739849,0.007556762,0.005985735,0.00005893743,0.0001086649,0.00007433356,0.0697308],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003549639,"threshold_uncertainty_score":0.01409745,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4320150258","doi":"10.1364/fio.2022.jw4a.46","title":"Tilted FBG Sensor Data Extraction with Low-Resolution Spectral Interrogation Instrumentation","year":2022,"lang":"en","type":"article","venue":"Frontiers in Optics + Laser Science 2022 (FIO, LS)","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Narrowband; Optics; Refractive index; Materials science; Instrumentation (computer programming); Spectral resolution; Cladding (metalworking); Curvature; Spectral line; Interrogation; Spectrum analyzer; Resolution (logic); Image resolution; Physics; Computer science","authors":[{"name":"J. Nicolaï","is_ca":true},{"name":"Jacques Albert","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01195354595392277,"gpt":0.2471033071938925,"spread":0.2351497612399698,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003401606,0.00085268,0.0006140998,0.0009185357,0.0003919386,0.0007857782,0.0007585678,0.0004797635,0.003922348],"category_scores_gemma":[0.001017343,0.0004430666,0.0002007127,0.001164288,0.0003392085,0.0008482788,0.0006070805,0.000623678,0.00271318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007546458,"about_ca_system_score_gemma":0.0008081137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001556207,"about_ca_topic_score_gemma":0.003440067,"domain_scores_codex":[0.9992965,0.00003703258,0.00003404266,0.0001858593,0.00038586,0.00006068164],"domain_scores_gemma":[0.9994417,0.00009204819,0.00008174009,0.000147613,0.0002132199,0.00002367298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001590162,0.00005401355,0.001595464,0.00009160035,0.00001436177,0.00007253297,0.00008266015,0.0005798907,0.9220389,0.000666936,0.001660576,0.07298406],"study_design_scores_gemma":[0.00001195825,0.00006856737,0.004320109,0.0000114721,0.00001580262,0.0002412074,0.00003048026,0.02095344,0.9661201,0.0004538419,0.007732484,0.0000405161],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2718943,0.000647027,0.6996668,0.0003756107,0.0002777827,0.0003537677,0.003578728,0.01499827,0.008207704],"genre_scores_gemma":[0.4830122,0.0004066397,0.5038725,0.0004346861,0.00007407236,0.0004403105,0.00247075,0.001270773,0.008018066],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003922348,"threshold_uncertainty_score":0.01312155,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4320147516","doi":"10.1364/fio.2022.jtu5a.26","title":"Theory of Multi-Frequency Raman Generation Spectrum with Chirped Pulses","year":2022,"lang":"en","type":"article","venue":"Frontiers in Optics + Laser Science 2022 (FIO, LS)","topic":"Spectroscopy Techniques in Biomedical and Chemical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Raman spectroscopy; Raman scattering; Chirp; Optics; Sum-frequency generation; Materials science; Physics; Nonlinear optics; Optoelectronics; Laser","authors":[{"name":"Joscelyn van der Veen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01192756684341088,"gpt":0.2796778551580438,"spread":0.2677502883146329,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004368288,0.0006914196,0.0004609942,0.001045453,0.0007140147,0.0006629296,0.001693797,0.001640317,0.005075304],"category_scores_gemma":[0.0007282885,0.0003375578,0.0005340916,0.0004362967,0.001244393,0.00142229,0.0009613818,0.001420347,0.001091887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007759106,"about_ca_system_score_gemma":0.000333417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004110138,"about_ca_topic_score_gemma":0.0003459232,"domain_scores_codex":[0.9996847,0.00004971949,0.000009589573,0.00004421847,0.0001788993,0.00003294629],"domain_scores_gemma":[0.9996659,0.0001367713,0.00003107085,0.00004905409,0.00007791584,0.000039273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000220528,0.00002683272,0.0001676888,0.00009063006,0.00001252387,0.0003889963,0.0001296669,0.03859551,0.0165078,0.9378429,0.001128367,0.005087072],"study_design_scores_gemma":[0.000013584,0.00004222753,0.0003975949,0.00003993191,0.000007277074,0.0005277972,0.0000342565,0.5387476,0.003341442,0.4545258,0.002285735,0.00003679732],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04836931,0.001249937,0.8531078,0.001526745,0.0003942037,0.0001037408,0.0001596833,0.0003313711,0.09475716],"genre_scores_gemma":[0.8274938,0.001638792,0.1310088,0.001307131,0.0004225781,0.0004020553,0.0001345763,0.0002489122,0.0373433],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005075304,"threshold_uncertainty_score":0.01697856,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4320150664","doi":"10.1364/fio.2022.jtu4a.59","title":"Thermodynamic Control of Nanoliter Volumes of CS2 via Stimulated Brillouin Scattering","year":2022,"lang":"en","type":"article","venue":"Frontiers in Optics + Laser Science 2022 (FIO, LS)","topic":"Advanced Fiber Laser Technologies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Isochoric process; Isobaric process; Brillouin scattering; Brillouin zone; Materials science; Scattering; Light scattering; Thermodynamics; Optics; Optical fiber; Physics","authors":[{"name":"Andreas Geiien","is_ca":false},{"name":"Alexandra Popp","is_ca":false},{"name":"Debayan Das","is_ca":false},{"name":"Saher Junaid","is_ca":false},{"name":"Christopher G. Poulton","is_ca":false},{"name":"Mario Chemnitz","is_ca":true},{"name":"Christoph