{"meta":{"query_hash":"b2374cda4467","filters":{"venue":"Nuclear Science and Engineering"},"cohort_total":59,"direct_labels_cover":0,"predictions_cover":59,"exported":59,"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/b2374cda4467","api":"https://metacan.xera.ac/api/v1/cohort?venue=Nuclear+Science+and+Engineering"},"results":[{"id":"W106235518","doi":"10.13182/nse02-a2310","title":"A Spent-Fuel Combination Method for Minimizing Composition Variability of DUPIC Fuel","year":2002,"lang":"en","type":"article","venue":"Nuclear Science and Engineering","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Fissile material; Spent nuclear fuel; Nuclear engineering; Pressurized water reactor; MOX fuel; Fuel element failure; Environmental science; Spent fuel pool; Thorium fuel cycle; Waste management; Radiochemistry; Plutonium; Chemistry; Neutron; Nuclear physics; Engineering; Physics","score_opus":0.012703939702781053,"score_gpt":0.2121701967376829,"score_spread":0.19946625703490184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W106235518","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":[0.8963239,0.00022536468,0.094942614,0.00010938442,0.0007970347,0.00043895657,0.000015804135,0.00058985915,0.0065570814],"genre_scores_gemma":[0.96751666,0.000046560246,0.032342706,0.0000114860795,0.000038608254,0.0000052794717,0.0000010618238,0.00003480147,0.0000028237455],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991578,0.0000043981054,0.00017835689,0.00018284816,0.0001994382,0.0002771665],"domain_scores_gemma":[0.99955523,0.00006444068,0.00002327057,0.00015794813,0.0000789163,0.00012021578],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004550149,0.00012592143,0.00016977375,0.00014785695,0.000058514684,0.00006102505,0.00014589341,0.00004452759,0.00001645345],"category_scores_gemma":[0.000078566605,0.00013990299,0.000037338443,0.00037836723,0.000045038003,0.0003655196,0.000035475125,0.000098289296,0.0000038152116],"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":[0.0000045365864,0.00006157676,0.00004327986,0.000920324,0.000029028346,9.13115e-7,0.0015211263,0.057483036,0.8950575,0.030052105,0.00017204876,0.014654548],"study_design_scores_gemma":[0.0002314994,0.000033868884,0.0010208385,0.00004088662,0.00001151535,0.000004792709,0.00003750732,0.994102,0.0013728555,0.00016912821,0.0028188613,0.0001562581],"about_ca_topic_score_codex":0.000004206564,"about_ca_topic_score_gemma":1.4062006e-7,"teacher_disagreement_score":0.9366189,"about_ca_system_score_codex":0.000080129765,"about_ca_system_score_gemma":0.000005324923,"threshold_uncertainty_score":0.5705078},"labels":[],"label_agreement":null},{"id":"W112735019","doi":"10.13182/nse04-a2424","title":"Optimized Algorithm for Collision Probability Calculations in Cubic Geometry","year":2004,"lang":"en","type":"article","venue":"Nuclear Science and Engineering","topic":"Infrastructure Maintenance and Monitoring","field":"Engineering","cited_by":7,"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":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Fundação de Amparo à Pesquisa do Estado de São Paulo; Polytechnique Montréal","keywords":"Hexahedron; Computation; Collision; Cube (algebra); Algorithm; Domain (mathematical analysis); Work (physics); Extension (predicate logic); Homogeneous; Geometry; Computer science; Mathematics; Mathematical analysis; Physics; Combinatorics; Finite element method","score_opus":0.00641207430464085,"score_gpt":0.20529679780230414,"score_spread":0.19888472349766328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W112735019","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":[0.91170615,0.000046736688,0.08725181,0.000029411269,0.00043630015,0.0002269405,0.0000031402217,0.00016591947,0.00013359127],"genre_scores_gemma":[0.78602916,0.000016472888,0.2138576,0.000009273514,0.000055055436,0.000013917173,5.1112784e-7,0.000015894093,0.0000020961454],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99927104,0.0000010697322,0.00012604712,0.00016590262,0.00013761074,0.00029830626],"domain_scores_gemma":[0.9997487,0.000014939978,0.000008223612,0.00010769353,0.000051416406,0.000068998874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002728637,0.00009373672,0.00010829069,0.00019734752,0.00009788235,0.00005983927,0.000106445055,0.000045404482,0.0000017289859],"category_scores_gemma":[0.00007762949,0.00009182838,0.000020571746,0.00054070354,0.000054131066,0.00030899348,0.000028186942,0.000101274345,0.0000015857677],"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":[0.0000013458288,0.000004413589,0.00002243317,0.000028346298,0.0000019232682,0.0000011467586,0.00023441398,0.9774984,0.011176469,0.0008785261,0.0000061304077,0.01014645],"study_design_scores_gemma":[0.0005412047,0.000020729034,0.004818099,0.000057765526,0.0000031484185,0.0000064531623,0.00007209517,0.9904803,0.0027129024,0.0002716034,0.00085797225,0.00015771738],"about_ca_topic_score_codex":0.000013673127,"about_ca_topic_score_gemma":0.0000011950243,"teacher_disagreement_score":0.1266058,"about_ca_system_score_codex":0.00021840018,"about_ca_system_score_gemma":0.00002525683,"threshold_uncertainty_score":0.37446523},"labels":[],"label_agreement":null},{"id":"W123889794","doi":"10.13182/nse05-a2531","title":"Refueling Simulation Strategy of a CANDU Reactor Based on Optimum Zone Controller Water Levels","year":2005,"lang":"en","type":"article","venue":"Nuclear Science and Engineering","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Controller (irrigation); Environmental science; Nuclear engineering; Range (aeronautics); Bundle; Control theory (sociology); Computer science; Engineering; Materials science; Control (management)","score_opus":0.012882711100468876,"score_gpt":0.20712628278329762,"score_spread":0.19424357168282874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W123889794","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":[0.99347466,0.000033860655,0.0038472004,0.000030098137,0.00014618714,0.00010260951,0.000005649542,0.00026395303,0.0020957852],"genre_scores_gemma":[0.99837345,0.0000066925663,0.0014298476,0.000024707837,0.000104944425,0.0000019712415,8.089371e-7,0.000051007097,0.000006546312],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99898404,0.0000025874474,0.00019212055,0.00018471772,0.00029132282,0.00034521244],"domain_scores_gemma":[0.99960697,0.000030859184,0.00001573059,0.00016071417,0.00006648039,0.00011926966],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023782658,0.00016436774,0.00018595159,0.00019970554,0.000056126042,0.00007277833,0.00013689628,0.000054974375,0.000030186426],"category_scores_gemma":[0.00002288681,0.00014102791,0.000032322358,0.00023074925,0.00004321102,0.0003610887,0.000023046083,0.00015946304,0.000014831168],"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":[0.0000040035543,0.000006503749,0.0000019981032,0.00002465004,0.0000047503613,5.5088566e-7,0.00009321927,0.67607296,0.3182006,0.00025291645,0.0000065553336,0.005331328],"study_design_scores_gemma":[0.00030488468,0.00003672177,0.0005076971,0.000050516126,0.000006161829,0.0000010141646,0.000019145633,0.98552567,0.007369841,0.0000026540088,0.005996395,0.00017930228],"about_ca_topic_score_codex":0.000008084637,"about_ca_topic_score_gemma":4.7170468e-7,"teacher_disagreement_score":0.31083074,"about_ca_system_score_codex":0.00008953685,"about_ca_system_score_gemma":0.000012436984,"threshold_uncertainty_score":0.5750951},"labels":[],"label_agreement":null},{"id":"W1537712277","doi":"10.13182/nse138-1-25","title":"A Parametric Study of the DUPIC Fuel Cycle to Reflect Pressurized Water Reactor Fuel Management Strategy","year":2001,"lang":"en","type":"article","venue":"Nuclear Science and Engineering","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Nuclear engineering; Pressurized water reactor; Spent nuclear fuel; Spent fuel pool; Nuclear reactor core; Environmental science; Fuel cycle; Neutron transport; Burnup; Nuclear physics; Neutron; Physics; Engineering","score_opus":0.011162611678387665,"score_gpt":0.2088328869589723,"score_spread":0.19767027528058465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1537712277","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":[0.99458855,0.00004071773,0.00005064751,0.000020564983,0.00025207305,0.00029431633,9.852254e-7,0.00018959751,0.0045625516],"genre_scores_gemma":[0.99955475,0.000054524582,0.0002548978,0.000015057972,0.000037176073,0.0000100880725,1.5479291e-7,0.000048691763,0.000024647885],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998692,0.0000053999784,0.00019239193,0.0002450944,0.00040626875,0.0004588403],"domain_scores_gemma":[0.9993665,0.000012273356,0.000014344203,0.0003811929,0.00004589535,0.000179796],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025221682,0.00017596399,0.00018151586,0.0002641559,0.000069024834,0.00011936182,0.00040707356,0.00003242114,0.000012947788],"category_scores_gemma":[0.000025539326,0.00012710283,0.000032159405,0.0011907675,0.000032814663,0.0002748209,0.00018489324,0.00015693092,0.000015969541],"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":[0.000021888905,0.00018388174,0.00032445087,0.00039715745,0.0001051176,0.000025387057,0.0042791152,0.5085564,0.47656688,0.0012144141,0.00015436232,0.008170929],"study_design_scores_gemma":[0.002327419,0.0006832881,0.121373266,0.00027710907,0.00016140635,0.000051344687,0.0027042422,0.8008856,0.005906708,0.00018041016,0.06382723,0.0016219316],"about_ca_topic_score_codex":0.000029270368,"about_ca_topic_score_gemma":0.0000028153906,"teacher_disagreement_score":0.47066015,"about_ca_system_score_codex":0.000068709,"about_ca_system_score_gemma":0.000006639215,"threshold_uncertainty_score":0.51831025},"labels":[],"label_agreement":null},{"id":"W1970476206","doi":"10.13182/nse13-26","title":"A Presentation of the OPTEX Reflector Model","year":2014,"lang":"en","type":"article","venue":"Nuclear Science and Engineering","topic":"Power Systems and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Reflector (photography); Presentation (obstetrics); Computer science; Nuclear engineering; Physics; Optics; Engineering; Medicine","score_opus":0.00799653957857676,"score_gpt":0.19151306061998455,"score_spread":0.18351652104140778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970476206","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":[0.9924738,0.000035151523,0.0041295956,0.00003607074,0.00016893906,0.00004057863,4.5123375e-7,0.00018993556,0.0029254812],"genre_scores_gemma":[0.99835867,0.000007107211,0.0016014135,0.0000054011616,0.000008936354,0.000001342966,1.4810297e-8,0.0000066996927,0.000010395171],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99965364,0.0000010922519,0.00006029757,0.00006242334,0.00012123094,0.00010131604],"domain_scores_gemma":[0.9998187,0.000006007284,0.000008293786,0.00013037579,0.000018344466,0.000018304117],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001286258,0.000040900362,0.00004920518,0.00005118515,0.000039732837,0.000021285261,0.00016261179,0.000021250822,7.9196803e-7],"category_scores_gemma":[0.0000572246,0.000029742278,0.000010175519,0.00021501958,0.00005899695,0.00012436378,0.000043427877,0.000047669146,0.0000012413726],"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":[5.1115944e-7,0.00000257689,0.000118931144,0.00007411222,0.0000039498273,8.171957e-8,0.00047986876,0.37757078,0.5991585,0.016801212,0.00021298628,0.005576477],"study_design_scores_gemma":[0.000030292096,0.0000054928587,0.0020605053,0.000016932481,0.0000012118091,0.0000013968845,0.000023539053,0.9893548,0.0072764074,0.000053381795,0.0011370766,0.000038976366],"about_ca_topic_score_codex":0.000003908905,"about_ca_topic_score_gemma":6.1376335e-7,"teacher_disagreement_score":0.61178404,"about_ca_system_score_codex":0.0000141715545,"about_ca_system_score_gemma":0.000004728776,"threshold_uncertainty_score":0.12128548},"labels":[],"label_agreement":null},{"id":"W1971124571","doi":"10.13182/nse12-59","title":"Effect