{"meta":{"query_hash":"be38a5973760","filters":{"venue":"Ultrafast Science"},"cohort_total":8,"direct_labels_cover":0,"predictions_cover":8,"exported":8,"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/be38a5973760","api":"https://metacan.xera.ac/api/v1/cohort?venue=Ultrafast+Science"},"results":[{"id":"W3146829467","doi":"10.34133/ultrafastscience.0034","title":"Optical Measurement of Photorecombination Time Delays","year":2023,"lang":"en","type":"article","venue":"Ultrafast Science","topic":"Laser-Matter Interactions and Applications","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":"Joint Attosecond Science Laboratory","funders":"Air Force Office of Scientific Research; Canada Research Chairs","keywords":"Physics; Attosecond; Electron; Ultrashort pulse; Atomic physics; Collision; Coupling (piping); Ion; Field (mathematics); Pulse (music); Optics; Laser; Quantum mechanics","score_opus":0.015248470040120343,"score_gpt":0.2642825790145432,"score_spread":0.24903410897442288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3146829467","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":[0.96388865,3.4494528e-7,0.0055198567,0.00034184477,0.000101958576,0.00011887029,0.000017945571,0.000039834747,0.029970711],"genre_scores_gemma":[0.99926734,1.6961327e-7,0.00028119973,0.000011769862,0.000028799817,0.00002927521,0.000007837218,0.0000033913232,0.00037024595],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992777,0.000004937567,0.00012349969,0.0001494024,0.00030085997,0.00014360322],"domain_scores_gemma":[0.9995578,0.000025578049,0.000044368837,0.00015024518,0.00017100973,0.000050990973],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029957347,0.00004733412,0.00005693588,0.00008488136,0.00013349284,0.000032865562,0.00018114188,0.0000067025217,0.00046124746],"category_scores_gemma":[0.000010540128,0.000041878913,0.000031670763,0.00064232975,0.00012763734,0.00016282924,0.000028421133,0.00003870088,0.00083156035],"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":[0.0000011833931,0.00009791242,0.001181948,0.000002343871,0.0000058672586,8.418106e-8,0.00011136213,0.0001826189,0.9776071,0.013068348,0.0009945612,0.006746692],"study_design_scores_gemma":[0.00017017282,0.00002943534,0.013765978,0.00002103884,0.000009347128,7.1335387e-7,0.00020250773,0.0073344694,0.97361,0.0021423383,0.0026056306,0.00010841168],"about_ca_topic_score_codex":0.00003276577,"about_ca_topic_score_gemma":6.1587673e-7,"teacher_disagreement_score":0.035378676,"about_ca_system_score_codex":0.000026422887,"about_ca_system_score_gemma":0.00006611873,"threshold_uncertainty_score":0.9999464},"labels":[],"label_agreement":null},{"id":"W4365150398","doi":"10.34133/ultrafastscience.0029","title":"Observation of Refractive Index Line Shape in Ultrafast XUV Transient Absorption Spectroscopy","year":2023,"lang":"en","type":"article","venue":"Ultrafast Science","topic":"Laser-Matter Interactions and Applications","field":"Physics and Astronomy","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":"Carleton University; Joint Attosecond Science Laboratory; University of Ottawa","funders":"Army Research Office; Shanghai Rising-Star Program; ShanghaiTech University; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Extreme ultraviolet; Refractive index; Ultrashort pulse; Optics; Absorption spectroscopy; Materials