{"meta":{"query_hash":"90e92cd9a5d5","filters":{"venue":"ePubs (Science and Technology Facilities Council, Research Councils UK)"},"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/90e92cd9a5d5","api":"https://metacan.xera.ac/api/v1/cohort?venue=ePubs+%28Science+and+Technology+Facilities+Council%2C+Research+Councils+UK%29"},"results":[{"id":"W3038281187","doi":"10.1109/twc.2020.3004292","title":"Spectral-energy efficiency trade-off-based beamforming design for MISO non-orthogonal multiple access systems","year":2020,"lang":"en","type":"article","venue":"ePubs (Science and Technology Facilities Council, Research Councils UK)","topic":"Advanced MIMO Systems Optimization","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Engineering and Physical Sciences Research Council; Natural Sciences and Engineering Research Council of Canada; Hashemite University","keywords":"Beamforming; Computer science; Mathematical optimization; Spectral efficiency; Optimization problem; Performance metric; Exploit; Performance improvement; Convex optimization; Resource allocation; Efficient energy use; Algorithm; Regular polygon; Mathematics","score_opus":0.09490881032377467,"score_gpt":0.2893876854535888,"score_spread":0.1944788751298141,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3038281187","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0073066805,0.00018013248,0.9908059,0.00007169071,0.000016663433,0.000028473902,0.00001381924,0.000053934044,0.0015226754],"genre_scores_gemma":[0.64333946,0.00079854904,0.35143277,0.00017222499,0.00007765469,0.0003783806,0.00007944817,0.000049930448,0.0036716359],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99924004,0.00034223573,0.000035490833,0.000087796776,0.00022378955,0.00007067302],"domain_scores_gemma":[0.9994711,0.00026238823,0.000098829034,0.000028584518,0.00011004797,0.000029111847],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009086225,0.0013058933,0.00077855994,0.00040894715,0.00026552708,0.0008305669,0.0005843507,0.00078778487,0.0013149036],"category_scores_gemma":[0.0014581576,0.0004423631,0.00044851756,0.000624179,0.00063349085,0.0007668246,0.00072236714,0.00066643395,0.00048855494],"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":[0.00010921325,0.00006872587,0.0004075115,0.00014093377,0.000055533168,0.00009213638,0.00008301315,0.9003916,0.020469459,0.014066893,0.0007455422,0.06336944],"study_design_scores_gemma":[0.000012580438,0.00011727605,0.0001297526,0.000008890088,0.000011208391,0.000031775115,0.000017297692,0.99393,0.0020932525,0.0030519273,0.0005859822,0.000010053251],"about_ca_topic_score_codex":0.00066907844,"about_ca_topic_score_gemma":0.0012794823,"teacher_disagreement_score":0.0013149036,"about_ca_system_score_codex":0.0004227905,"about_ca_system_score_gemma":0.00062666886,"threshold_uncertainty_score":0.0048053265},"labels":[],"label_agreement":null},{"id":"W3195678654","doi":"10.1093/mnras/stab2348","title":"A high occurrence of nuclear star clusters in faint Coma galaxies, and the roles of mass and environment","year":2021,"lang":"en","type":"article","venue":"ePubs (Science and Technology Facilities Council, Research Councils UK)","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","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":"Herzberg Institute of Astrophysics","funders":"Fundação de Amparo à Pesquisa do Estado do Rio Grande do Sul; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Newton Fund; National Aeronautics and Space Administration; Space Telescope Science Institute; Entomological Society of America; National Science Foundation","keywords":"Physics; Astrophysics; Galaxy; Luminosity; Luminosity function; Coma Cluster; Dwarf galaxy; Star cluster; Star formation; Astronomy; Dwarf spheroidal galaxy; Cluster (spacecraft); Galaxy cluster; Interacting