of Lattice-Level Homogenization and Group Condensation on Calculated Kinetics Parameters of a Natural-Uranium-Fueled Equilibrium CANDU Core","year":2013,"lang":"en","type":"article","venue":"Nuclear Science and Engineering","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ontario Institute of Technology","funders":"","keywords":"Homogenization (climate); Delayed neutron; Nuclear reactor core; Neutron flux; Neutron; Materials science; Thermodynamics; Nuclear physics; Physics; Mechanics; Chemistry; Neutron temperature","score_opus":0.008997378130740542,"score_gpt":0.19213997154757112,"score_spread":0.1831425934168306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1971124571","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":[0.99920493,0.00006181905,0.00014827616,0.0000059751806,0.00016885229,0.00015842602,0.000003763667,0.00009130751,0.00015664673],"genre_scores_gemma":[0.9990808,0.000021790616,0.0008361981,0.0000053229874,0.000014202432,0.0000026606078,0.0000021626447,0.000035201912,0.0000016705076],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99926835,0.000004527163,0.00016861662,0.00014610477,0.00021126446,0.00020114265],"domain_scores_gemma":[0.99962926,0.00006096292,0.00003081351,0.0001285835,0.000067598725,0.00008276005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013783388,0.00014451025,0.00019553193,0.00015250054,0.000025125379,0.000044954682,0.000094294286,0.000051470102,0.0000043213827],"category_scores_gemma":[0.000052945936,0.00013347634,0.000022083756,0.0003629658,0.00008559909,0.00025876836,0.000033690834,0.00011330481,0.000002224024],"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":[0.000004970228,0.0000056630574,0.0001221187,0.00021232363,0.000015612963,4.9948704e-7,0.00020556521,0.026269924,0.9679467,0.00068180426,0.00000620694,0.004528595],"study_design_scores_gemma":[0.00032627778,0.00021406692,0.01500835,0.000100319834,0.000019773597,0.000004694452,0.000023790402,0.94923306,0.034852948,0.000008852042,0.00003552434,0.0001723573],"about_ca_topic_score_codex":0.000037037076,"about_ca_topic_score_gemma":4.993516e-7,"teacher_disagreement_score":0.9330938,"about_ca_system_score_codex":0.000036360216,"about_ca_system_score_gemma":0.0000038077578,"threshold_uncertainty_score":0.54430073},"labels":[],"label_agreement":null},{"id":"W2017982551","doi":"10.13182/nse02-11","title":"Perturbation Theory for Lattice Cell Calculations","year":2003,"lang":"en","type":"article","venue":"Nuclear Science and Engineering","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Collision; Perturbation (astronomy); Neutron transport; Lattice (music); Physics; Parametric statistics; Statistical physics; Neutron flux; Convection–diffusion equation; Neutron; Mechanics; Mathematics; Nuclear physics; Quantum mechanics; Computer science; Statistics","score_opus":0.006328633568746445,"score_gpt":0.1772355480839129,"score_spread":0.17090691451516646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2017982551","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":[0.8843032,0.00036199627,0.055388264,0.000035120553,0.0010638374,0.00034756633,0.000008706752,0.00098969,0.057501625],"genre_scores_gemma":[0.99234295,0.00002054978,0.0074624876,0.000018019016,0.000039298535,0.0000059740973,5.709985e-7,0.000042311716,0.00006783969],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999419,0.0000021347457,0.00008356607,0.00013197289,0.00012047822,0.00024285438],"domain_scores_gemma":[0.9997003,0.00004092031,0.0000072897183,0.0001143818,0.000045269808,0.000091848255],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026325753,0.000098901015,0.00007632246,0.0000954989,0.00012243552,0.00008681269,0.000083954576,0.000032062417,0.000010280442],"category_scores_gemma":[0.00007419554,0.00010354298,0.00002119979,0.00027960786,0.000032527456,0.00030006754,0.000010935159,0.00007713087,0.000009080506],"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":[0.0000015434035,0.000011581954,0.000009583331,0.00012622548,0.000010299317,6.0593436e-7,0.00064425485,0.11593134,0.22768293,0.6525647,0.00017176554,0.0028451784],"study_design_scores_gemma":[0.00016775136,0.000017938579,0.00036446546,0.000014996889,0.000011517583,0.0000048246793,0.0001107359,0.91407764,0.0024937026,0.00094638387,0.08155205,0.00023798492],"about_ca_topic_score_codex":5.297565e-7,"about_ca_topic_score_gemma":6.43811e-8,"teacher_disagreement_score":0.7981463,"about_ca_system_score_codex":0.0000494341,"about_ca_system_score_gemma":0.00001123562,"threshold_uncertainty_score":0.42223603},"labels":[],"label_agreement":null},{"id":"W2026091431","doi":"10.13182/nse12-62l","title":"Letter to the Editor","year":2013,"lang":"en","type":"letter","venue":"Nuclear Science and Engineering","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Atomic Energy (Canada)","funders":"","keywords":"Nuclear engineering; Computer science; Engineering","score_opus":0.1075237596725044,"score_gpt":0.3854488706201123,"score_spread":0.2779251109476079,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026091431","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005451861,0.000038747272,0.00001214496,0.9780761,0.01386377,0.00029639585,0.0000029492878,0.00006241961,0.0021956128],"genre_scores_gemma":[0.0012764676,0.000038086815,0.00047865885,0.93098533,0.06357752,0.00008994267,9.771427e-7,0.000029087121,0.003523946],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986903,0.000029427689,0.00015432434,0.00025787996,0.00036837228,0.00049971044],"domain_scores_gemma":[0.99920404,0.00021353732,0.000050036375,0.0003001663,0.00015854463,0.00007369626],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00060623436,0.00013084195,0.00013123534,0.0001308652,0.0011237316,0.00008766486,0.00035034033,0.00017257045,0.00021609211],"category_scores_gemma":[0.00037490792,0.000085572006,0.000017717468,0.00028517086,0.0000816484,0.00031547179,0.00029160656,0.0015033324,0.00314878],"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":[5.54026e-7,0.0000010358925,0.00000590833,0.000055819124,0.000004222266,0.0000024862493,0.0024131902,0.0000048751617,0.00014614365,0.000009226295,0.99708015,0.00027638432],"study_design_scores_gemma":[0.000025035644,0.000020315698,0.00059865153,0.00006695372,0.000007058099,0.0000030737936,0.00053574075,0.00021160419,3.0251468e-7,0.0000012282017,0.9984166,0.0001134542],"about_ca_topic_score_codex":0.00005941419,"about_ca_topic_score_gemma":6.475169e-7,"teacher_disagreement_score":0.04971375,"about_ca_system_score_codex":0.00008364667,"about_ca_system_score_gemma":0.00008937315,"threshold_uncertainty_score":0.9976274},"labels":[],"label_agreement":null},{"id":"W2044431312","doi":"10.13182/nse13-90","title":"Eigenvalue Implicit Sensitivity to Self-Shielding Calculations in Heterogeneous Geometries","year":2015,"lang":"en","type":"article","venue":"Nuclear Science and Engineering","topic":"Numerical methods in inverse problems","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Electromagnetic shielding; Sensitivity (control systems); Eigenvalues and eigenvectors; Statistical physics; Physics; Nuclear engineering; Computational physics; Quantum mechanics; Engineering","score_opus":0.07058020080809543,"score_gpt":0.3241916755951765,"score_spread":0.253611474787081,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044431312","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":[0.98358214,0.0000103382945,0.015478782,0.000118166325,0.00014243503,0.00011634222,8.390796e-7,0.00013560896,0.00041533294],"genre_scores_gemma":[0.72602445,0.0000017915811,0.27387717,0.000058444588,0.00002002602,0.000002694281,2.525824e-8,0.00001182065,0.0000035835585],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990509,0.00001668199,0.00013802336,0.00021752749,0.00028386607,0.00029297714],"domain_scores_gemma":[0.99934715,0.00018010789,0.000019453108,0.0001656992,0.00007109427,0.00021652444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016000427,0.00008811935,0.00013734613,0.0002892019,0.00008243756,0.00007852529,0.00010514518,0.000036882495,0.000003427655],"category_scores_gemma":[0.002497816,0.00008746944,0.000015295018,0.001120753,0.000048145033,0.00019915066,0.00015957688,0.00010789345,0.000013156298],"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":[0.000029691837,0.00024501877,0.005347384,0.0003371614,0.000053792908,0.0001630406,0.030997623,0.32239467,0.4740633,0.13198164,0.00042532352,0.03396135],"study_design_scores_gemma":[0.00038481975,0.0001480541,0.004389133,0.00011466866,0.000019665613,0.00016141066,0.00083983724,0.9700174,0.007534051,0.010975085,0.00476588,0.0006499938],"about_ca_topic_score_codex":0.000054491968,"about_ca_topic_score_gemma":0.000004953057,"teacher_disagreement_score":0.64762276,"about_ca_system_score_codex":0.00015194573,"about_ca_system_score_gemma":0.00003138382,"threshold_uncertainty_score":0.35669002},"labels":[],"label_agreement":null},{"id":"W2058323736","doi":"10.13182/nse13-4","title":"Examination of Separate-Effect and Integral Phenomena Within a Grid Spacer with Mixing Vanes: Results for the MATiS-H OECD/NEA Benchmark Exercise","year":2014,"lang":"en","type":"article","venue":"Nuclear Science and Engineering","topic":"Heat transfer and supercritical fluids","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Korea Atomic Energy Research Institute; Canadian Nuclear Safety Commission; McMaster University","keywords":"Turbulence; Benchmark (surveying); Grid; Large eddy simulation; Computer science; Turbulence modeling; Computational fluid dynamics; Sensitivity (control systems); Reynolds-averaged Navier–Stokes equations; Reynolds number; Mechanics; Flow (mathematics); Mixing (physics); Simulation; Statistical physics; Physics; Mathematics; Engineering; Geology","score_opus":0.005217160492992645,"score_gpt":0.1935983324866504,"score_spread":0.18838117199365775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2058323736","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":[0.98777336,0.0001323286,0.010555222,0.000039414117,0.00013100679,0.00024031353,0.000007087117,0.00008229785,0.001038956],"genre_scores_gemma":[0.998107,0.000052804608,0.0017476659,0.000011054069,0.000044106662,0.000014201878,8.965604e-7,0.000018871357,0.0000034034567],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99925053,0.000008098391,0.00014721416,0.00017129334,0.00019103735,0.00023182468],"domain_scores_gemma":[0.999518,0.00023610366,0.0000021657963,0.00010998334,0.00004351231,0.000090259346],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009242816,0.00012629575,0.00016126466,0.00008542908,0.00011430592,0.00008412986,0.00009986601,0.000036050635,0.0000026230125],"category_scores_gemma":[0.00009464969,0.00008336258,0.000016210626,0.00017940393,0.00014515933,0.00028190864,0.000015859561,0.00009990297,0.000001194176],"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":[0.0003736922,0.000060309623,0.00047051854,0.0045668455,0.00012254911,0.0000095665355,0.042719245,0.120266646,0.69429606,0.027500648,0.00034491805,0.109269],"study_design_scores_gemma":[0.00058895897,0.00027769292,0.006032896,0.00022025986,0.000032011358,0.000012592721,0.00035807226,0.98356944,0.00837294,0.0000116290175,0.00034016193,0.00018333265],"about_ca_topic_score_codex":0.0000110137225,"about_ca_topic_score_gemma":0.0000033633453,"teacher_disagreement_score":0.8633028,"about_ca_system_score_codex":0.000021169713,"about_ca_system_score_gemma":0.0000078062585,"threshold_uncertainty_score":0.33994272},"labels":[],"label_agreement":null},{"id":"W2078383247","doi":"10.13182/nse13-93","title":"Lithium