science; Physics; Laser","score_opus":0.020576370641423133,"score_gpt":0.3000968058554125,"score_spread":0.27952043521398934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4365150398","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":[0.98773956,6.025108e-7,0.008404438,0.00059095206,0.00012328394,0.00022569513,0.00006175365,0.00003942446,0.0028142885],"genre_scores_gemma":[0.9991584,0.000003282198,0.0003422237,0.000039923947,0.00008200284,0.00006435876,0.000052566407,0.000008771615,0.00024849782],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987809,0.0000157023,0.00030687876,0.00033430904,0.00028419172,0.00027800296],"domain_scores_gemma":[0.9993601,0.000072056544,0.00013676714,0.0002384465,0.00012781324,0.00006484586],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028369305,0.00011090843,0.00013418027,0.0002636976,0.00014290884,0.000050211,0.0002573115,0.000022061999,0.00031743848],"category_scores_gemma":[0.000012264802,0.00010491862,0.000051734754,0.0020097394,0.0001827689,0.000548013,0.000021093869,0.00015160131,0.00014032733],"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":[0.00001358351,0.00024208937,0.02653719,0.000006999192,0.0000055437768,3.6917888e-7,0.0008546907,0.003961248,0.96185964,0.002199482,0.00006958795,0.0042495457],"study_design_scores_gemma":[0.00038077007,0.00005837502,0.44569284,0.000061945866,0.000007651732,8.884132e-7,0.0014387362,0.024228945,0.52597916,0.0010872909,0.0008931509,0.00017026377],"about_ca_topic_score_codex":0.00036659962,"about_ca_topic_score_gemma":0.000035537945,"teacher_disagreement_score":0.4358805,"about_ca_system_score_codex":0.00006107044,"about_ca_system_score_gemma":0.00010070389,"threshold_uncertainty_score":0.42784572},"labels":[],"label_agreement":null},{"id":"W4389190097","doi":"10.34133/ultrafastscience.0052","title":"Metalens-Based Compressed Ultracompact Femtophotography: Analytical Modeling and Simulations","year":2023,"lang":"en","type":"article","venue":"Ultrafast Science","topic":"Photoacoustic and Ultrasonic Imaging","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Compressed sensing; Materials science; Computer science; Algorithm","score_opus":0.021376224686679598,"score_gpt":0.2630210241774128,"score_spread":0.2416447994907332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389190097","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":[0.9216011,0.000028896338,0.07640425,0.000042121377,0.00015653254,0.00012292397,0.000034606986,0.00062445045,0.0009850975],"genre_scores_gemma":[0.9988438,0.000012200313,0.0010239132,0.000050859435,0.000024676454,0.0000050468684,0.00000940362,0.000017898255,0.000012212317],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986489,0.000009908471,0.00018785623,0.0002957436,0.00035331852,0.00050428894],"domain_scores_gemma":[0.99927795,0.00022078984,0.00001541391,0.00022582713,0.000058525282,0.00020148946],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029976162,0.00015562517,0.00016883489,0.00042249198,0.0002856947,0.00012863635,0.0002331817,0.00003177125,0.00002797893],"category_scores_gemma":[0.00011248332,0.00014885288,0.00005070131,0.0017359003,0.00036571643,0.00029672627,0.000016978332,0.0001553111,0.000019255996],"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":[0.0000015834506,0.0000074572094,0.0007404708,0.000014957341,0.0000065087174,0.000003192028,0.00010867675,0.80982524,0.18897763,0.000058252823,0.000013618865,0.00024242802],"study_design_scores_gemma":[0.00022042266,0.000007995452,0.0024695054,0.000025556847,0.000022120252,0.0000058378996,0.00012589069,0.98277956,0.014025004,0.00009779092,0.000039316095,0.00018100232],"about_ca_topic_score_codex":0.00001953221,"about_ca_topic_score_gemma":0.0000027107196,"teacher_disagreement_score":0.17495263,"about_ca_system_score_codex":0.00003259445,"about_ca_system_score_gemma":0.0000573056,"threshold_uncertainty_score":0.60700446},"labels":[],"label_agreement":null},{"id":"W4389305937","doi":"10.34133/ultrafastscience.0038","title":"Reconstructing Molecular Orbitals with Laser-Induced Electron Tunneling Spectroscopy","year":2023,"lang":"en","type":"article","venue":"Ultrafast