Marquardt","is_ca":false},{"name":"Markus A. Schmidt","is_ca":false},{"name":"Birgit Stiller","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003792231311922909,"gpt":0.2157350483858513,"spread":0.2119428170739284,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002591076,0.0003109999,0.0001909886,0.0002263731,0.0003984008,0.0006153639,0.0003926812,0.0002093171,0.0008716368],"category_scores_gemma":[0.0006808327,0.0001370928,0.00009000686,0.0002050069,0.0008692758,0.0006853101,0.0005676916,0.0003843095,0.0001058395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005701396,"about_ca_system_score_gemma":0.0004331095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001500092,"about_ca_topic_score_gemma":0.001715557,"domain_scores_codex":[0.9997402,0.00003091143,0.00001675449,0.00005753893,0.0001045727,0.00005003891],"domain_scores_gemma":[0.9995534,0.0002130081,0.0001289517,0.00002440505,0.00003731276,0.00004300566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001319614,0.0000199158,0.000537949,0.00002104728,0.000003479971,0.00002809835,0.000057504,0.000750858,0.9967785,0.0006120706,0.00003909516,0.001019442],"study_design_scores_gemma":[0.000009714758,0.00007574781,0.0008494229,0.000001549535,0.000002200414,0.00001384848,0.00002981384,0.005555537,0.9930568,0.0001193688,0.0002788801,0.000007097972],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973055,0.0001093642,0.001659558,0.00006352615,0.000007745286,0.00000624086,0.00008239567,0.0000558932,0.0007097683],"genre_scores_gemma":[0.9985694,0.00007385879,0.000855124,0.00001107883,0.00001044854,0.000009779825,0.00006768278,0.00002134947,0.0003813019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001500092,"threshold_uncertainty_score":0.004136622,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4320147521","doi":"10.1364/fio.2022.jw5a.12","title":"In-Line All-Fiber Optics Digital Sensor Based on Biconic Taper of Depressed Cladding Fiber","year":2022,"lang":"en","type":"article","venue":"Frontiers in Optics + Laser Science 2022 (FIO, LS)","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Cladding (metalworking); Materials science; Optical fiber; Optics; Fiber optic sensor; Single-mode optical fiber; Polarization-maintaining optical fiber; Plastic optical fiber; Optoelectronics; Line (geometry); Fiber; Graded-index fiber; Physics; Composite material","authors":[{"name":"Sergio Celaschi","is_ca":false},{"name":"Nicolas Grégoire","is_ca":true},{"name":"Younès Messaddeq","is_ca":true},{"name":"Claudecir R. Biazoli","is_ca":false},{"name":"Gilliard N. Malheiros‐Silveira","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009979254119885657,"gpt":0.2318272094156412,"spread":0.2218479552957556,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000142835,0.0003838875,0.0002771298,0.0002013825,0.0001886774,0.0003431408,0.000974022,0.0003840544,0.000427597],"category_scores_gemma":[0.0002555497,0.0002409689,0.0001438721,0.0001557348,0.0002351762,0.0004178615,0.0002107386,0.0001706883,0.0001791067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003170061,"about_ca_system_score_gemma":0.000211867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009762318,"about_ca_topic_score_gemma":0.001981259,"domain_scores_codex":[0.9997453,0.00002439498,0.00000922198,0.00006227897,0.0001368805,0.00002188229],"domain_scores_gemma":[0.9997062,0.00004350731,0.00006359853,0.0000491012,0.0001149077,0.0000225963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001753175,0.00003986871,0.002718714,0.0001486387,0.00001569436,0.0001506145,0.00006200373,0.003412541,0.9769546,0.0005259591,0.0003087731,0.01548725],"study_design_scores_gemma":[0.00001714816,0.0003715781,0.005634326,0.00001270976,0.00004688244,0.0004557284,0.00004556047,0.07370666,0.9170983,0.0001426342,0.002435968,0.0000325259],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8785275,0.0007492499,0.1145751,0.0001562561,0.00009011949,0.00009009595,0.0002964672,0.0007838656,0.004731273],"genre_scores_gemma":[0.9607447,0.0001507187,0.03780638,0.00003322062,0.00001354033,0.00001933286,0.0000724966,0.000009495583,0.001150113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009762318,"threshold_uncertainty_score":0.002300084,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4320147540","doi":"10.1364/fio.2022.jw4a.56","title":"Simphony: A Simulator for Photonic Integrated Circuits With Location-Aware Monte Carlo Features","year":2022,"lang":"en","type":"article","venue":"Frontiers in Optics + Laser Science 2022 (FIO, LS)","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Monte Carlo method; Photonics; Photonic integrated circuit; Computer science; Electronic circuit; Electronic engineering; Integrated circuit; Process (computing); Simulation; Engineering; Optoelectronics; Physics; Electrical engineering; Mathematics","authors":[{"name":"Skandan Chandrasekar","is_ca":true},{"name":"Ryan