Adsorption on Magnetite, Lepidocrocite, and Maghemite at Elevated Temperatures","year":2015,"lang":"en","type":"article","venue":"Nuclear Science and Engineering","topic":"Iron oxide chemistry and applications","field":"Energy","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canadian Nuclear Laboratories","funders":"","keywords":"Maghemite; Lepidocrocite; Magnetite; Adsorption; Lithium (medication); Materials science; Inorganic chemistry; Chemistry; Metallurgy; Physical chemistry; Goethite","score_opus":0.01079660123897474,"score_gpt":0.20594531726093923,"score_spread":0.19514871602196449,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078383247","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":[0.9911838,0.000055549008,0.000004242463,0.00023130662,0.00004508318,0.000033022705,0.0000014761654,0.00009721597,0.008348311],"genre_scores_gemma":[0.9981043,0.000029395896,0.0005146939,0.00014525105,0.000061605846,0.000004010829,0.000001966227,0.000010944054,0.0011278348],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99937814,0.0000024598767,0.000071330294,0.00020981928,0.00016351357,0.00017473148],"domain_scores_gemma":[0.99964005,0.000013366423,0.000014727425,0.00013024954,0.000050087616,0.00015150807],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015171124,0.00008382577,0.000061959356,0.00004941234,0.000110806024,0.00008456987,0.000088644854,0.00004001128,0.000023944796],"category_scores_gemma":[0.00008187371,0.00007845267,0.000008315251,0.00025257058,0.00009899999,0.00016076244,0.000059883296,0.00009018288,0.000034287103],"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":[0.000006987147,0.000008206199,0.0000752611,0.000013216793,0.0000011721745,0.0000011941878,0.00016216366,0.0011027699,0.9916523,0.0057256897,0.0007595322,0.0004914864],"study_design_scores_gemma":[0.00096021255,0.000220721,0.021112205,0.00010852744,0.000017692582,0.00013878886,0.0003890248,0.07732642,0.35752118,0.00024859898,0.5412104,0.0007462293],"about_ca_topic_score_codex":0.000017148956,"about_ca_topic_score_gemma":0.0000012618971,"teacher_disagreement_score":0.63413113,"about_ca_system_score_codex":0.00005166985,"about_ca_system_score_gemma":0.000011623718,"threshold_uncertainty_score":0.31992072},"labels":[],"label_agreement":null},{"id":"W2084435125","doi":"10.13182/nse12-31","title":"Simulation of Unsteady Flow Through a String of CANDU Fuel Bundles in a Pressure Tube","year":2013,"lang":"en","type":"article","venue":"Nuclear Science and Engineering","topic":"Heat transfer and supercritical fluids","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Bundle; String (physics); Mechanics; Computational fluid dynamics; Coolant; Flow (mathematics); Tube (container); Rod; Fluid dynamics; Physics; Computer science; Mechanical engineering; Materials science; Engineering; Nuclear physics; Theoretical physics","score_opus":0.010046819522383212,"score_gpt":0.20921091733529557,"score_spread":0.19916409781291236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084435125","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":[0.99201137,0.0002453077,0.0067042424,0.000011398656,0.000059314778,0.00009116016,0.0000031844477,0.000051476844,0.0008225626],"genre_scores_gemma":[0.9983696,0.00003424803,0.0015650542,0.0000053385183,0.000010797237,0.0000023075524,1.8495528e-7,0.000011599986,8.7260963e-7],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993512,0.000003130351,0.00016964154,0.0001023016,0.00017627468,0.00019742915],"domain_scores_gemma":[0.9997517,0.0000478052,9.147197e-7,0.00009023653,0.000054629643,0.000054717955],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012509203,0.00007543869,0.00013918111,0.00009815831,0.000018830986,0.000022691664,0.00009710522,0.000042548236,0.000027226719],"category_scores_gemma":[0.00006147388,0.000073180934,0.000016078142,0.0003333938,0.000069967624,0.00050425966,0.000016422879,0.0000862744,0.0000017937443],"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":[0.0000010132431,0.000008579503,0.0003460585,0.0002945907,0.0000045949737,4.8364706e-7,0.0015945756,0.7947703,0.19982132,0.0022555813,0.0000030235346,0.0008998599],"study_design_scores_gemma":[0.00013325259,0.000022353684,0.0061355825,0.00008383248,0.00000440004,7.648537e-7,0.00014368404,0.9899941,0.0032268453,0.0000376599,0.00013800806,0.00007951216],"about_ca_topic_score_codex":0.0001852997,"about_ca_topic_score_gemma":0.000006312313,"teacher_disagreement_score":0.19659448,"about_ca_system_score_codex":0.000016347343,"about_ca_system_score_gemma":0.000011886999,"threshold_uncertainty_score":0.2984232},"labels":[],"label_agreement":null},{"id":"W2106507373","doi":"10.13182/nse02-a2265","title":"Adjoint and Generalized Adjoint Flux Calculations Using the Collision Probability Technique","year":2002,"lang":"en","type":"article","venue":"Nuclear Science and Engineering","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Adjoint equation; Flux (metallurgy); Computation; Neutron flux; Simple (philosophy); Applied mathematics; Collision; Mathematics; Iterative method; Physics; Mathematical optimization; Mathematical analysis; Computer science; Algorithm; Neutron; Partial differential equation; Quantum mechanics; Chemistry","score_opus":0.02197948183593566,"score_gpt":0.1981417559447396,"score_spread":0.17616227410880395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2106507373","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":[0.9935666,0.0002066002,0.0045985267,0.00006443032,0.0001615547,0.0002475509,0.0000028365023,0.00033887898,0.0008130561],"genre_scores_gemma":[0.9893197,0.00007266684,0.0104809925,0.000016739787,0.000054451775,0.000008982634,3.0270456e-7,0.000039168022,0.0000070255164],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99911904,0.0000048951683,0.00015660512,0.00020775372,0.00021633487,0.00029534847],"domain_scores_gemma":[0.9995696,0.000018205521,0.000014027773,0.00022856079,0.000047249898,0.0001223803],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002841503,0.00015282886,0.00013299231,0.000101707155,0.00024718093,0.00015892558,0.00013997205,0.00004852546,0.000020641299],"category_scores_gemma":[0.00004297762,0.00012502851,0.000025122843,0.00049180636,0.00012542361,0.000329921,0.00009201122,0.00018253521,0.000004476586],"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":[9.700133e-7,0.000011919202,0.000027814332,0.000088384244,0.000011650034,0.0000024431577,0.0006779124,0.26244214,0.7260582,0.0071673733,0.00014288766,0.003368327],"study_design_scores_gemma":[0.000079792284,0.000011633023,0.00082374463,0.00003432073,0.000008114062,0.000031163774,0.000033998884,0.99156535,0.001557925,0.00005127153,0.0056312713,0.00017141021],"about_ca_topic_score_codex":0.000017515995,"about_ca_topic_score_gemma":8.265856e-7,"teacher_disagreement_score":0.7291232,"about_ca_system_score_codex":0.00009831635,"about_ca_system_score_gemma":0.000006846934,"threshold_uncertainty_score":0.5098515},"labels":[],"label_agreement":null},{"id":"W2186153411","doi":"10.13182/nse159-153","title":"Benchmark Calculation of WIMS/RFSP against Physics Measurement Data of Wolsong Nuclear Power Plants","year":2008,"lang":"en","type":"article","venue":"Nuclear Science and Engineering","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Criticality; Nuclear data; Nuclear engineering; Nuclear physics; Physics; Neutron; Engineering","score_opus":0.03365220814703504,"score_gpt":0.19810944654417006,"score_spread":0.16445723839713502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2186153411","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":[0.99636334,0.00012013488,0.0005850097,0.000005745385,0.00023720735,0.00008171708,0.000016437474,0.00014554404,0.0024448836],"genre_scores_gemma":[0.9980838,0.00016941088,0.0016363416,0.000006983455,0.000046228575,5.610127e-7,0.0000034042669,0.000052388616,9.377018e-7],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986242,0.0000029829362,0.00024253648,0.00023263817,0.00060845824,0.00028919498],"domain_scores_gemma":[0.9992738,0.000012226118,0.000042134743,0.00045589646,0.00010314354,0.00011281937],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030371908,0.00016496661,0.00022960607,0.000119594726,0.00008399318,0.000023945022,0.00040402348,0.000048794576,0.0000062559347],"category_scores_gemma":[0.000044748136,0.00017535697,0.00002982909,0.00041042006,0.00012371376,0.00059781614,0.00015509206,0.0001436923,0.000004602713],"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":[0.0000059488307,0.000037155027,0.00016073335,0.00018632392,0.00005059811,0.0000057322695,0.0014830921,0.104551926,0.8858319,0.0018431364,0.0004468363,0.005396624],"study_design_scores_gemma":[0.0002432024,0.000039407038,0.012633292,0.00017664762,0.000011683844,0.000011022012,0.00010828922,0.97581923,0.003741499,0.000007342193,0.0068948963,0.00031347925],"about_ca_topic_score_codex":0.000012846818,"about_ca_topic_score_gemma":3.4929116e-7,"teacher_disagreement_score":0.8820904,"about_ca_system_score_codex":0.00006924859,"about_ca_system_score_gemma":0.00002577915,"threshold_uncertainty_score":0.71508497},"labels":[],"label_agreement":null},{"id":"W2241945766","doi":"10.13182/nse10-45","title":"A Monte Carlo Lattice Code with Probability Tables and Optimized Energy Meshes","year":2011,"lang":"en","type":"article","venue":"Nuclear Science and Engineering","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Monte Carlo method; Polygon mesh; Statistical physics; Dynamic Monte Carlo method; Quantum Monte Carlo; Electromagnetic shielding; Lattice (music); Neutron transport; Computer science; Hybrid Monte Carlo; Mathematics; Physics; Markov chain Monte Carlo; Geometry; Statistics; Nuclear