Science","topic":"Spectroscopy and Quantum Chemical Studies","field":"Physics and Astronomy","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Joint Attosecond Science Laboratory","funders":"Science and Technology Department of Hubei Province; Chinese Academy of Sciences; National Natural Science Foundation of China","keywords":"Molecular orbital; Molecular orbital theory; Atomic orbital; Atomic physics; X-ray photoelectron spectroscopy; Electron; Molecular physics; Spectroscopy; Chemistry; Physics; Molecule; Nuclear magnetic resonance; Quantum mechanics","score_opus":0.010392846620475021,"score_gpt":0.271753870376246,"score_spread":0.26136102375577097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389305937","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":[0.98558146,0.0000053697877,0.00064181146,0.00018407968,0.00012142608,0.00012850006,0.000007931889,0.00016139407,0.013168047],"genre_scores_gemma":[0.9985689,0.0000019367587,0.0011402853,0.000034503915,0.00014020746,0.000020792033,0.000006796857,0.000016548667,0.00007003929],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981198,0.000012827417,0.00018288381,0.0005182041,0.00036827227,0.0007980283],"domain_scores_gemma":[0.9994024,0.000076249555,0.00008696151,0.00022715637,0.000073915544,0.00013332826],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002996127,0.00019004704,0.00019966587,0.00011392327,0.0005204535,0.00012200266,0.00032480937,0.000020332154,0.000082868646],"category_scores_gemma":[0.000035735597,0.00015352144,0.00005498758,0.0016252957,0.00031473296,0.00025664375,0.000068699694,0.00021020729,0.00010303393],"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":[0.000009955282,0.000016910863,0.0075958255,0.0000034995005,0.00001552452,0.0000047278677,0.00014500451,0.000063564294,0.9866699,0.004928579,0.000017151595,0.00052938843],"study_design_scores_gemma":[0.00021396465,0.00009676239,0.00037927416,0.00003417101,0.000011461504,0.0000047375374,0.00085762417,0.00072171347,0.9942311,0.0031932748,0.000036456546,0.00021946708],"about_ca_topic_score_codex":0.000056972454,"about_ca_topic_score_gemma":0.0000018084878,"teacher_disagreement_score":0.013098008,"about_ca_system_score_codex":0.00005261393,"about_ca_system_score_gemma":0.0001279951,"threshold_uncertainty_score":0.6260423},"labels":[],"label_agreement":null},{"id":"W4392602066","doi":"10.34133/ultrafastscience.0059","title":"Ultrafast Imaging","year":2024,"lang":"en","type":"article","venue":"Ultrafast Science","topic":"Advanced Optical Sensing Technologies","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Ultrashort pulse; Physics; Optics; Laser","score_opus":0.004259934091391901,"score_gpt":0.2644655697870885,"score_spread":0.2602056356956966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392602066","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":[0.7682907,0.00006095637,0.15886998,0.0016212312,0.0008640647,0.00014001437,0.000015987222,0.00126357,0.06887347],"genre_scores_gemma":[0.9941944,0.0000011744631,0.005341439,0.000037333924,0.00012070261,0.000003982167,0.0000015021328,0.0000115262965,0.00028792943],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987634,0.0000045313996,0.000121787314,0.0004239806,0.00025170186,0.00043459245],"domain_scores_gemma":[0.9995001,0.00008471304,0.000017573873,0.00026695023,0.000048384376,0.00008229388],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001690549,0.00011868661,0.00008684957,0.00012776762,0.00022190073,0.00028598343,0.0003917456,0.000012129831,0.00011801151],"category_scores_gemma":[0.000046804787,0.00009781695,0.000045913628,0.00094227074,0.0009751575,0.0005494709,0.000083054154,0.00018371594,0.00031265433],"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":[0.000001598752,0.00