galaxy","score_opus":0.02325759770279527,"score_gpt":0.22929722762759827,"score_spread":0.206039629924803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3195678654","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9988373,0.000037780672,0.0005026017,0.000015247762,4.1735797e-7,0.0000013257614,0.00008449658,0.00001368974,0.0005070745],"genre_scores_gemma":[0.99968743,0.000009981092,0.0001516634,0.0000034016325,9.882488e-7,4.823492e-7,0.00007316226,0.000001895852,0.00007099601],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998745,0.000022873895,0.0000046172863,0.000045736517,0.000018950617,0.000033245604],"domain_scores_gemma":[0.9991698,0.00017904038,0.0003010043,0.0000914912,0.000050112296,0.00020854075],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035891793,0.00018518514,0.00015186901,0.000515968,0.00030884764,0.0006085908,0.0002851991,0.00017275762,0.000999543],"category_scores_gemma":[0.0011019218,0.00016505757,0.00015772507,0.00041348086,0.0005334861,0.00024957018,0.00046603242,0.00016372756,0.00015588824],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000105024854,0.00002744724,0.9770098,0.000014746474,0.00004084451,0.00009912564,0.00019476443,0.0030867609,0.015284977,0.00066387025,0.00007599429,0.003396812],"study_design_scores_gemma":[0.0000025488093,0.000025176174,0.9932874,0.0000017663136,0.000009327453,0.000054102187,0.00008024814,0.005164914,0.0010055561,0.00025024902,0.00011361787,0.000004953735],"about_ca_topic_score_codex":0.014222606,"about_ca_topic_score_gemma":0.017314546,"teacher_disagreement_score":0.014222606,"about_ca_system_score_codex":0.00048583103,"about_ca_system_score_gemma":0.00018306976,"threshold_uncertainty_score":0.028279603},"labels":[],"label_agreement":null},{"id":"W3206005506","doi":"10.1140/epjc/s10052-021-09655-y","title":"Recommended conventions for reporting results from direct dark matter searches","year":2021,"lang":"en","type":"article","venue":"ePubs (Science and Technology Facilities Council, Research Councils UK)","topic":"Dark Matter and Cosmic Phenomena","field":"Physics and Astronomy","cited_by":197,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Science and Technology Facilities Council; Azrieli Foundation; Kavli Foundation; Deutsche Forschungsgemeinschaft; U.S. Department of Energy","keywords":"Dark matter; Physics; Set (abstract data type); Data science; Neutrino; Inference; Computer science; Particle physics; Artificial intelligence","score_opus":0.12912119505092118,"score_gpt":0.3309840483944166,"score_spread":0.2018628533434954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3206005506","genre_codex":"dataset","genre_gemma":"methods","domain_codex":null,"domain_gemma":"reporting","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":"reporting","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0029432017,0.019049171,0.22809017,0.1282055,0.102699675,0.027539238,0.23380873,0.035205655,0.22245875],"genre_scores_gemma":[0.010439636,0.025706474,0.44142702,0.12004865,0.017661339,0.06130225,0.17755993,0.018780356,0.12707432],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.8554544,0.052158233,0.051611017,0.005043867,0.031064974,0.004667563],"domain_scores_gemma":[0.39971346,0.19831961,0.060128,0.06409111,0.26641366,0.011334213],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.10508217,0.003223794,0.0040861773,0.020945413,0.0030922163,0.013474474,0.012105174,0.013716385,0.074424274],"category_scores_gemma":[0.46444815,0.003565,0.0048537585,0.023188077,0.0038593267,0.009834372,0.0068515576,0.01294524,0.13226894],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017049097,0.00007611633,0.0006043211,0.002717262,0.000058320027,0.00015849309,0.0002479004,0.00051302346,0.0008001446,0.0050031673,0.9502565,0.03939434],"study_design_scores_gemma":[0.00011261701,0.00008803479,0.002446106,0.005351553,0.00007293964,0.00017816975,0.0003122188,0.00034258314,0.0010449172,0.008364498,0.98154217,0.00014422202],"about_ca_topic_score_codex":0.013696201,"about_ca_topic_score_gemma":0.012374882,"teacher_disagreement_score":0.89491785,"about_ca_system_score_codex":0.0055634337,"about_ca_system_score_gemma":0.016881026,"threshold_uncertainty_score":0.5557343},"labels":[],"label_agreement":null},{"id":"W4206662978","doi":"10.1140/epjs/s11734-021-00295-7","title":"Recent