physics; Neutron","score_opus":0.011849832251236026,"score_gpt":0.15632990488614878,"score_spread":0.14448007263491275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2241945766","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":[0.994692,0.00021219927,0.0011809993,0.000011521576,0.00010185338,0.00007370476,0.000004133541,0.0004391076,0.00328447],"genre_scores_gemma":[0.97807854,0.00012844853,0.021688579,0.000013384065,0.000025472067,0.000005962106,1.4936228e-7,0.00005144101,0.0000080340615],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991037,0.000002562714,0.00011269567,0.00024655575,0.00018695068,0.00034752183],"domain_scores_gemma":[0.9995555,0.000014887695,0.000012384976,0.00018962678,0.000048258753,0.00017929505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016625243,0.0001797569,0.00017500922,0.00009568225,0.00009620083,0.00010337278,0.00014982765,0.0000407705,0.0000104765195],"category_scores_gemma":[0.000017870909,0.00015855498,0.000014556616,0.0003272703,0.00013567106,0.0005184681,0.00006689213,0.00011813285,0.0000016263934],"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":[0.00015405248,0.00017214582,0.0015253337,0.0013540859,0.00036629074,0.00009936389,0.016360907,0.6007986,0.22546197,0.101002246,0.000412537,0.05229245],"study_design_scores_gemma":[0.00030194139,0.00006437983,0.0031857514,0.00006936933,0.000021416166,0.00003372784,0.0001419148,0.98557127,0.0009397432,0.000050592058,0.009231087,0.0003888397],"about_ca_topic_score_codex":0.00010164343,"about_ca_topic_score_gemma":0.0000075644143,"teacher_disagreement_score":0.38477263,"about_ca_system_score_codex":0.000041713847,"about_ca_system_score_gemma":0.000013185557,"threshold_uncertainty_score":0.6465684},"labels":[],"label_agreement":null},{"id":"W2257902201","doi":"10.13182/nse162-56","title":"Development of the Subgroup Projection Method for Resonance Self-Shielding Calculations","year":2009,"lang":"en","type":"article","venue":"Nuclear Science and Engineering","topic":"Gas Dynamics and Kinetic Theory","field":"Mathematics","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Electromagnetic shielding; Monte Carlo method; Projection (relational algebra); Resonance (particle physics); Physics; Shielding effect; Representation (politics); Energy (signal processing); Statistical physics; Computational physics; Materials science; Mathematics; Atomic physics; Algorithm; Quantum mechanics; Statistics","score_opus":0.019165223150204944,"score_gpt":0.2799277071808445,"score_spread":0.2607624840306395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2257902201","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":[0.9372123,0.000014846189,0.062140126,0.000114841365,0.00007905575,0.00016389326,4.036475e-7,0.00004266836,0.00023187073],"genre_scores_gemma":[0.5270886,0.0000012097289,0.4728793,0.000010448078,0.0000073026235,0.0000016445708,1.9510843e-8,0.0000029899106,0.00000849587],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996039,0.000002932938,0.00009370048,0.00008605605,0.00011268017,0.00010068767],"domain_scores_gemma":[0.99979436,0.00003624441,0.000026412306,0.00008262702,0.000042090163,0.000018262523],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058649905,0.000039689614,0.000052218726,0.000041448588,0.00015319062,0.000017732973,0.00009308436,0.000017603725,6.470134e-7],"category_scores_gemma":[0.00014880866,0.000029433926,0.000014491999,0.00020621649,0.000015487685,0.000056624995,0.000021344269,0.000035850782,9.228606e-8],"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":[0.0000034656016,0.000029493594,0.00002183157,0.000058271187,0.0000041689796,7.7670464e-8,0.0055520735,0.00070212974,0.15221268,0.8080261,0.000014947346,0.0333748],"study_design_scores_gemma":[0.00014341928,0.000027261203,0.015468777,0.00007032685,0.000010785949,0.0000060326965,0.00023651976,0.9688285,0.0029901343,0.0076700114,0.0044426653,0.00010557365],"about_ca_topic_score_codex":7.421221e-7,"about_ca_topic_score_gemma":9.116054e-7,"teacher_disagreement_score":0.96812636,"about_ca_system_score_codex":0.000028216498,"about_ca_system_score_gemma":0.000026048408,"threshold_uncertainty_score":0.12002806},"labels":[],"label_agreement":null},{"id":"W2283744486","doi":"10.13182/nse08-16","title":"Determination of Operator Action Times during a Loss-of-Feedwater Event Using Extreme Value Statistics","year":2010,"lang":"en","type":"article","venue":"Nuclear Science and Engineering","topic":"Nuclear Engineering Thermal-Hydraulics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Boiler feedwater; Uncertainty analysis; Reliability engineering; Loss-of-coolant accident; Statistics; Confidence interval; Computer science; Mathematics; Boiler (water heating); Engineering","score_opus":0.012442632255642332,"score_gpt":0.22503342877419635,"score_spread":0.21259079651855403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2283744486","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":[0.9891394,0.000017074579,0.010146839,0.0000046867644,0.00041519027,0.000073540505,0.000005650183,0.00013076936,0.00006689153],"genre_scores_gemma":[0.94636095,0.000016809969,0.053517163,0.000002533749,0.000047907302,0.0000011010992,4.0403728e-7,0.00004762506,0.0000054800626],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999109,0.0000034288478,0.0002253896,0.00015072257,0.00026760314,0.00024382422],"domain_scores_gemma":[0.9995793,0.000016738373,0.000034644683,0.00019094428,0.00008961144,0.00008877185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024170971,0.00013656009,0.0001547491,0.000242418,0.0000608476,0.000041489566,0.00017646537,0.000065853135,0.000027641527],"category_scores_gemma":[0.000064769774,0.00014632783,0.00002273394,0.00029324272,0.0001070557,0.00041089748,0.0000611628,0.00018038953,0.0000042714446],"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":[0.0000022584366,0.000006611347,0.000047217793,0.00015531911,0.0000048576503,0.0000021160267,0.00026767084,0.14499924,0.85216975,0.00049745984,0.0000023300195,0.0018451744],"study_design_scores_gemma":[0.00011923907,0.000016637541,0.0057555884,0.000048442136,0.000010666549,0.000030058636,0.000024368863,0.9055933,0.08801588,0.000011478658,0.00022362634,0.0001507525],"about_ca_topic_score_codex":0.00000876449,"about_ca_topic_score_gemma":0.0000013739754,"teacher_disagreement_score":0.7641539,"about_ca_system_score_codex":0.000059908612,"about_ca_system_score_gemma":0.000019343373,"threshold_uncertainty_score":0.5967076},"labels":[],"label_agreement":null},{"id":"W2390504140","doi":"","title":"Fuel management study on quarter core refueling for Ling Ao NPP","year":2012,"lang":"en","type":"article","venue":"Nuclear Science and Engineering","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Core (optical fiber); Nuclear engineering; Environmental science; Engineering; Computer science; Telecommunications","score_opus":0.018522995345130126,"score_gpt":0.22491755671016622,"score_spread":0.2063945613650361,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2390504140","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":[0.99213654,0.0001063864,0.0014790943,0.000012842068,0.00094567216,0.00033057018,0.000002343728,0.0005055327,0.0044809952],"genre_scores_gemma":[0.99722755,0.000023904659,0.00239226,0.000023673849,0.00023075922,0.000018028486,5.4995724e-7,0.00007432051,0.00000897831],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99879664,0.0000014767588,0.00015196505,0.0002116533,0.00026953954,0.0005686967],"domain_scores_gemma":[0.9995218,0.000023137232,0.000013056108,0.00022475766,0.00003160295,0.00018567947],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038979214,0.0001914221,0.00015225606,0.00020083791,0.00013087477,0.00011974925,0.00018898034,0.000035478693,0.0000043512305],"category_scores_gemma":[0.000015928017,0.00019284763,0.000032694577,0.00034225156,0.00002447011,0.00042487797,0.00005479781,0.00015082378,0.000026537744],"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":[0.00007412782,0.0008170946,0.0026406136,0.0027052546,0.0005451457,0.000031877782,0.03009564,0.22880396,0.5312111,0.14431034,0.002315299,0.05644958],"study_design_scores_gemma":[0.00083098776,0.00025119266,0.020275882,0.00017194737,0.0000555488,0.0000096636295,0.0030162192,0.91924256,0.00029033216,0.000050996987,0.05492265,0.0008820091],"about_ca_topic_score_codex":0.0000015771516,"about_ca_topic_score_gemma":1.2088344e-7,"teacher_disagreement_score":0.6904386,"about_ca_system_score_codex":0.000089692185,"about_ca_system_score_gemma":0.000003160065,"threshold_uncertainty_score":0.7864098},"labels":[],"label_agreement":null},{"id":"W2406301445","doi":"10.13182/nse15-60","title":"Sensitivity of Cross Sections to Isotopic Densities for Subgroup Resonance Self-Shielding Calculations","year":2016,"lang":"en","type":"article","venue":"Nuclear Science and Engineering","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Sensitivity (control systems); Cross section (physics); Electromagnetic shielding; Monte Carlo method; Shielded cable; Position (finance); Resonance (particle physics); Physics; Function (biology); Nuclear physics; Computational physics; Nuclear cross section; Atomic physics; Statistics; Mathematics; Optics; Computer science; Quantum mechanics; Scattering","score_opus":0.008888068067622728,"score_gpt":0.21714323652721684,"score_spread":0.2082551684595941,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2406301445","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":[0.97857624,0.000025097661,0.020431474,0.000040176856,0.0002762801,0.00011048905,0.000012113123,0.00028397256,0.00024417558],"genre_scores_gemma":[0.99416196,0.000018420205,0.005680257,0.000010059691,0.00007713947,0.00000659109,1.5512519e-7,0.000032444517,0.000012963758],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992938,0.000002253243,0.00012395563,0.00016270451,0.00014267807,0.00027462162],"domain_scores_gemma":[0.99955845,0.000078369565,0.00001099964,0.00014690467,0.00010113851,0.00010411945],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026152065,0.00010531848,0.0001233677,0.00014075171,0.00012060622,0.000060433977,0.00008050677,0.00003621596,0.0000018853557],"category_scores_gemma":[0.00009832486,0.00009476069,0.000029882252,0.00035165824,0.000053516844,0.00037768602,0.000042253665,0.000052662293,0.000003563524],"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":[0.0000025580853,0.0000070053147,0.00028824538,0.0000886885,0.000011856799,0.0000010045954,0.00060326414,0.06030365,0.9176083,0.016650168,0.000053428543,0.004381829],"study_design_scores_gemma":[0.0003014963,0.000058200625,0.060649063,0.0001926988,0.000014161176,0.0000182775,0.00008961637,0.8826754,0.02489451,0.000065698434,0.030595811,0.0004450615],"about_ca_topic_score_codex":0.000014657838,"about_ca_topic_score_gemma":0.0000042482047,"teacher_disagreement_score":0.8927138,"about_ca_system_score_codex":0.00008237251,"about_ca_system_score_gemma":0.000011908509,"threshold_uncertainty_score":0.38642287},"labels":[],"label_agreement":null},{"id":"W2472767423","doi":"10.13182/nse07-a2691","title":"An Improved Algebraic Collapsing Acceleration with General Boundary Conditions for the Characteristics Method","year":2007,"lang":"en","type":"article","venue":"Nuclear Science and Engineering","topic":"Advanced Numerical Methods in Computational Mathematics","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Acceleration; Algebraic number; Boundary (topology); Boundary value problem; Neutron transport; Mathematics; Physics; Applied mathematics; Computer science; Mathematical analysis; Classical mechanics; Nuclear