003375292,0.007952564,0.0000073450237,0.0000056819454,0.000016327045,0.0002508583,0.000309936,0.39821124,0.3656896,0.00012363594,0.22739744],"study_design_scores_gemma":[0.00014186038,0.000027915277,0.0040583955,0.00016257347,0.000017307175,0.000027383754,0.0011773426,0.020905832,0.873823,0.08282964,0.016283466,0.0005452714],"about_ca_topic_score_codex":0.000017206681,"about_ca_topic_score_gemma":3.62197e-7,"teacher_disagreement_score":0.47561175,"about_ca_system_score_codex":0.000040505405,"about_ca_system_score_gemma":0.00008419273,"threshold_uncertainty_score":0.40186432},"labels":[],"label_agreement":null},{"id":"W4411828996","doi":"10.34133/ultrafastscience.0107","title":"Engineering Spectro-Temporal Light States with Physics-Embedded Deep Learning","year":2025,"lang":"en","type":"article","venue":"Ultrafast Science","topic":"Neural Networks and Reservoir Computing","field":"Computer Science","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":"Polytechnique Montréal","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Deep learning; Computer science; Artificial intelligence","score_opus":0.002905637762060213,"score_gpt":0.20073979741437414,"score_spread":0.19783415965231393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411828996","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":[0.19485365,0.00006631932,0.80162024,0.00070770114,0.0003892369,0.000120715966,1.2341827e-7,0.0003483023,0.0018936786],"genre_scores_gemma":[0.9695815,0.000009131685,0.029820394,0.00012549348,0.00010110471,0.0000047570534,7.0939893e-7,0.000007584436,0.0003493297],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99804264,0.00002471404,0.0001847135,0.0006362933,0.00045052404,0.00066109037],"domain_scores_gemma":[0.99914604,0.00010878675,0.00007843645,0.00041535843,0.0001198242,0.000131562],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000402731,0.00018713293,0.00017500311,0.00016123439,0.00052773196,0.0005733805,0.0014499623,0.000025930092,0.0000034657764],"category_scores_gemma":[0.00004282065,0.00014106784,0.00004457728,0.0025459863,0.00015060946,0.0008084954,0.0003505184,0.0003106823,0.000015269698],"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":[0.000009170896,0.000061455314,0.0040864917,0.000040079394,0.000018689538,0.000055326047,0.0014130141,0.8864196,0.05011255,0.0325498,0.00006975291,0.025164068],"study_design_scores_gemma":[0.00020045912,0.00008054235,0.0012503375,0.0001126824,0.0000033175843,0.00001699785,0.00007110511,0.9504123,0.045678735,0.00047459963,0.0014679335,0.00023104575],"about_ca_topic_score_codex":0.00001401249,"about_ca_topic_score_gemma":0.0000055276523,"teacher_disagreement_score":0.7747278,"about_ca_system_score_codex":0.000063014486,"about_ca_system_score_gemma":0.00013906167,"threshold_uncertainty_score":0.57525796},"labels":[],"label_agreement":null},{"id":"W4416775238","doi":"10.34133/ultrafastscience.0124","title":"Upconversion Photoluminescence Lifetime Imaging via Multi-Prior Physics-Enhanced Deep Learning","year":2025,"lang":"en","type":"article","venue":"Ultrafast Science","topic":"Luminescence Properties of Advanced Materials","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Youth Innovation Promotion Association of the Chinese Academy of Sciences; National Natural Science Foundation of China","keywords":"Photoluminescence; Photon upconversion; Subpixel rendering; Image resolution; Deep learning; Compressed sensing; Spectral imaging; Ultrashort