M. Camacho","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005704812470771136,"gpt":0.2108114923458514,"spread":0.2051066798750803,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007756404,0.0007564884,0.0008742181,0.0006315546,0.0005667874,0.0008800757,0.002258409,0.001493801,0.01217655],"category_scores_gemma":[0.002950128,0.0007944623,0.0009832676,0.001003093,0.0004470754,0.0009125907,0.0008707834,0.001566343,0.001449801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001012335,"about_ca_system_score_gemma":0.002127331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006783561,"about_ca_topic_score_gemma":0.00868969,"domain_scores_codex":[0.999684,0.0000889149,0.00001682652,0.0000305652,0.0001335176,0.00004630254],"domain_scores_gemma":[0.9987922,0.0007601496,0.00007896071,0.0001182609,0.0001680501,0.0000824169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001376571,0.00009155819,0.001106827,0.0002165683,0.0001056567,0.0001404119,0.00007337072,0.9490198,0.002909384,0.02132409,0.01082665,0.01404802],"study_design_scores_gemma":[0.00003982217,0.00001351734,0.00005679845,0.000008052177,0.000008194977,0.0000164733,0.000004439025,0.991578,0.001027607,0.002642061,0.004596644,0.000008380568],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06326668,0.0009176885,0.8584833,0.0006037669,0.0002957424,0.0004793923,0.009980875,0.03091957,0.03505306],"genre_scores_gemma":[0.4782853,0.001020842,0.4897869,0.000680552,0.0001181986,0.002537018,0.007474866,0.007812333,0.01228399],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01217655,"threshold_uncertainty_score":0.04073459,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4320147666","doi":"10.1364/fio.2022.jw5b.13","title":"Comparing the Lorentz and Einstein & Laub deformations of a dielectric water droplet","year":2022,"lang":"en","type":"article","venue":"Frontiers in Optics + Laser Science 2022 (FIO, LS)","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Lattice Boltzmann methods; Dielectric; Physics; Lorentz transformation; Einstein; Kinetic energy; Acceleration; Lorentz force; Wavelength; Classical mechanics; Kinetic theory; Gaussian; Lattice (music); Mechanics; Quantum mechanics; Theoretical physics; Magnetic field","authors":[{"name":"Cael Warner","is_ca":true},{"name":"Kenneth J. Chau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0103537424381042,"gpt":0.193159036758237,"spread":0.1828052943201328,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002065323,0.0002467835,0.0001961265,0.0002297708,0.0002371154,0.000470753,0.0004362161,0.0004004261,0.002322679],"category_scores_gemma":[0.0006897831,0.0001100101,0.000216682,0.000176571,0.0006019102,0.0007913506,0.0003513393,0.0004755546,0.0003551441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003326052,"about_ca_system_score_gemma":0.0003068574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000886553,"about_ca_topic_score_gemma":0.0005130916,"domain_scores_codex":[0.9999199,0.000008535422,0.000004962314,0.00001952818,0.00003288881,0.00001414964],"domain_scores_gemma":[0.9998739,0.00004902417,0.00001597596,0.00002620386,0.00001952133,0.00001534875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000441399,0.000239995,0.00507871,0.0001368594,0.00004559448,0.0006862872,0.0004931986,0.2001997,0.5380352,0.2223611,0.001142465,0.03113949],"study_design_scores_gemma":[0.00003294936,0.000151735,0.003686787,0.000005369779,0.00000796831,0.00016209,0.000145427,0.8608717,0.1171043,0.01614687,0.001632221,0.0000526896],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8958827,0.0003084036,0.079936,0.0005758054,0.00008929303,0.00007160658,0.000251313,0.0001736682,0.0227112],"genre_scores_gemma":[0.9916919,0.0001867137,0.004618697,0.00003971318,0.00001103304,0.00002393987,0.00008254661,0.00002695845,0.00331853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002322679,"threshold_uncertainty_score":0.007770121,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4320147882","doi":"10.1364/fio.2022.fw1b.1","title":"On-chip generation and telecom-compatible processing of complex photonic systems in time and frequency","year":2022,"lang":"en","type":"article","venue":"Frontiers in Optics + Laser Science 2022 (FIO, LS)","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Photonics; Photon; Photon entanglement; Exploit; Chip; Quantum optics; Computer science; Physics; Electronic engineering; Telecommunications; Optoelectronics; Quantum entanglement; Engineering; Quantum; Optics; Quantum mechanics","authors":[{"name":"Stefania Sciara","is_ca":true},{"name":"Hao Yu","is_ca":true},{"name":"Mario Chemnitz","is_ca":true},{"name":"Bennet Fischer","is_ca":true},{"name":"Piotr Roztocki","is_ca":true},{"name":"Benjamin Crockett","is_ca":true},{"name":"Christian Reimer","is_ca":true},{"name":"Lucia Caspani","is_ca":false},{"name":"Michael Kues","is_ca":true},{"name":"William J. Munro","is_ca":false},{"name":"Brent E. Little","is_ca":false},{"name":"David Moss","is_ca":false},{"name":"Zhiming Wang","is_ca":false},{"name":"José Azaña","is_ca":true},{"name":"Roberto Morandotti","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01227622852325414,"gpt":0.2191427440410906,"spread":0.2068665155178364,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002041956,0.0003544713,0.0002963227,0.0002933273,0.0002730994,0.000744452,0.0006185636,0.0003682929,0.00288269],"category_scores_gemma":[0.0004616069,0.000192651,0.0002117795,0.000358959,0.0004615616,0.0005930447,0.0005215324,0.0003621408,0.0008398324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003687079,"about_ca_system_score_gemma":0.0003999479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003743875,"about_ca_topic_score_gemma":0.0009778668,"domain_scores_codex":[0.9998242,0.0000160356,0.000005849258,0.00004735706,0.00006632103,0.00004024389],"domain_scores_gemma":[0.9997457,0.00007162542,0.00005352936,0.00006875831,0.00004077196,0.00001963426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001914279,0.0001632334,0.00112411,0.0001619174,0.00003952709,0.0001995601,0.0001576754,0.003979374,0.905746,0.02170516,0.002906831,0.0636252],"study_design_scores_gemma":[0.00003353857,0.0002451625,0.001330555,0.000008924698,0.00002566295,0.0002169329,0.00004419574,0.03084131,0.9496729,0.002121681,0.01542103,0.00003810197],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7266928,0.0006880824,0.2433773,0.000541035,0.0003048335,0.0002325915,0.0009139244,0.001460955,0.02578842],"genre_scores_gemma":[0.8534074,0.0002942126,0.1411771,0.0001926355,0.00006445014,0.0001476379,0.000433582,0.0001292231,0.004153642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00288269,"threshold_uncertainty_score":0.009643555,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4320150718","doi":"10.1364/fio.2022.jtu4a.20","title":"The