physics; Neutron","score_opus":0.016072611575355233,"score_gpt":0.30709818628900515,"score_spread":0.2910255747136499,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2472767423","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14867088,0.000016057173,0.8507158,0.00004332242,0.00020247731,0.00015860115,0.0000043314753,0.00014977322,0.00003873847],"genre_scores_gemma":[0.4107893,0.0000039646147,0.58901423,0.00006888456,0.000090471294,0.000007611232,0.0000012125198,0.000022072702,0.0000022369231],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993365,0.0000039958563,0.00013885292,0.00013734668,0.00015651765,0.00022678121],"domain_scores_gemma":[0.99932826,0.0003360728,0.000024471145,0.00012397711,0.00010524509,0.00008200742],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069641386,0.00009721254,0.000095240925,0.000076439,0.00034078464,0.00016816548,0.00014041281,0.000026908408,0.0000027944518],"category_scores_gemma":[0.00014392681,0.00007527593,0.000012257874,0.00033161123,0.000102325146,0.00036521818,0.000015860162,0.00009549255,6.0455613e-7],"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":[0.000017115175,0.000019204945,0.00002144825,0.00010681388,0.000026668118,0.0000019451488,0.0008570171,0.4120447,0.47179165,0.017063893,0.000031048883,0.09801847],"study_design_scores_gemma":[0.00009361289,0.000052799274,0.002585061,0.000011570413,0.0000104110395,0.0000177545,0.000081299775,0.9937072,0.0015787116,0.00054861285,0.001195186,0.00011778858],"about_ca_topic_score_codex":7.124977e-7,"about_ca_topic_score_gemma":5.0387723e-7,"teacher_disagreement_score":0.5816625,"about_ca_system_score_codex":0.00006363718,"about_ca_system_score_gemma":0.000021319425,"threshold_uncertainty_score":0.3069663},"labels":[],"label_agreement":null},{"id":"W2472990443","doi":"10.13182/nse08-a2736","title":"Anisotropy and Particle Conservation for Trajectory-Based Deterministic Methods","year":2008,"lang":"en","type":"article","venue":"Nuclear Science and Engineering","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Quadrature (astronomy); Anisotropy; Benchmark (surveying); Conservation law; Physics; Applied mathematics; Mathematical optimization; Mathematics; Mathematical analysis; Optics; Geology","score_opus":0.02234047545480286,"score_gpt":0.24283372186071064,"score_spread":0.22049324640590778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2472990443","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":[0.95313555,0.000069733054,0.046065796,0.000030032366,0.00020144712,0.00009981675,0.0000031733448,0.00029549393,0.000098961864],"genre_scores_gemma":[0.9354028,0.000028953347,0.06444352,0.000040150768,0.000038686718,0.000007463079,4.1663037e-7,0.000035723308,0.0000022564784],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99937785,0.0000025914937,0.00010290563,0.00015718715,0.00010597825,0.00025351683],"domain_scores_gemma":[0.99965614,0.000073454314,0.000009467371,0.00010349791,0.000037563124,0.00011990507],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018931576,0.00011132099,0.00011528899,0.00006543068,0.00015484453,0.00005831387,0.00007766468,0.000031027612,0.0000025913541],"category_scores_gemma":[0.00007990189,0.000118264914,0.00001790047,0.00022177312,0.00008565804,0.00022838062,0.000016577527,0.00006786936,0.0000017575755],"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":[0.0000060619964,0.000009860103,0.00015307427,0.00015141546,0.0000103672555,0.000003887276,0.00045837415,0.039727613,0.9447019,0.0053474153,0.00008781211,0.009342236],"study_design_scores_gemma":[0.00018798301,0.00003963789,0.003733834,0.000013586593,0.0000064105016,0.000008227946,0.000020568597,0.9831755,0.0042844764,0.000019695364,0.008355798,0.00015427581],"about_ca_topic_score_codex":0.0000034844707,"about_ca_topic_score_gemma":2.4136972e-7,"teacher_disagreement_score":0.9434479,"about_ca_system_score_codex":0.000034418343,"about_ca_system_score_gemma":0.000016958424,"threshold_uncertainty_score":0.48227033},"labels":[],"label_agreement":null},{"id":"W2502398194","doi":"10.13182/nse07-a2701","title":"Isotopic and Energy Groupwise Dependence of Fuel Temperature Coefficient of Reactivity in Natural Uranium-Fueled Pressurized Heavy Water Reactors","year":2007,"lang":"en","type":"article","venue":"Nuclear Science and Engineering","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Heavy water; Burnup; Natural uranium; Uranium; Uranium-238; Uranium-235; Nuclear physics; Deuterium; Isotopes of uranium; Enriched uranium; Pressurized water reactor; Nuclear fuel; Reactivity (psychology); Nuclear engineering; Isotope; Thorium fuel cycle; MOX fuel; Neutron temperature; Neutron; Physics","score_opus":0.003378161054908666,"score_gpt":0.17259150174627588,"score_spread":0.1692133406913672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2502398194","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":[0.99880576,0.00029331527,0.00009822869,0.0000065177396,0.00023268837,0.00005228159,0.0000018308584,0.000074134114,0.0004352169],"genre_scores_gemma":[0.99947876,0.000119003635,0.00033510028,0.0000048727397,0.000026365447,0.0000010621036,6.921335e-7,0.000029756782,0.0000043894056],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989165,0.0000039360852,0.0002349934,0.000208936,0.00027240528,0.0003632501],"domain_scores_gemma":[0.9996107,0.00003642497,0.000023136065,0.00017154349,0.000056719062,0.00010148004],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038739346,0.00016356871,0.00024505123,0.00025602907,0.0000310703,0.00003594752,0.00015695013,0.00007241701,0.0000029561775],"category_scores_gemma":[0.000026866928,0.00014082578,0.000025923586,0.0003892239,0.00010329973,0.00038928387,0.000078078905,0.0002143208,3.0403257e-7],"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":[0.000013266182,0.000018425586,0.00019625835,0.00015875425,0.0000077246,0.0000051612133,0.00094660086,0.0045833285,0.9914387,0.0009801105,0.000002218451,0.0016494441],"study_design_scores_gemma":[0.0011666474,0.00012849204,0.13673458,0.00037957434,0.000026450072,0.000048743732,0.0004604648,0.3792378,0.47749808,0.000041075335,0.0034681691,0.00080991944],"about_ca_topic_score_codex":0.000090088855,"about_ca_topic_score_gemma":0.00001186149,"teacher_disagreement_score":0.51394063,"about_ca_system_score_codex":0.000051290594,"about_ca_system_score_gemma":0.000009058524,"threshold_uncertainty_score":0.5742709},"labels":[],"label_agreement":null},{"id":"W2517770111","doi":"10.13182/nse07-a2643","title":"Multigroup Adjoint Transport Solution Using the Method of Cyclic Characteristics","year":2007,"lang":"en","type":"article","venue":"Nuclear Science and Engineering","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Adjoint equation; Neutron transport; Isotropy; Mathematics; Boundary value problem; Mathematical analysis; Applied mathematics; Physics; Differential equation; Neutron; Quantum mechanics","score_opus":0.013022841733835507,"score_gpt":0.22507382523529912,"score_spread":0.21205098350146362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2517770111","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":[0.8607999,0.000039131242,0.1382446,0.0000077628365,0.00032829904,0.00006450346,0.0000026479595,0.0001464959,0.0003666332],"genre_scores_gemma":[0.9822163,0.000029675391,0.017626436,0.000009276736,0.00007812962,5.1727284e-7,4.1714588e-7,0.000038055096,0.0000011955326],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990702,0.000002065162,0.00021013124,0.00013664516,0.00024656765,0.00033433398],"domain_scores_gemma":[0.9996295,0.000028235503,0.000025237365,0.00017247157,0.00004896534,0.000095622185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006931612,0.00012904384,0.00015008882,0.00013208695,0.00009982184,0.00002829448,0.00017681949,0.000043469143,0.000004180839],"category_scores_gemma":[0.000023009898,0.00011080997,0.000034172506,0.0004720762,0.000085065636,0.00023923766,0.00003056907,0.00016976419,0.0000016471685],"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":[0.0000021596345,0.000006139052,0.00009645151,0.00006289217,0.000010597651,0.0000022160002,0.00062885863,0.023420539,0.96115065,0.0013575096,0.0000036090494,0.013258374],"study_design_scores_gemma":[0.00008478919,0.00001338128,0.027558532,0.000045570185,0.000014784179,0.000022156279,0.00012425773,0.9608821,0.008961049,0.0000058739347,0.002116831,0.00017062918],"about_ca_topic_score_codex":0.000026062913,"about_ca_topic_score_gemma":0.0000010777098,"teacher_disagreement_score":0.9521896,"about_ca_system_score_codex":0.000064568034,"about_ca_system_score_gemma":0.00001024931,"threshold_uncertainty_score":0.45186993},"labels":[],"label_agreement":null},{"id":"W2524875044","doi":"10.13182/nse155-236","title":"Solving Three-Dimensional Large-Scale Neutron Transport Problems Using Hybrid Shared-Distributed Parallelism and Characteristics Method","year":2007,"lang":"en","type":"article","venue":"Nuclear Science and Engineering","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Neutron transport; Computer science; Scalability; Computational science; Supercomputer; Context (archaeology); Distributed computing; Scale (ratio); Parallel computing; Computer engineering; Neutron; Physics","score_opus":0.009945798570483305,"score_gpt":0.2086791206686611,"score_spread":0.1987333220981778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2524875044","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":[0.9456793,0.00012912083,0.053225715,0.00001333761,0.00030120724,0.0001197492,0.000041457428,0.00037108193,0.00011899261],"genre_scores_gemma":[0.9786972,0.000025648329,0.021053594,0.000019885421,0.000115081944,0.0000015837746,0.000009601462,0.00007567617,0.0000017695847],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99841213,0.000002239543,0.0002639605,0.0003256163,0.00031571084,0.0006803533],"domain_scores_gemma":[0.9994286,0.00002697975,0.00002850198,0.00017731235,0.0000661936,0.00027244334],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00065871916,0.00024882413,0.00025049277,0.00017326018,0.00021189918,0.00012284557,0.00016359762,0.00006563928,0.000011383023],"category_scores_gemma":[0.0000158425,0.00026748554,0.00003532637,0.0003690865,0.00006256827,0.0005369244,0.00007601974,0.0002878433,0.0000032461442],"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":[0.000009827215,0.000031628417,0.00068982167,0.00031422483,0.000040900002,0.000043998363,0.00086631294,0.19730602,0.7928517,0.0009503328,0.00004760321,0.0068476493],"study_design_scores_gemma":[0.00019863801,0.00001752337,0.03385432,0.000088743815,0.000017299599,0.00006437747,0.000039326736,0.9613393,0.00044576763,0.000012511306,0.0035918516,0.0003303694],"about_ca_topic_score_codex":0.000024568106,"about_ca_topic_score_gemma":0.0000050597164,"teacher_disagreement_score":0.7924059,"about_ca_system_score_codex":0.00009351812,"about_ca_system_score_gemma":0.00001736847,"threshold_uncertainty_score":0.9999777},"labels":[],"label_agreement":null},{"id":"W2545866097","doi":"10.13182/nse16-82","title":"High-Order Linear Discontinuous and Diamond Differencing Schemes Along Cyclic Characteristics","year":2016,"lang":"en","type":"article","venue":"Nuclear Science and Engineering","topic":"Computational Fluid Dynamics and Aerodynamics","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Computer science; Quadratic equation; Applied