highlights from GENIE v3","year":2021,"lang":"en","type":"article","venue":"ePubs (Science and Technology Facilities Council, Research Councils UK)","topic":"Neutrino Physics Research","field":"Physics and Astronomy","cited_by":92,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"H2020 Marie Skłodowska-Curie Actions; H2020 European Research Council; U.S. Department of Energy; High Energy Physics; Science and Technology Facilities Council; Generalitat Valenciana; European Regional Development Fund","keywords":"Neutrino; Milestone; Physics; Core (optical fiber); Physics beyond the Standard Model; Computer science; Particle physics; Geography; Telecommunications","score_opus":0.09562257018904956,"score_gpt":0.3233118929376939,"score_spread":0.22768932274864434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206662978","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0062815365,0.1206082,0.026408667,0.18240227,0.11844751,0.00036004276,0.029090023,0.015816437,0.5005853],"genre_scores_gemma":[0.038154203,0.12716845,0.048024546,0.107758574,0.039436854,0.0010086123,0.081809215,0.028742634,0.5278969],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99689734,0.0005658762,0.000115125025,0.0004382024,0.0014426939,0.0005407627],"domain_scores_gemma":[0.99425226,0.0007626151,0.00025100002,0.0007615758,0.0020268885,0.001945611],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009909664,0.0014279038,0.00068617536,0.0013481837,0.0012813818,0.0056910613,0.0030109147,0.0024926686,0.09752642],"category_scores_gemma":[0.011596543,0.0006474248,0.0010190231,0.002533684,0.00083199143,0.004319314,0.00498554,0.004321412,0.07897773],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015268182,0.000022630456,0.00020879443,0.00030157831,0.000014079793,0.00006889205,0.00004658984,0.00038743814,0.0006449901,0.015449103,0.91884154,0.06386176],"study_design_scores_gemma":[0.0000080639265,0.000016666383,0.0001656531,0.00006248092,0.0000029556945,0.000037031637,0.0000115353105,0.00006100107,0.00027234099,0.001652628,0.9977028,0.000006877638],"about_ca_topic_score_codex":0.0062703155,"about_ca_topic_score_gemma":0.005998132,"teacher_disagreement_score":0.09752642,"about_ca_system_score_codex":0.003713655,"about_ca_system_score_gemma":0.0066128457,"threshold_uncertainty_score":0.32625842},"labels":[],"label_agreement":null},{"id":"W7011376005","doi":"","title":"Measurement of the polar angle distribution of leptons from W boson decay as a function of the W transverse momentum in proton anti-proton collisions at s**(1/2) = 1.8-TeV","year":2003,"lang":"en","type":"article","venue":"ePubs (Science and Technology Facilities Council, Research Councils UK)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Istituto Nazionale di Fisica Nucleare; Korea Science and Engineering Foundation; National Science Council; Alfred P. Sloan Foundation; Fermilab; U.S. Department of Energy; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Lepton; Proton; Transverse plane; Distribution (mathematics); Polar; Polar coordinate system; Momentum (technical