Possibility of Generating Photon Cluster using Ions in a Linear Trap","year":2022,"lang":"en","type":"article","venue":"Frontiers in Optics + Laser Science 2022 (FIO, LS)","topic":"Quantum Information and Cryptography","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Ion; Hamiltonian (control theory); Atomic physics; Ion trap; Cluster (spacecraft); Photon; Physics; Coupled cluster; Quadratic equation; Trap (plumbing); Quantum mechanics; Molecule; Computer science","authors":[{"name":"Zhuoran Bao","is_ca":true},{"name":"Daniel F. V. James","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01393194718526119,"gpt":0.258274209997003,"spread":0.2443422628117418,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002053775,0.0002120592,0.0002209177,0.0001799235,0.0006640887,0.0005235815,0.0005817408,0.0004155629,0.003334551],"category_scores_gemma":[0.0002606299,0.0001530187,0.0001817477,0.0001757664,0.0006716548,0.0005680221,0.0007729944,0.0004917851,0.0004207955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003476869,"about_ca_system_score_gemma":0.0003967359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004159858,"about_ca_topic_score_gemma":0.0004708971,"domain_scores_codex":[0.9998753,0.00001916363,0.000003995981,0.00002955357,0.00004555034,0.00002631918],"domain_scores_gemma":[0.9998708,0.00003921738,0.00001772715,0.00002168433,0.00002212247,0.00002840926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003350371,0.00009795458,0.001550263,0.0002161224,0.00003564141,0.0003024592,0.0004445843,0.008212383,0.7761908,0.1987496,0.0009700367,0.01289514],"study_design_scores_gemma":[0.00008616532,0.0005208534,0.0008320168,0.00002371389,0.00003778318,0.0002654152,0.0001524691,0.06955996,0.8973305,0.02320123,0.007920235,0.00006965527],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7996262,0.0003596283,0.171368,0.0007158815,0.0001542366,0.0001016376,0.0001667211,0.0003731698,0.02713448],"genre_scores_gemma":[0.9565301,0.0001359607,0.03473713,0.00006261075,0.00001600175,0.00004562502,0.00006007405,0.00004810702,0.008364465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003334551,"threshold_uncertainty_score":0.01115519,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4320150733","doi":"10.1364/fio.2022.jtu4a.80","title":"Detecting Biphoton States with Enhanced Resolution Through Electro-Optic Gating","year":2022,"lang":"en","type":"article","venue":"Frontiers in Optics + Laser Science 2022 (FIO, LS)","topic":"Quantum optics and atomic interactions","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Resolution (logic); Detector; Gating; Image resolution; Temporal resolution; Optics; Physics; Photon; Optoelectronics; Materials science; Computer science; Artificial intelligence","authors":[{"name":"Benjamin Crockett","is_ca":true},{"name":"James van Howe","is_ca":true},{"name":"Nicola Montaut","is_ca":true},{"name":"Roberto Morandotti","is_ca":true},{"name":"José Azaña","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005539606617646809,"gpt":0.2357734485470007,"spread":0.2302338419293539,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002687118,0.0002918672,0.0001668674,0.0002381122,0.0001417978,0.0004345002,0.0004106759,0.000287389,0.0009892432],"category_scores_gemma":[0.000463744,0.0001708345,0.00008102534,0.000268456,0.0004022237,0.0003714563,0.0004150765,0.0004321187,0.0001777385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001925911,"about_ca_system_score_gemma":0.0001849977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002692095,"about_ca_topic_score_gemma":0.0007219212,"domain_scores_codex":[0.9998785,0.00001795516,0.000005682731,0.00002393464,0.00004804396,0.00002577437],"domain_scores_gemma":[0.9996322,0.0001642549,0.0001032571,0.00003604961,0.00002853647,0.00003564271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006774978,0.00002134871,0.0003301702,0.00002117001,0.000002995573,0.000054005,0.00002562888,0.0002361182,0.9931961,0.001055216,0.0000842609,0.004905183],"study_design_scores_gemma":[0.00002675912,0.0001534069,0.001995731,0.000005080291,0.000005899523,0.0002330863,0.00001412066,0.01530658,0.9799962,0.0006971546,0.001551588,0.00001441161],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9329017,0.0003414596,0.06360562,0.000202533,0.00004954017,0.0000307699,0.0001476665,0.0002642879,0.002456449],"genre_scores_gemma":[0.9608344,0.0002455172,0.03765056,0.00006170899,0.00002416151,0.00002951104,0.00009579339,0.00004115274,0.001017211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009892432,"threshold_uncertainty_score":0.003309309,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4315562928","doi":"10.1364/fio.2022.fm3b.3","title":"Quantum-Enhanced Phase Imaging","year":2022,"lang":"en","type":"article","venue":"Frontiers in Optics + Laser Science 2022 (FIO, LS)","topic":"Digital