mathematics; Mathematics; Geometry","score_opus":0.0032665083463181495,"score_gpt":0.16888332562759306,"score_spread":0.16561681728127492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2545866097","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":[0.98908365,0.000054585802,0.010293265,0.00008674043,0.00024007588,0.000043748165,0.000009793403,0.00015881962,0.000029337372],"genre_scores_gemma":[0.99453884,0.00017642442,0.005147475,0.00001644069,0.00007398398,0.0000017746455,0.0000010598984,0.000027928729,0.00001607025],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992337,0.000001870019,0.00013989196,0.000195605,0.00016935749,0.00025957284],"domain_scores_gemma":[0.99966943,0.00004581409,0.000013429359,0.00010508063,0.00005006198,0.00011616728],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001231155,0.00013200236,0.00013318927,0.000108081615,0.00010604728,0.00010247664,0.00010897129,0.00003532822,0.000004467999],"category_scores_gemma":[0.00008375498,0.000103194725,0.000012551519,0.00020074968,0.00009591849,0.00029073158,0.00008717044,0.00007890204,0.0000056430595],"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":[0.00000415899,0.000018153849,0.0047285943,0.00012801854,0.00003485721,0.000017509368,0.00047756624,0.013321714,0.8362494,0.023173684,0.000022474462,0.12182383],"study_design_scores_gemma":[0.00014194344,0.000013967666,0.11796127,0.000063128915,0.0000052249634,0.0000099197305,0.000015028623,0.8809913,0.0001540629,0.000047438625,0.00040256383,0.0001941673],"about_ca_topic_score_codex":0.000006535358,"about_ca_topic_score_gemma":0.0000023462014,"teacher_disagreement_score":0.8676696,"about_ca_system_score_codex":0.000044135304,"about_ca_system_score_gemma":0.000011244098,"threshold_uncertainty_score":0.42081589},"labels":[],"label_agreement":null},{"id":"W2736669025","doi":"10.1080/00295639.2017.1337382","title":"Effects of Endcaps and Spacer Pads on Unsteady Fluid Forces and Flow Through a 37-Element CANDU Fuel Bundle","year":2017,"lang":"en","type":"article","venue":"Nuclear Science and Engineering","topic":"Heat transfer and supercritical fluids","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computational fluid dynamics; Bundle; Mechanics; Coolant; Fluid dynamics; Flow (mathematics); Finite element method; Vibration; Tube (container); Materials science; Structural engineering; Mechanical engineering; Physics; Engineering; Composite material","score_opus":0.007637242993303413,"score_gpt":0.2106841120931489,"score_spread":0.2030468690998455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2736669025","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":[0.9959942,0.00058328337,0.0011397606,0.00011818105,0.00017294579,0.00011416817,0.0000043859395,0.00006539772,0.0018076581],"genre_scores_gemma":[0.9979414,0.0008619637,0.0010977081,0.00003815514,0.000033902164,0.000004083331,1.678902e-7,0.000018513294,0.0000041115973],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991999,0.0000035407138,0.00010652514,0.00019372668,0.00020288891,0.00029337514],"domain_scores_gemma":[0.99961454,0.000046987643,0.0000014385404,0.0001672851,0.000024192152,0.00014554641],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017390169,0.00013440792,0.00017305832,0.000049750197,0.0001943672,0.0001507053,0.000116857576,0.000048134036,0.0000059087083],"category_scores_gemma":[0.00007044205,0.00011893848,0.000016699567,0.00006378423,0.00021141756,0.0004107074,0.000049037797,0.00010120975,0.0000018072797],"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":[0.000014218499,0.000046715006,0.0007521706,0.0021488594,0.000044503406,0.000021323043,0.0057358122,0.001724323,0.9527579,0.023689395,0.00013430783,0.012930482],"study_design_scores_gemma":[0.0023472062,0.0010639788,0.062365275,0.0009544247,0.000096535055,0.000049225575,0.00062194065,0.7785039,0.1426044,0.00025591732,0.010047269,0.0010899606],"about_ca_topic_score_codex":0.000058499536,"about_ca_topic_score_gemma":0.0000064885403,"teacher_disagreement_score":0.8101535,"about_ca_system_score_codex":0.000021513157,"about_ca_system_score_gemma":0.000008988343,"threshold_uncertainty_score":0.48501703},"labels":[],"label_agreement":null},{"id":"W275975031","doi":"10.13182/nse150-155","title":"Parallel Solver Based on the Three-Dimensional Characteristics Method: Design and Performance Analysis","year":2005,"lang":"en","type":"article","venue":"Nuclear Science and Engineering","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Solver; Computer science; Neutron transport; Acceleration; Computational science; Parallel computing; Ray tracing (physics); Software; Tracing; Frame (networking); Applied mathematics; Mathematical optimization; Neutron; Algorithm; Mathematics; Physics","score_opus":0.013025827381240647,"score_gpt":0.19540622687732745,"score_spread":0.1823803994960868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W275975031","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":[0.9123975,0.000040836425,0.08649009,0.00018310781,0.00011488819,0.00011639428,0.0000025424984,0.00025463,0.00039999088],"genre_scores_gemma":[0.961111,0.00002108745,0.038657993,0.000110753346,0.000060049377,0.0000041029284,5.1453327e-7,0.000031107287,0.0000034022949],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99912405,0.000004483037,0.00011884121,0.00019448121,0.0002685061,0.00028964385],"domain_scores_gemma":[0.9995625,0.0000848002,0.000014195606,0.0001958538,0.000031921783,0.0001107531],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004799491,0.00015895971,0.00015395657,0.00018422847,0.00016746827,0.00012833008,0.00015850576,0.000036795907,0.000022993485],"category_scores_gemma":[0.000023336836,0.00012436078,0.000030134572,0.00058643206,0.000062571096,0.00023729505,0.000039936447,0.0001852937,0.00001282739],"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":[0.0000039196316,0.0000051770385,0.00007619525,0.000013766608,0.00002848899,7.434244e-7,0.000060430393,0.9811273,0.007673198,0.0007927775,0.000047173497,0.01017078],"study_design_scores_gemma":[0.000069504546,0.00002335591,0.016010782,0.000017028859,0.000032730837,0.0000023311093,0.0000039143515,0.98104805,0.00016312597,0.0000029790756,0.0024626893,0.00016351718],"about_ca_topic_score_codex":0.0000026380997,"about_ca_topic_score_gemma":3.7061199e-7,"teacher_disagreement_score":0.04871347,"about_ca_system_score_codex":0.000046461,"about_ca_system_score_gemma":0.000010907935,"threshold_uncertainty_score":0.5071286},"labels":[],"label_agreement":null},{"id":"W2800994662","doi":"10.1080/00295639.2018.1442060","title":"Development and Benchmarking of Mechanistic Channel Deformation Models in RELAP/SCDAPSIM/MOD3.6 for CANDU Severe Accident Analysis","year":2018,"lang":"en","type":"article","venue":"Nuclear Science and Engineering","topic":"Combustion and Detonation Processes","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Nuclear engineering; Benchmarking; Deformation (meteorology); Computer science; Materials science; Engineering; Business","score_opus":0.013165317342665796,"score_gpt":0.20561554849960673,"score_spread":0.19245023115694093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800994662","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":[0.90855265,0.00004845982,0.09090642,0.000012150325,0.00009250268,0.00008271665,0.0000011874175,0.000057923335,0.00024601523],"genre_scores_gemma":[0.98957646,0.000030042538,0.010350992,0.000012722548,0.000012165063,0.000006263918,0.0000013196266,0.000007023291,0.0000030184378],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994493,0.0000012541873,0.0001564905,0.00011177623,0.00014374971,0.00013742122],"domain_scores_gemma":[0.9997856,0.000016274113,0.000020109503,0.00005335422,0.00007490083,0.00004976815],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031402928,0.000067591136,0.00010061473,0.00040186135,0.00008167639,0.00004301484,0.0000655002,0.000028012033,0.000004614969],"category_scores_gemma":[0.00003710907,0.000069586255,0.000010733009,0.0006515048,0.000026789683,0.000379589,0.000030668816,0.00003588425,4.3081707e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010285936,0.000011774925,0.00014063941,0.00024930315,0.000044406723,5.288862e-7,0.008562087,0.9509979,0.005785875,0.009319866,0.000023509989,0.024853837],"study_design_scores_gemma":[0.000110921734,0.0000127689555,0.0024172985,0.00003232228,0.000012106828,0.0000021394985,0.00022143938,0.995531,0.0011427167,0.00014265516,0.00028594668,0.000088659035],"about_ca_topic_score_codex":0.000007786905,"about_ca_topic_score_gemma":0.000046767447,"teacher_disagreement_score":0.08102383,"about_ca_system_score_codex":0.00006184763,"about_ca_system_score_gemma":0.000020987341,"threshold_uncertainty_score":0.2837645},"labels":[],"label_agreement":null},{"id":"W3010763751","doi":"10.1080/00295639.2020.1721236","title":"Critical Heat Flux Model for Vertical Annular Mist Flow Conditions in a Rod Bundle","year":2020,"lang":"en","type":"article","venue":"Nuclear Science and Engineering","topic":"Heat Transfer and Boiling Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bundle; Subcooling; Mechanics; Critical heat flux; Mist; Heat flux; Materials science; Flow (mathematics); Vortex; Flux (metallurgy); Environmental science; Meteorology; Heat transfer; Physics","score_opus":0.020011245213215012,"score_gpt":0.2395054052507168,"score_spread":0.2194941600375018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3010763751","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":[0.9044476,0.00018174383,0.092300825,0.0019154272,0.000159289,0.00015507215,0.000029953506,0.00037092634,0.0004391307],"genre_scores_gemma":[0.99507,0.000016032725,0.0046823877,0.00015838296,0.00004253115,0.000010114704,8.84549e-7,0.000018185583,0.0000014777147],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992717,0.0000014728588,0.00011138421,0.00017534265,0.00013025338,0.00030983693],"domain_scores_gemma":[0.9997031,0.00003775161,4.679924e-7,0.00006200443,0.000038169506,0.00015846847],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010433736,0.00009398038,0.00012555906,0.000056983907,0.0001111981,0.00006073388,0.00009333572,0.000035292433,0.000005964989],"category_scores_gemma":[0.00019245352,0.00009771551,0.0000238264,0.00023308427,0.00010797939,0.0002280356,0.000018701738,0.00011121752,0.0000066377333],"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":[0.000005823351,0.000021674485,0.000044548036,0.00024205043,0.0000069865987,0.000004812161,0.002247831,0.87165695,0.12154198,0.003472357,0.0003868424,0.00036813496],"study_design_scores_gemma":[0.00016178934,0.000038187325,0.0004568732,0.00002633898,0.0000060166844,0.0000025339368,0.00007067728,0.9978692,0.0008699143,0.000039261486,0.00033997334,0.00011923519],"about_ca_topic_score_codex":0.0000021098858,"about_ca_topic_score_gemma":0.0000016850511,"teacher_disagreement_score":0.12621224,"about_ca_system_score_codex":0.000033753153,"about_ca_system_score_gemma":0.000017642407,"threshold_uncertainty_score":0.39847225},"labels":[],"label_agreement":null},{"id":"W4210636205","doi":"10.1080/00295639.2021.2003651","title":"A Study of Gamma Heating, Neutron Flux, and Gamma Flux Under Several Reactor Core Conditions in the McMaster Nuclear Reactor","year":2022,"lang":"en","type":"article","venue":"Nuclear Science and Engineering","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Nuclear engineering; Neutron flux; Burnup; Nuclear reactor core; Research reactor; Nuclear reactor; Core (optical fiber); Neutron; Materials science; Nuclear