analysis)","score_opus":0.06798899733898092,"score_gpt":0.2899072467842033,"score_spread":0.2219182494452224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7011376005","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9921405,0.00046713208,0.002023975,0.000091006405,0.000014706738,0.000009017103,0.00066030346,0.00007299959,0.004520351],"genre_scores_gemma":[0.99751484,0.00021684573,0.0005535951,0.00003402019,0.000010987253,0.000009791127,0.00054941716,0.000019727418,0.0010908062],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9997894,0.000042900043,0.0000070536717,0.00007416699,0.00003873701,0.000047771],"domain_scores_gemma":[0.9990671,0.00049796386,0.00021980112,0.000050643335,0.00006426213,0.00010007414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004315959,0.00035418506,0.00022976815,0.00079442037,0.00050779746,0.0009127681,0.0004690648,0.00071301387,0.0034603933],"category_scores_gemma":[0.0007353023,0.00048477371,0.00021200762,0.00084607175,0.0005058431,0.0004866827,0.00042478417,0.0006606625,0.0005876533],"study_design_candidate":"observational","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":[0.009968943,0.0003991606,0.10135708,0.00023237245,0.00023301537,0.0016917061,0.00055871654,0.0025637483,0.8673005,0.0039231298,0.00095781096,0.010813618],"study_design_scores_gemma":[0.0004977463,0.001528987,0.47135133,0.000053933247,0.0002064478,0.002889632,0.0004220537,0.013791581,0.50435895,0.0020613016,0.002693509,0.00014445749],"about_ca_topic_score_codex":0.00073285843,"about_ca_topic_score_gemma":0.00093669683,"teacher_disagreement_score":0.0034603933,"about_ca_system_score_codex":0.00024570542,"about_ca_system_score_gemma":0.00014031224,"threshold_uncertainty_score":0.011576235},"labels":[],"label_agreement":null},{"id":"W7053204113","doi":"","title":"Unconventional properties of the noncentrosymmetric superconductor Re8NbTa","year":2024,"lang":"en","type":"other","venue":"ePubs (Science and Technology Facilities Council, Research Councils UK)","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Science and Engineering Research Board; Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Superconductivity; Work (physics); High-temperature superconductivity; Coupling (piping); Ferromagnetism","score_opus":0.08414914016117306,"score_gpt":0.26677446146326383,"score_spread":0.18262532130209078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7053204113","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8680327,0.0013335827,0.0027206682,0.0008030473,0.0002566057,0.000015300804,0.00040525373,0.00043200047,0.12600082],"genre_scores_gemma":[0.98080057,0.00019730105,0.0011065038,0.000045897657,0.00006069704,0.000015720247,0.00023123679,0.00012252115,0.017419698],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998729,0.000025510046,0.000006279984,0.000022664362,0.000046999467,0.000025655576],"domain_scores_gemma":[0.999785,0.000055222154,0.000028240216,0.00006321013,0.00004639474,0.00002201642],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018704722,0.00024109184,0.0002927065,0.0004347936,0.00042816316,0.000841521,0.00047348655,0.00033632168,0.009094481],"category_scores_gemma":[0.0004902214,0.00015347237,0.00012565391,0.0002299531,0.00064395374,0.0005049697,0.0005225191,0.00033897508,0.0013383924],"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":[0.0012683027,0.00013083563,0.002382536,0.0007367774,0.000050304043,0.0012645128,0.0006937963,0.00194013,0.69868976,0.2543639,0.015842233,0.02263702],"study_design_scores_gemma":[0.0004759677,0.00078383565,0.03243027,0.00034695896,0.00011954402,0.00578365,0.0009562337,0.100484304,0.5340781,0.17772727,0.14659059,0.00022328249],"about_ca_topic_score_codex":0.00079081603,"about_ca_topic_score_gemma":0.0014312678,"teacher_disagreement_score":0.009094481,"about_ca_system_score_codex":0.00030190567,"about_ca_system_score_gemma":0.00019202875,"threshold_uncertainty_score":0.030424058},"labels":[],"label_agreement":null},{"id":"W7055566178","doi":"","title":"CUTEst : a constrained testing environment with safe threads","year":2013,"lang":"en","type":"article","venue":"ePubs (Science and Technology Facilities Council, Research Councils UK)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council; Natural Sciences and Engineering Research Council of Canada","keywords":"Relation (database); Process (computing); Component (thermodynamics); Troubleshooting; Software","score_opus":0.06240866161830178,"score_gpt":0.26406162558501434,"score_spread":0.20165296396671256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7055566178","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0073495773,0.00039006502,0.7747334,0.00027714184,0.00015549592,0.00022544272,0.0016694978,0.20929648,0.0059029083],"genre_scores_gemma":[0.26134714,0.00046996554,0.6322101,0.0009720863,0.0001336056,0.0010468493,0.007333383,0.085179366,0.011307655],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9920536,0.0019946974,0.0007270346,0.001553694,0.0029506632,0.0007203071],"domain_scores_gemma":[0.97908014,0.013694815,0.00094299635,0.0042354423,0.0013110893,0.00073560735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0068842797,0.003446813,0.0019196348,0.0015587637,0.0010946295,0.004074096,0.009539771,0.0027452987,0.037799757],"category_scores_gemma":[0.026612958,0.0036683588,0.0026940322,0.0012132019,0.0026514488,0.008843752,0.008367189,0.0040083095,0.0074398075],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009969575,0.00091694854,0.009903229,0.0036903124,0.0008678233,0.002005269,0.0023685123,0.11155898,0.038581565,0.106181234,0.20285228,0.5111043],"study_design_scores_gemma":[0.0016921259,0.0006580111,0.0012294744,0.00048594785,0.00029787436,0.000944375,0.00024673445,0.6170704,0.056535173,0.17162095,0.14880055,0.00041849355],"about_ca_topic_score_codex":0.003152413,"about_ca_topic_score_gemma":0.0042629726,"teacher_disagreement_score":0.037799757,"about_ca_system_score_codex":0.000946704,"about_ca_system_score_gemma":0.002790997,"threshold_uncertainty_score":0.12645274},"labels":[],"label_agreement":null},{"id":"W7056658125","doi":"","title":"Future-proof parallelism for electron-atom scattering codes with PRMAT","year":2010,"lang":"en","type":"article","venue":"ePubs (Science and Technology Facilities Council, Research Councils UK)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Science and Technology Facilities Council; Queen's University; Eidgenössische Technische Hochschule Zürich; Queen's University Belfast","keywords":"Fortran; Computation; Code (set theory); Scattering; Suite; Propagator; Quantum computer; Logarithm","score_opus":0.031512998929003666,"score_gpt":0.29223557827044155,"score_spread":0.2607225793414379,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056658125","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.043313082,0.00069153897,0.88012207,0.0013384533,0.00044044934,0.00017547738,0.0008105044,0.02444901,0.048659366],"genre_scores_gemma":[0.33324763,0.00032660028,0.64355534,0.00045757747,0.0002105539,0.0003332028,0.0017539473,0.0030700504,0.017045172],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99900705,0.00029736848,0.00006292274,0.00012125033,0.00040098545,0.00011048426],"domain_scores_gemma":[0.9973694,0.00082301954,0.00011586071,0.00093881506,0.00062726537,0.00012564143],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018069363,0.00048280228,0.00046744363,0.00044219336,0.00082628365,0.0013028434,0.002433979,0.00076905766,0.012756622],"category_scores_gemma":[0.0061570024,0.0003534076,0.0008652432,0.00076361495,0.0009297914,0.002798206,0.0018973418,0.0016264259,0.004239634],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016161605,0.000334741,0.0051495666,0.00039629426,0.00010257115,0.00044449585,0.00071759714,0.18391423,0.015423118,0.4648614,0.054790143,0.2722497],"study_design_scores_gemma":[0.00018814365,0.00014170469,0.00047384825,0.00003786535,0.000018051811,0.00014266105,0.000056201017,0.8543798,0.0111644855,0.090029195,0.04333552,0.00003259298],"about_ca_topic_score_codex":0.0032043485,"about_ca_topic_score_gemma":0.0041207327,"teacher_disagreement_score":0.012756622,"about_ca_system_score_codex":0.0010444078,"about_ca_system_score_gemma":0.0018022697,"threshold_uncertainty_score":0.042675138},"labels":[],"label_agreement":null}]}