Holography and Microscopy","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Holography; Photon; Physics; Position (finance); Phase (matter); Photon entanglement; Optics; Quantum; Computer science; Quantum entanglement; Quantum mechanics","authors":[{"name":"A. Nicholas Black","is_ca":false},{"name":"Long Nguyen","is_ca":false},{"name":"Robert W. Boyd","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005514952918560804,"gpt":0.2593361202980679,"spread":0.2538211673795071,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002399304,0.0002201722,0.0001782575,0.0002583456,0.0002131593,0.0005446167,0.0007002802,0.0004199468,0.003181505],"category_scores_gemma":[0.0004324167,0.0001803056,0.0001362394,0.0003213973,0.0006034022,0.001021603,0.0007505886,0.0004845296,0.0005196205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003299664,"about_ca_system_score_gemma":0.0002223861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001882512,"about_ca_topic_score_gemma":0.0003473387,"domain_scores_codex":[0.9998198,0.00002907821,0.000005536078,0.00003191181,0.0000836042,0.00003024345],"domain_scores_gemma":[0.9997764,0.00007503426,0.00004204054,0.00004880231,0.00003519073,0.00002251199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001765013,0.00009176823,0.0004573113,0.0001697314,0.00002081932,0.000200122,0.0001014579,0.004507599,0.6916047,0.2202086,0.002346337,0.08011494],"study_design_scores_gemma":[0.00004654147,0.0001643154,0.0004469232,0.00001520377,0.00001555003,0.0005384264,0.00002445757,0.05235191,0.9087377,0.01815262,0.0194675,0.00003876522],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2736922,0.003967161,0.6503282,0.00188527,0.0004862496,0.0001679516,0.0003882992,0.001046006,0.06803866],"genre_scores_gemma":[0.7555981,0.001391742,0.2310231,0.0003058593,0.0001219803,0.00005425044,0.0001224944,0.00006724152,0.01131536],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003181505,"threshold_uncertainty_score":0.01064324,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4315562704","doi":"10.1364/ls.2022.lm5f.2","title":"Energy and Angular Distribution Measurements of Electron-ejection from the Focus of High-Intensity Laser Pulses","year":2022,"lang":"en","type":"article","venue":"Frontiers in Optics + Laser Science 2022 (FIO, LS)","topic":"Laser-Matter Interactions and Applications","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Electron; Laser; Focus (optics); Atomic physics; Physics; Intensity (physics); Energy (signal processing); Optics; High energy; Nuclear physics","authors":[{"name":"Smrithan Ravichandran","is_ca":false},{"name":"Andrew Longman","is_ca":false},{"name":"Nathan McLane","is_ca":false},{"name":"Calvin He","is_ca":false},{"name":"R. Lera","is_ca":false},{"name":"M. Huault","is_ca":false},{"name":"Lili Manzo","is_ca":false},{"name":"German Tiscareno","is_ca":false},{"name":"David Hanggi","is_ca":false},{"name":"Pedro Spingola","is_ca":false},{"name":"Nick Czapla","is_ca":false},{"name":"L. Roso","is_ca":false},{"name":"R. Fedosejevs","is_ca":true},{"name":"W. T. Hill","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008144547379636047,"gpt":0.2242472188692705,"spread":0.2161026714896345,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002560645,0.000273466,0.0002354872,0.000794509,0.0002812379,0.0004852086,0.0005056838,0.000493578,0.00242816],"category_scores_gemma":[0.0006935602,0.0002416642,0.0001142921,0.0004969541,0.0005607164,0.0004817365,0.0005094859,0.0005199371,0.0004067646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003063806,"about_ca_system_score_gemma":0.0001623618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007016477,"about_ca_topic_score_gemma":0.0009497459,"domain_scores_codex":[0.9997569,0.00001973788,0.000006741221,0.00005103799,0.0001189967,0.00004665873],"domain_scores_gemma":[0.9995729,0.0001564395,0.0001162937,0.00003605686,0.00007564985,0.00004256322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002564517,0.00003203246,0.004410065,0.00005072007,0.00001837429,0.0001455077,0.000158987,0.000232758,0.9867975,0.0005954027,0.0001083976,0.007193934],"study_design_scores_gemma":[0.00003677107,0.0001685171,0.04239339,0.0000129331,0.00002230921,0.0005349479,0.0001236446,0.002720362,0.9524004,0.0002389758,0.001322622,0.0000251379],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.973455,0.0008692524,0.02031135,0.00006071749,0.00002003094,0.00002326903,0.0001898079,0.0001372986,0.004933189],"genre_scores_gemma":[0.9903749,0.0003892139,0.007298735,0.00004025247,0.0000135204,0.00002415624,0.0001236708,0.00003980754,0.001695756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00242816,"threshold_uncertainty_score":0.00812304,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4315562764","doi":"10.1364/ls.2022.lm3f.3","title":"Measurement Capabilities of a Quantum Agent","year":2022,"lang":"en","type":"article","venue":"Frontiers in Optics + Laser Science 2022 (FIO, LS)","topic":"Quantum Mechanics and Applications","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Institute for Advanced Research; University of Toronto","funders":"","keywords":"Qubit; Quantum; Computer science; Quantum memory; Quantum sensor; Quantum technology; Quantum network; Quantum error correction; Physics; Quantum computer; Open quantum system; Quantum mechanics","authors":[{"name":"Arthur O. T. Pang","is_ca":true},{"name":"Noah Lupu-Gladstein","is_ca":true},{"name":"Aharon Brodutch","is_ca":true},{"name":"Aephraim