physics; Physics; Engineering","score_opus":0.01720502655835146,"score_gpt":0.21746452520647735,"score_spread":0.2002594986481259,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210636205","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":[0.9982672,0.000035881054,0.000005637211,0.00003515601,0.00017394562,0.00022796377,0.000010795455,0.00013232959,0.0011111088],"genre_scores_gemma":[0.9996798,0.00000954127,0.00012035944,0.000048739785,0.000048852507,0.0000152318435,0.0000026968019,0.00006245217,0.0000123511645],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998682,0.000014091701,0.00023405791,0.00026890734,0.0004273284,0.00037357913],"domain_scores_gemma":[0.9995491,0.000049712788,0.00003174657,0.00024515594,0.000027789001,0.00009648662],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003660588,0.00019547275,0.00021526159,0.00022835885,0.00018839914,0.00010771094,0.00031146363,0.0000331931,0.00007677596],"category_scores_gemma":[0.000019596642,0.00018272226,0.000028329006,0.0006617649,0.00008063111,0.00036902705,0.0001785845,0.00042039118,0.0000034729226],"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":[0.000024672767,0.00029194722,0.0008868822,0.00017194323,0.000067010486,0.000044056153,0.030687673,0.2207419,0.7352243,0.009294242,0.00087787875,0.0016874676],"study_design_scores_gemma":[0.0015280499,0.0007073931,0.1699928,0.00009607549,0.00005023294,0.0001706781,0.026487324,0.78142405,0.00017266735,0.00006871137,0.018466778,0.0008352562],"about_ca_topic_score_codex":0.00006723606,"about_ca_topic_score_gemma":0.0000049984083,"teacher_disagreement_score":0.73505163,"about_ca_system_score_codex":0.00010600221,"about_ca_system_score_gemma":0.0000136088165,"threshold_uncertainty_score":0.74511975},"labels":[],"label_agreement":null},{"id":"W4312225142","doi":"10.1080/00295639.2022.2142437","title":"Computational Fluid Dynamics Analysis of an Open-Pool Nuclear Research Reactor Core for Fluid Flow Optimization Using a Channel Box","year":2022,"lang":"en","type":"article","venue":"Nuclear Science and Engineering","topic":"Heat transfer and supercritical fluids","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"Comissão Nacional de Energia Nuclear","keywords":"Mechanics; Computational fluid dynamics; Flow (mathematics); Fluid dynamics; Channel (broadcasting); Core (optical fiber); Open-channel flow; Nuclear reactor core; Homogeneous; Mass flow; Nuclear engineering; Computer science; Materials science; Physics; Thermodynamics; Engineering","score_opus":0.04630792747700168,"score_gpt":0.2984776096777547,"score_spread":0.25216968220075303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312225142","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":[0.8484562,0.00002353664,0.15073732,0.000042156393,0.00013012407,0.00024087507,0.00013305049,0.000105918625,0.00013079616],"genre_scores_gemma":[0.96379024,0.00001020544,0.036055673,0.000029203007,0.000021747996,0.00000998872,0.00003773662,0.000044307533,8.801447e-7],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99857754,0.000017690198,0.00022067386,0.00027854313,0.00053251284,0.00037305692],"domain_scores_gemma":[0.99936247,0.00007258005,0.0000020915425,0.00018082692,0.00020841551,0.00017362414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010610766,0.00011271206,0.00022919381,0.00062213314,0.00046876172,0.00014873275,0.00042371333,0.00004241018,0.000076921875],"category_scores_gemma":[0.0000805541,0.00013022087,0.00004299135,0.0019326416,0.00011712756,0.0005721473,0.00015878849,0.00017921813,5.6786394e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013276235,0.000027519109,0.0000039924903,0.00004109242,0.000040105213,0.0000017476843,0.00068959827,0.9430319,0.049892742,0.005914314,0.000015274789,0.00032842343],"study_design_scores_gemma":[0.0001925358,0.00013720436,0.00016022738,0.000011287354,0.000051047165,0.00000689527,0.0005680198,0.9984753,0.000113417045,0.00002854146,0.00010706269,0.00014846322],"about_ca_topic_score_codex":0.000046258552,"about_ca_topic_score_gemma":0.0000026095006,"teacher_disagreement_score":0.115334034,"about_ca_system_score_codex":0.0002463762,"about_ca_system_score_gemma":0.00005031252,"threshold_uncertainty_score":0.5310253},"labels":[],"label_agreement":null},{"id":"W4321783433","doi":"10.1080/00295639.2022.2160612","title":"Uncertainty Propagation in UAM Time-Dependent Neutronics PWR Studies","year":2023,"lang":"en","type":"article","venue":"Nuclear Science and Engineering","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; University Network of Excellence in Nuclear Engineering","keywords":"Neutron transport; Nuclear data; Nuclear engineering; Pressurized water reactor; Light-water reactor; Uncertainty analysis; Environmental science; Nuclear reactor core; Nuclear reactor; Nuclear physics; Neutron; Physics; Computer science; Engineering; Simulation","score_opus":0.011284562427018018,"score_gpt":0.2136184836264645,"score_spread":0.20233392119944646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321783433","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":[0.9973256,0.00014349948,0.000034821518,0.000051150204,0.00034066357,0.000102011494,0.0000017709917,0.000837053,0.001163436],"genre_scores_gemma":[0.99941075,0.00031820993,0.00013298534,0.000009901227,0.000054987897,0.0000066516855,9.670466e-7,0.000045374873,0.00002019733],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998993,0.0000025414076,0.0001417539,0.00019900916,0.0002588906,0.00040481787],"domain_scores_gemma":[0.9997011,0.000023017912,0.000009853962,0.00014300432,0.00004076216,0.0000822976],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003751165,0.00013900174,0.00014988238,0.00029802567,0.00007247467,0.00008063951,0.00015598051,0.00003664767,0.000004395326],"category_scores_gemma":[0.00005397262,0.00014130156,0.000016689766,0.0010630192,0.00005421143,0.00037277976,0.000087669054,0.00016968012,0.000107110944],"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":[0.0000010987799,0.0000040597733,0.000019686142,0.00008431909,0.000009830488,0.000008150223,0.0007116958,0.81221783,0.18050687,0.0014027021,0.0001687972,0.0048649358],"study_design_scores_gemma":[0.000116080395,0.000015502865,0.001386667,0.00005577241,0.0000031194734,0.000003738266,0.00017467924,0.9942405,0.0004649527,0.000042042047,0.0033134278,0.00018350231],"about_ca_topic_score_codex":0.000006321077,"about_ca_topic_score_gemma":0.0000014669366,"teacher_disagreement_score":0.18202266,"about_ca_system_score_codex":0.00018016173,"about_ca_system_score_gemma":0.000015036376,"threshold_uncertainty_score":0.57621104},"labels":[],"label_agreement":null},{"id":"W4385554207","doi":"10.1080/00295639.2023.2229193","title":"Simulating Properties of Canadian Research Reactor Fuels Important to Disposal","year":2023,"lang":"en","type":"article","venue":"Nuclear Science and Engineering","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canadian Nuclear Laboratories; Ontario Tech University","funders":"Atomic Energy of Canada Limited","keywords":"Nuclear engineering; Research reactor; Environmental science; Waste management; Nuclear physics; Engineering; Neutron; Physics","score_opus":0.04390382501525862,"score_gpt":0.24387222230248654,"score_spread":0.19996839728722793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385554207","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":[0.99777275,0.000042954736,0.0000057653956,0.000066378474,0.00021387951,0.00010716774,0.0000048003967,0.00030694366,0.0014793678],"genre_scores_gemma":[0.99950486,0.00005527551,0.00029576078,0.0000079142355,0.000065896726,0.0000041366047,4.6617086e-7,0.000057688903,0.000008015733],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99857074,0.00000301367,0.00018073448,0.00019419292,0.00041470968,0.00063660694],"domain_scores_gemma":[0.9992871,0.000021525715,0.000008389251,0.00020259581,0.00010952251,0.00037083373],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007101385,0.00011813688,0.00014033452,0.0013955402,0.00012384652,0.00010304026,0.00024407628,0.000040437975,0.0000054375737],"category_scores_gemma":[0.00017774657,0.000116256735,0.00001895851,0.0035265514,0.00007086153,0.0002779154,0.00009392802,0.00019750258,0.000040686573],"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":[0.0000012522211,0.0000020736873,0.000077965415,0.00009724223,0.0000064805936,0.0000060666366,0.0013423761,0.04189637,0.95244855,0.0022308114,0.0001986436,0.0016921471],"study_design_scores_gemma":[0.000102279206,0.000043490218,0.0075445487,0.0002067201,0.0000034536088,0.0000044900016,0.0005647776,0.9469214,0.014285992,0.000018896138,0.029988172,0.00031578352],"about_ca_topic_score_codex":0.0022739712,"about_ca_topic_score_gemma":0.00021431372,"teacher_disagreement_score":0.93816257,"about_ca_system_score_codex":0.00011026228,"about_ca_system_score_gemma":0.000056813642,"threshold_uncertainty_score":0.4740812},"labels":[],"label_agreement":null},{"id":"W4388693921","doi":"10.1080/00295639.2023.2266625","title":"Study of Influences of the Level of Zr Oxidation and Volumetric Heat Generation on Heat Transfer and Crust Formation Within CANDU Corium","year":2023,"lang":"en","type":"article","venue":"Nuclear Science and Engineering","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Nuclear engineering; Heat transfer; Corium; Decay heat; Materials science; Critical heat flux; Uranium; Environmental science; Heat flux; Mechanics; Metallurgy","score_opus":0.07309341291867745,"score_gpt":0.23494699091760646,"score_spread":0.16185357799892902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388693921","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":[0.9996247,0.000021406084,0.000012462003,0.0000311712,0.00015956361,0.00012256051,0.0000056267586,0.000011953877,0.000010531394],"genre_scores_gemma":[0.9998454,0.000033886605,0.00009156571,0.000008400983,0.000011536485,0.000001546222,1.8996752e-7,0.0000044787967,0.0000029842665],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993884,0.000015359195,0.00017208963,0.00010706847,0.00023706126,0.00007999495],"domain_scores_gemma":[0.9998004,0.000013108461,0.000018269846,0.00008143844,0.000064768676,0.000022023602],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053511414,0.000053558175,0.000102907565,0.00012642091,0.00011239623,0.00005334343,0.000080141916,0.000019661158,0.0000043641703],"category_scores_gemma":[0.000064560096,0.00003612176,0.0000059142612,0.00037405282,0.00012443215,0.00035833818,0.000042740874,0.00002428949,5.970624e-7],"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":[0.000009231291,0.000008630865,0.00027009132,0.000057179328,0.0000010412368,7.1431444e-8,0.0038800787,0.0038081121,0.9915287,0.00011597485,0.000004929775,0.00031595802],"study_design_scores_gemma":[0.0002685009,0.00036183736,0.16673963,0.00007191213,0.000011213955,0.0000032272314,0.0018411668,0.07503497,0.75556433,0.0000050606486,0.00001897682,0.000079203244],"about_ca_topic_score_codex":0.00030846693,"about_ca_topic_score_gemma":0.000020851578,"teacher_disagreement_score":0.23596439,"about_ca_system_score_codex":0.0000085358115,"about_ca_system_score_gemma":0.0000129650425,"threshold_uncertainty_score":0.14730027},"labels":[],"label_agreement":null},{"id":"W4392376908","doi":"10.1080/00295639.2024.2315905","title":"ORCA: A Tool for Radiological Consequences for Accidental Releases","year":2024,"lang":"en","type":"article","venue":"Nuclear