pulse","score_opus":0.0062217053661960744,"score_gpt":0.24825119458526182,"score_spread":0.24202948921906575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416775238","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":[0.8269133,0.000118166674,0.16816619,0.00024199876,0.0023231506,0.000512441,0.000004315136,0.0005121558,0.0012082823],"genre_scores_gemma":[0.97793555,0.00003448949,0.020354517,0.00040856405,0.00011471155,0.000051447045,0.0000031865884,0.000027755754,0.0010697847],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.996129,0.000096945325,0.0005613437,0.0013016978,0.00076484744,0.0011462176],"domain_scores_gemma":[0.9981173,0.00012263106,0.00029200962,0.0007147257,0.0005176408,0.00023564258],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011349383,0.00040060637,0.0004321943,0.0002450408,0.0012991563,0.0005171403,0.0017153027,0.00006552921,0.00033246295],"category_scores_gemma":[0.0010118659,0.00036464495,0.00009133458,0.0013464699,0.0019195476,0.0024003887,0.00058041274,0.00023196904,0.00083879614],"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":[0.00005084846,0.000087902175,0.0007868509,0.00006770192,0.0000020752673,0.0000056896897,0.00059757754,0.0007343048,0.9882416,0.00004633253,0.000013368841,0.009365723],"study_design_scores_gemma":[0.0006728271,0.000037662605,0.0011042506,0.00023162483,0.000016775584,0.000010420305,0.0005318484,0.007556471,0.98908776,0.0000811527,0.00023823587,0.00043094592],"about_ca_topic_score_codex":0.00012268205,"about_ca_topic_score_gemma":0.0000073048914,"teacher_disagreement_score":0.15102224,"about_ca_system_score_codex":0.0002911323,"about_ca_system_score_gemma":0.00029857855,"threshold_uncertainty_score":0.99993914},"labels":[],"label_agreement":null},{"id":"W4416775707","doi":"10.34133/ultrafastscience.0129","title":"On the Overestimation of Efficiency in Relativistic Electron Scattering","year":2025,"lang":"en","type":"article","venue":"Ultrafast Science","topic":"Crystallography and Radiation Phenomena","field":"Physics and Astronomy","cited_by":1,"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":"Natural Sciences and Engineering Research Council of Canada","keywords":"Scattering; Scaling; Electron; Electron scattering; Relativistic quantum chemistry; Diffraction; Formalism (music)","score_opus":0.0050568274241409,"score_gpt":0.24206264601470334,"score_spread":0.23700581859056244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416775707","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":[0.94293463,0.0000038272187,0.010494504,0.00018977938,0.00005111496,0.00009744014,0.0000022204208,0.0000053316285,0.046221122],"genre_scores_gemma":[0.9998112,2.1598132e-7,0.00003158157,0.000028562838,0.0000063431244,0.000006644706,8.16955e-7,0.0000011795524,0.000113466805],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9994952,0.00001421529,0.0001162356,0.00012427836,0.00011945723,0.00013061229],"domain_scores_gemma":[0.999631,0.00016358103,0.00004878896,0.00012305928,0.00002097847,0.000012597678],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002806778,0.00004547687,0.000051488998,0.00016401346,0.00012371967,0.000021769492,0.00017067911,0.0000058742985,0.00003283661],"category_scores_gemma":[0.000033743727,0.00003177184,0.000020872616,0.0010311235,0.000216948,0.00008237576,0.000013384073,0.0000681202,0.000002382737],"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":[0.000004305246,0.00006770341,0.011716476,0.0000040351365,0.0000022107483,3.3791885e-8,0.00032137297,0.009181608,0.04287817,0.9347361,0.000010223721,0.0010778016],"study_design_scores_gemma":[0.0006401774,0.000128082,0.5417796,0.00025586874,0.000012862171,2.5470595e-7,0.00062768,0.029583925,0.07929936,0.3473355,0.0000907481,0.00024598773],"about_ca_topic_score_codex":0.000015669215,"about_ca_topic_score_gemma":8.1663296e-7,"teacher_disagreement_score":0.58740056,"about_ca_system_score_codex":0.000021280253,"about_ca_system_score_gemma":0.00007320313,"threshold_uncertainty_score":0.12956181},"labels":[],"label_agreement":null}]}