M. Steinberg","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01635366223630194,"gpt":0.2391132253491363,"spread":0.2227595631128343,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002566177,0.0005684361,0.0005348896,0.001420568,0.001032438,0.004732347,0.001044684,0.001371939,0.004859612],"category_scores_gemma":[0.009232376,0.0003925517,0.0004709339,0.0007251799,0.002343397,0.007325327,0.003207671,0.0015013,0.0009967478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000644394,"about_ca_system_score_gemma":0.001027329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001155519,"about_ca_topic_score_gemma":0.0005890336,"domain_scores_codex":[0.9976324,0.000676917,0.000187169,0.0004772236,0.0007682532,0.0002579569],"domain_scores_gemma":[0.992473,0.003385724,0.0006112316,0.001996779,0.001011036,0.0005222595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001702465,0.00008060531,0.00341497,0.0001876678,0.0001081098,0.0003388764,0.001256883,0.009293002,0.02138733,0.9281352,0.001160641,0.03446646],"study_design_scores_gemma":[0.00009087646,0.0005236701,0.003700387,0.0002266191,0.0003191919,0.001689616,0.001135041,0.2233632,0.05570567,0.6585096,0.05453334,0.0002028437],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3235993,0.001687369,0.5023267,0.004318292,0.0002672498,0.0001604794,0.0005188525,0.001356204,0.1657656],"genre_scores_gemma":[0.9688566,0.0002902914,0.02630541,0.0001773994,0.00006976281,0.00004593669,0.0000700813,0.00004179313,0.004142639],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004859612,"threshold_uncertainty_score":0.01625705,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4315562828","doi":"10.1364/fio.2022.jw5a.32","title":"Voltage-controlled superradiance above an indium tin oxide thin film structure","year":2022,"lang":"en","type":"article","venue":"Frontiers in Optics + Laser Science 2022 (FIO, LS)","topic":"Quantum optics and atomic interactions","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Superradiance; Indium tin oxide; Indium; Optoelectronics; Oxide; Tin; Materials science; Interference (communication); Thin film; Nanotechnology; Physics; Electrical engineering; Optics; Metallurgy; Engineering","authors":[{"name":"Saleem Iqbal","is_ca":false},{"name":"M. Zahirul Alam","is_ca":true},{"name":"Robert W. Boyd","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005086829327007548,"gpt":0.232574701134253,"spread":0.2274878718072455,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008869196,0.0001749412,0.0001608645,0.0001375272,0.0002935972,0.0003817784,0.0006252636,0.0001978242,0.0009234709],"category_scores_gemma":[0.0003625171,0.0001490404,0.0001279334,0.0001151394,0.0003864932,0.000255067,0.0001943137,0.0002581235,0.00009974439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003960006,"about_ca_system_score_gemma":0.000268068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001024382,"about_ca_topic_score_gemma":0.001626204,"domain_scores_codex":[0.9999348,0.00000663913,0.000002006822,0.00001299348,0.00002826514,0.00001528982],"domain_scores_gemma":[0.9998596,0.00004598438,0.00003818501,0.00001622814,0.00001916212,0.00002086466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00008322678,0.00003223422,0.0005186967,0.00003960024,0.00001167539,0.0001463235,0.00008150976,0.0048821,0.987507,0.005265866,0.00006775309,0.001364084],"study_design_scores_gemma":[0.0001666145,0.0006436905,0.004164431,0.00001532154,0.00006624123,0.0002827361,0.00008442966,0.3005465,0.6894447,0.00261134,0.001944299,0.00002976515],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990712,0.00009094733,0.004868769,0.00004946495,0.00002182494,0.000009330955,0.00001418955,0.00006127984,0.004172141],"genre_scores_gemma":[0.996805,0.00003555749,0.002728404,0.000007063556,0.000003373405,0.000004692575,0.000006309578,0.000006294468,0.0004033734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001024382,"threshold_uncertainty_score":0.003089368,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4320150259","doi":"10.1364/fio.2022.fm5b.4","title":"Reconfigurable unitary transformations of optical beam arrays","year":2022,"lang":"en","type":"article","venue":"Frontiers in Optics + Laser Science 2022 (FIO, LS)","topic":"Neural Networks and Reservoir Computing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Photonics; Beam (structure); Unitary state; Scheme (mathematics); Unitary transformation; Computer science; Optics; Beam steering; Physics; Quantum; Mathematics","authors":[{"name":"Aldo C. Martinez-Becerril","is_ca":true},{"name":"Siwei Luo","is_ca":true},{"name":"Jordan T. R. Pagé","is_ca":true},{"name":"Li Liu","is_ca":true},{"name":"Lambert Giner","is_ca":true},{"name":"Raphael A. Abrahão","is_ca":true},{"name":"Jeff S. Lundeen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01027439819531748,"gpt":0.2199112463940508,"spread":0.2096368481987333,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002129269,0.0003234075,0.0002502359,0.0002133242,0.0003144317,0.0007322057,0.0007708652,0.0003290106,0.003549325],"category_scores_gemma":[0.0005658994,0.0002526524,0.0001770646,0.0003155654,0.0007843165,0.0008440446,0.0008769304,0.0007256672,0.0005099341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003010557,"about_ca_system_score_gemma":0.0002386331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002301597,"about_ca_topic_score_gemma":0.0003951702,"domain_scores_codex":[0.9997187,0.00004981449,0.00001381848,0.00006125084,0.00008822308,0.00006816513],"domain_scores_gemma":[0.9996629,0.0001005622,0.00007256046,0.00009634441,0.00002465214,0.00004294803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003857372,0.0002067429,0.0003816936,0.00007436168,0.0000183587,0.0001766172,0.0001829249,0.008434649,0.8471067,0.1073563,0.00106795,0.03460791],"study_design_scores_gemma":[0.0001284716,0.0003921867,0.0005713321,0.00001378485,0.000008094441,0.0001488216,0.00007220347,0.0717572,0.9039124,0.01551472,0.007429474,0.00005141189],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8122259,0.0002311072,0.1575022,0.0005938638,0.0002983422,0.0001640966,0.000249811,0.001195469,0.02753913],"genre_scores_gemma":[0.9594572,0.0000905113,0.03724679,0.00009364993,0.00002462698,0.0001010072,0.00006135015,0.00007450036,0.002850419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003549325,"threshold_uncertainty_score":0.01187372,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4320150292","doi":"10.1364/fio.2022.jtu5b.67","title":"Multiscale computational visualization of plasmonic structural coloration","year":2022,"lang":"en","type":"article","venue":"Frontiers in Optics + Laser Science 2022 (FIO, LS)","topic":"Photonic Crystals and Applications","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia; Huawei Technologies (Canada)","funders":"","keywords":"Iridescence; Visualization; Plasmon; Rendering (computer graphics); Computer science; Computer graphics (images); Structural coloration; Materials science; Optics; Artificial intelligence; Optoelectronics; Physics; Photonic crystal","authors":[{"name":"Wei Sen Loi","is_ca":true},{"name":"Kenneth J. Chau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005973803902701132,"gpt":0.2605415961009692,"spread":0.254567792198268,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003095052,0.0004854826,0.0004131389,0.0004288655,0.0004294426,0.001304061,0.0007766219,0.0007215587,0.002984237],"category_scores_gemma":[0.001464309,0.0002613383,0.000411133,0.0002865004,0.0006969589,0.0007421075,0.0009623038,0.0007859995,0.0002186968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006026814,"about_ca_system_score_gemma":0.0005148889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003532623,"about_ca_topic_score_gemma":0.003454636,"domain_scores_codex":[0.9998856,0.00003010922,0.000003542492,0.00001581819,0.0000427325,0.00002214708],"domain_scores_gemma":[0.9995149,0.000315721,0.00003939693,0.00004618411,0.00004058009,0.00004309326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001032222,0.0001354359,0.00147659,0.000118145,0.00005692584,0.0003804182,0.000508078,0.8920012,0.04695785,0.04206741,0.001385574,0.01480916],"study_design_scores_gemma":[0.00001285633,0.000009925756,0.0001492568,0.000003700738,0.000002987147,0.00001696393,0.00002243135,0.9938399,0.001748934,0.003755578,0.0004316619,0.000005944409],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5821478,0.0003085906,0.3867929,0.001885065,0.0001303214,0.00009107186,0.0004143355,0.002598861,0.02563096],"genre_scores_gemma":[0.9257307,0.0001360274,0.07173429,0.0001307276,0.0000294062,0.00005033301,0.0001502477,0.0003060716,0.001732122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003532623,"threshold_uncertainty_score":0.009983242,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4320147913","doi":"10.1364/fio.2022.ftu6e.2","title":"Few-cycle Yb laser source at 20 kHz using multidimensional solitary states in hollow-core fibers","year":2022,"lang":"en","type":"article","venue":"Frontiers in Optics + Laser Science 2022 (FIO, LS)","topic":"Laser-Matter Interactions and Applications","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa; Institut National de la Recherche Scientifique","funders":"","keywords":"Core (optical fiber); Fiber laser; Materials science; Ytterbium; Optical fiber; Fiber; Laser; Compression (physics); Thermal; Optics; Optoelectronics; Physics; Composite material","authors":[{"name":"Adrien Longa","is_ca":true},{"name":"L. Arias","is_ca":true},{"name":"Gaëtan Jargot","is_ca":true},{"name":"A. Pomerleau","is_ca":true},{"name":"Philippe Lassonde","is_ca":true},{"name":"G. Fan","is_ca":true},{"name":"Reza Safaei","is_ca":true},{"name":"P. B. Corkum","is_ca":true},{"name":"Fabio Boschini","is_ca":true},{"name":"Heide Ibrahim","is_ca":true},{"name":"François Légaré","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01105038024716407,"gpt":0.2604893278371395,"spread":0.2494389475899755,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002722589,0.0002478439,0.0002956469,0.0002188176,0.0005409407,0.0002750645,0.0005183156,0.0003841144,0.001089353],"category_scores_gemma":[0.0004230667,0.0001911803,0.0001109723,0.0003065688,0.000748347,0.0005844388,0.0004884502,0.0003143223,0.0002376709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006307749,"about_ca_system_score_gemma":0.0004764253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002208547,"about_ca_topic_score_gemma":0.003187079,"domain_scores_codex":[0.9998209,0.00001345334,0.000009546139,0.00004222233,0.00008427496,0.00002960971],"domain_scores_gemma":[0.9995763,0.0001224654,0.0001364285,0.00003955306,0.00006513727,0.00006010428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000174841,0.00004087339,0.0009272934,0.00004613558,0.000005817254,0.00008154444,0.0001425018,0.00047856,0.9946638,0.0003938656,0.00008098397,0.00296373],"study_design_scores_gemma":[0.00002515098,0.0001899994,0.002800402,0.00001005922,0.000005036819,0.00008113014,0.00003444921,0.007130331,0.9889121,0.0001301514,0.000667304,0.0000138489],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953238,0.0001315206,0.003075325,0.00007779426,0.000009319393,0.00001737372,0.00006627377,0.00008668609,0.00121187],"genre_scores_gemma":[0.9936503,0.0000926956,0.005107156,0.00001632611,0.0000106587,0.00002247336,0.00005226061,0.00002431828,0.001023913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002208547,"threshold_uncertainty_score":0.004576683,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4320150404","doi":"10.1364/fio.2022.fw6c.2","title":"Resolving sub-millisecond dynamics with single-pulse terahertz time-domain spectroscopy","year":2022,"lang":"en","type":"article","venue":"Frontiers in Optics + Laser Science 2022 (FIO, LS)","topic":"Terahertz technology and applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada; Max Planck - University of Ottawa Centre for Extreme and Quantum Photonics; University of Ottawa","funders":"","keywords":"Millisecond; Terahertz radiation; Spectroscopy; Time domain; Pulse (music); Terahertz time-domain spectroscopy; Terahertz spectroscopy and technology; Materials science; Physics; Optoelectronics; Optics; Computer science; Detector; Astronomy","authors":[{"name":"Nicolas Couture","is_ca":true},{"name":"Wei Cui","is_ca":true},{"name":"Markus Lippl","is_ca":false},{"name":"Rachel Ostic","is_ca":true},{"name":"Défi Junior Jubgang Fandio","is_ca":true},{"name":"Eeswar Kumar Yalavarthi","is_ca":true},{"name":"Aswin Vishnu Radhan","is_ca":true},{"name":"Angela Gamouras","is_ca":true},{"name":"Nicolas Y. Joly","is_ca":false},{"name":"Jean‐Michel Ménard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.002874507085266428,"gpt":0.1781568317652267,"spread":0.1752823246799603,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002243152,0.0001906073,0.0002693556,0.0002990137,0.0002637191,0.0004088245,0.000487769,0.0005419886,0.001884919],"category_scores_gemma":[0.000378076,0.0001449421,0.0001016978,0.0003106635,0.0002899031,0.0006937903,0.0004055044,0.0005518952,0.0004484002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001658155,"about_ca_system_score_gemma":0.0002681255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004321882,"about_ca_topic_score_gemma":0.001076478,"domain_scores_codex":[0.9998857,0.000008290183,0.00000733463,0.0000336778,0.00004638132,0.00001853695],"domain_scores_gemma":[0.9998068,0.00008123697,0.00003980447,0.00002877066,0.00002362393,0.00001978984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003551318,0.00001918328,0.0004343419,0.00002672049,0.000002771365,0.00002550156,0.00003648787,0.0001976311,0.9929334,0.0004239819,0.00008946157,0.005774997],"study_design_scores_gemma":[0.00001480659,0.0001363523,0.002107324,0.000004978711,0.000007979985,0.0002428702,0.00003245116,0.01447815,0.9800423,0.000439286,0.00247703,0.00001659925],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8630866,0.001123858,0.1292272,0.00048947,0.0001062433,0.0001090922,0.0005027801,0.0008619184,0.004492784],"genre_scores_gemma":[0.8404381,0.0006403378,0.1554456,0.0001241625,0.00005527582,0.000146274,0.0002697326,0.00006736693,0.002813079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001884919,"threshold_uncertainty_score":0.006305635,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4320150412","doi":"10.1364/fio.2022.ftu1e.2","title":"Measurement of the absolute radius, refractive index, and dispersion of a long cylinder","year":2022,"lang":"en","type":"article","venue":"Frontiers in Optics + Laser Science 2022 (FIO, LS)","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"RADIUS; Refractive index; Dispersion (optics); Optics; Cylinder; Whispering-gallery wave; Materials science; Normalized frequency (unit); Measure (data warehouse); Physics; Geometry; Mathematics; Laser","authors":[{"name":"Mathieu Couillard","is_ca":true},{"name":"Pablo Bianucci","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007750123763430019,"gpt":0.2047238462576212,"spread":0.1969737224941912,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004697438,0.000537103,0.0003719078,0.001376084,0.0005288415,0.000592011,0.0005676002,0.0006554761,0.0005890342],"category_scores_gemma":[0.001421385,0.0003813935,0.0001450771,0.0004718746,0.0007348743,0.001383339,0.0007890749,0.0005151343,0.000569695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003151925,"about_ca_system_score_gemma":0.0005134866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008448983,"about_ca_topic_score_gemma":0.001678484,"domain_scores_codex":[0.9994316,0.00005181808,0.00002489837,0.0001428962,0.0003105523,0.00003819244],"domain_scores_gemma":[0.9982596,0.0004344959,0.0004347914,0.0003067199,0.0004087377,0.0001556231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005528081,0.00001357867,0.002522684,0.00004935423,0.000009670744,0.00007452991,0.0001160687,0.0004445413,0.9818006,0.001041441,0.0001400504,0.01373234],"study_design_scores_gemma":[0.000008878153,0.0002178041,0.01074869,0.00001619526,0.00002568384,0.0008153907,0.0001214961,0.0101736,0.9739125,0.0005787001,0.003284643,0.00009657344],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6824732,0.002927539,0.3038992,0.0001758007,0.0001958559,0.00006776168,0.0003638121,0.001761228,0.008135594],"genre_scores_gemma":[0.8435003,0.0008425767,0.1516624,0.00006332544,0.00006606253,0.00007516095,0.0001930395,0.0001088244,0.003488313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001376084,"threshold_uncertainty_score":0.002484262,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}