Science and Engineering","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Kinectrics (Canada)","funders":"","keywords":"Radiological weapon; Accidental; Nuclear engineering; Computer science; Medicine; Physics; Engineering; Radiology","score_opus":0.0553183546483431,"score_gpt":0.3416006649094561,"score_spread":0.286282310261113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392376908","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":[0.97419673,0.0007581237,0.021455742,0.0024517695,0.0005425125,0.00023139786,0.000021011145,0.00014277601,0.00019995464],"genre_scores_gemma":[0.98969674,0.00013804947,0.009801751,0.00009914728,0.00010380589,0.000015770003,4.6740732e-7,0.0000068541376,0.00013740128],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99857986,0.000007810513,0.00023086098,0.0004388893,0.0004793429,0.0002632461],"domain_scores_gemma":[0.9987194,0.00088777585,0.000021893155,0.00015088024,0.00012991345,0.00009013819],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00216356,0.00008683103,0.00016688832,0.00024677734,0.0002994415,0.0007540772,0.00041465694,0.000041375348,0.00004234803],"category_scores_gemma":[0.0036172813,0.000057783433,0.00010463583,0.000824235,0.0003096291,0.0005898819,0.00006395438,0.000058658006,0.000027947986],"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":[0.00014148156,0.00004181499,0.0010648873,0.00010740945,0.00008451667,0.00004886323,0.0025379134,0.014462072,0.16186519,0.22726893,0.023141358,0.56923556],"study_design_scores_gemma":[0.0001598951,0.00017039194,0.0025371744,0.000036512367,0.000026447962,0.00005642485,0.00082045427,0.8645842,0.0004841617,0.010889941,0.12001001,0.00022435216],"about_ca_topic_score_codex":0.000005704024,"about_ca_topic_score_gemma":0.0000013926765,"teacher_disagreement_score":0.85012215,"about_ca_system_score_codex":0.000032592397,"about_ca_system_score_gemma":0.00007088782,"threshold_uncertainty_score":0.7271584},"labels":[],"label_agreement":null},{"id":"W4394747665","doi":"10.1080/00295639.2024.2331906","title":"Comparing Coupled Multiphysics Simulations of Pump-Driven Transients for a Pressurized Heavy Water Reactor","year":2024,"lang":"en","type":"article","venue":"Nuclear Science and Engineering","topic":"Nuclear Engineering Thermal-Hydraulics","field":"Engineering","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":"Canadian Nuclear Laboratories; Canadian Nuclear Safety Commission","funders":"Atomic Energy of Canada Limited","keywords":"Multiphysics; Benchmark (surveying); Code (set theory); Computer science; Nuclear engineering; Physics; Finite element method; Engineering; Programming language; Set (abstract data type)","score_opus":0.014642466338834157,"score_gpt":0.21539079911456596,"score_spread":0.2007483327757318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394747665","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":[0.98794883,0.00007712293,0.010403034,0.000027508246,0.00048626683,0.00023551231,0.000012606951,0.00066905265,0.00014003404],"genre_scores_gemma":[0.9956203,0.00001636968,0.0041892594,0.00000579317,0.000065290296,0.0000071852833,0.000003190469,0.00008443499,0.000008143064],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99896634,0.0000025330605,0.00020744909,0.00022431658,0.00022945696,0.00036991716],"domain_scores_gemma":[0.99956757,0.000059857062,0.00000867799,0.00018787572,0.00006777427,0.00010827328],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018262351,0.00016785697,0.00021534678,0.00020768732,0.000064129395,0.00013041533,0.00020681952,0.000055126886,0.0000094164325],"category_scores_gemma":[0.00003257176,0.00015506851,0.000053530246,0.00030138914,0.00007540297,0.0004812859,0.000043911175,0.00014113743,0.000007747309],"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":[0.0000043625887,0.000006501846,0.000004743041,0.0002484768,0.000021304719,8.3725524e-7,0.00087601814,0.5313614,0.46691978,0.00026164958,0.00001430976,0.00028060866],"study_design_scores_gemma":[0.0002488564,0.000022753902,0.00033960736,0.0001148023,0.00002415562,0.0000030816288,0.000016708009,0.976955,0.015495611,0.000011498006,0.0065808585,0.00018706382],"about_ca_topic_score_codex":0.0000060667508,"about_ca_topic_score_gemma":0.0000011714508,"teacher_disagreement_score":0.45142418,"about_ca_system_score_codex":0.000063909654,"about_ca_system_score_gemma":0.000012346578,"threshold_uncertainty_score":0.63235104},"labels":[],"label_agreement":null},{"id":"W4399361257","doi":"10.1080/00295639.2024.2328451","title":"Improvements to the Baff-Refl Equivalence Technique Applied to Reflector Models in PWRs","year":2024,"lang":"en","type":"article","venue":"Nuclear Science and Engineering","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Polytechnique Montréal","funders":"Framatome; Polytechnique Montréal","keywords":"Equivalence (formal languages); Nuclear engineering; Reflector (photography); Materials science; Physics; Mathematics; Optics; Engineering","score_opus":0.010847748862073766,"score_gpt":0.2180721128630821,"score_spread":0.20722436400100833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399361257","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":[0.9185069,0.00033231688,0.061978538,0.00046556527,0.0014303294,0.0012343647,0.000012822801,0.00200562,0.014033529],"genre_scores_gemma":[0.99629074,0.000029799368,0.0033782267,0.000077132674,0.00008334871,0.000059258793,1.9452925e-7,0.00007010439,0.000011220944],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99877983,0.000001583486,0.00015039404,0.0003090004,0.00028907784,0.00047008804],"domain_scores_gemma":[0.99952877,0.000016327513,0.0000041223902,0.0002491811,0.000020290381,0.00018129314],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037836822,0.00017541093,0.00012631615,0.00033031704,0.0000676082,0.0002573425,0.00037926814,0.000040302453,0.000006004654],"category_scores_gemma":[0.000016739334,0.00014971322,0.000019898356,0.0014263664,0.00002499642,0.00034666655,0.00015850316,0.00024072497,0.00005769164],"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":[0.0000012685632,0.000002741605,5.3408206e-7,0.00006639264,0.0000042264023,0.000002953436,0.0006775095,0.3342434,0.64621466,0.006751507,0.00017737791,0.011857433],"study_design_scores_gemma":[0.00004958327,0.000033967935,0.00023134307,0.00018204901,0.0000039058746,0.000005303443,0.000078439276,0.9570982,0.006738277,0.00011057126,0.03515077,0.00031760847],"about_ca_topic_score_codex":0.000017114486,"about_ca_topic_score_gemma":0.0000028217526,"teacher_disagreement_score":0.6394764,"about_ca_system_score_codex":0.00018214318,"about_ca_system_score_gemma":0.000018628243,"threshold_uncertainty_score":0.6105128},"labels":[],"label_agreement":null},{"id":"W4399907546","doi":"10.1080/00295639.2024.2356418","title":"Assessment of CFD Predictions Using Experiments from a Heated Gas-Cooled Pebble Bed Facility","year":2024,"lang":"en","type":"article","venue":"Nuclear Science and Engineering","topic":"Granular flow and fluidized beds","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Nuclear Laboratories","funders":"Atomic Energy of Canada Limited","keywords":"Pebble; Computational fluid dynamics; Nuclear engineering; Environmental science; Mechanics; Materials science; Physics; Geology; Engineering","score_opus":0.014262689957166315,"score_gpt":0.24523730873077282,"score_spread":0.2309746187736065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399907546","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":[0.9897582,0.0004668515,0.008546939,0.000011538628,0.0004616375,0.00008054871,0.000035476314,0.00038277364,0.0002560582],"genre_scores_gemma":[0.9957994,0.000042444193,0.004101698,0.0000038654234,0.000027946251,0.0000035592375,0.0000028363604,0.000016811588,0.000001405125],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99912524,0.0000039758224,0.00016283363,0.00021175043,0.00026638058,0.00022983638],"domain_scores_gemma":[0.999688,0.000011914126,0.0000062445692,0.00015909868,0.00003565844,0.00009902697],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019309096,0.00011685689,0.00013823467,0.0001642643,0.00009396844,0.000109675035,0.00011937649,0.000045917877,0.000044349676],"category_scores_gemma":[0.00001410761,0.00011719907,0.00003323289,0.00048133795,0.00007901815,0.00034050277,0.000046374054,0.00012685696,0.000005103724],"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":[8.7832404e-7,0.000008408827,0.00015735927,0.00006363221,0.00001664988,0.0000031512577,0.0003743421,0.01304841,0.9856122,0.0001344136,0.000027142427,0.0005533852],"study_design_scores_gemma":[0.00011782398,0.000016272179,0.0017530667,0.000077745986,0.00001643441,0.000003995888,0.00007177796,0.97107756,0.026279375,0.000008903419,0.000464919,0.00011213613],"about_ca_topic_score_codex":0.000060097616,"about_ca_topic_score_gemma":5.6397636e-7,"teacher_disagreement_score":0.9593328,"about_ca_system_score_codex":0.00010844536,"about_ca_system_score_gemma":0.000038482263,"threshold_uncertainty_score":0.47792393},"labels":[],"label_agreement":null},{"id":"W4400017427","doi":"10.1080/00295639.2024.2340161","title":"Development of NEMESI: A Multiparameter Library Generator Prototype for Industrial VVER and PWR Applications Based on APOLLO3®","year":2024,"lang":"en","type":"article","venue":"Nuclear Science and Engineering","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Euratom Research and Training Programme","keywords":"VVER; Nuclear engineering; Pressurized water reactor; Generator (circuit theory); Computer science; Engineering; Physics","score_opus":0.01744116568925949,"score_gpt":0.2014886150041006,"score_spread":0.1840474493148411,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400017427","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":[0.98290455,0.00020751634,0.013838859,0.000061814484,0.0004117692,0.00096948,0.000022915743,0.0007233576,0.0008597086],"genre_scores_gemma":[0.9689966,0.000009144955,0.030734276,0.000017927461,0.000100180616,0.00007991204,0.000001766074,0.0000552953,0.0000049229843],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993739,9.870681e-7,0.00012773716,0.00018015578,0.00013132502,0.00018586601],"domain_scores_gemma":[0.99974984,0.000036985755,0.000007297115,0.00010100085,0.0000143579655,0.000090489404],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010576101,0.00011581296,0.00010462796,0.00017457404,0.00006258214,0.00012703428,0.00009372446,0.00004682326,0.00000565737],"category_scores_gemma":[0.000013266895,0.00011080473,0.000018962766,0.0003425233,0.000036656278,0.00024944372,0.000028436447,0.00010432101,0.0000031822635],"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":[0.000029002465,0.000042470663,0.000048588612,0.0013352295,0.00006488917,0.0000023607115,0.0011340731,0.07073638,0.7201902,0.013423708,0.00073809654,0.19225498],"study_design_scores_gemma":[0.00012711936,0.000028227674,0.00012822234,0.00008160939,0.0000052861637,7.210761e-7,0.000013811141,0.8291845,0.006884902,0.0000060582215,0.16340458,0.00013498192],"about_ca_topic_score_codex":4.8137997e-7,"about_ca_topic_score_gemma":5.9104895e-8,"teacher_disagreement_score":0.7584481,"about_ca_system_score_codex":0.00002666551,"about_ca_system_score_gemma":0.000044507862,"threshold_uncertainty_score":0.45184857},"labels":[],"label_agreement":null},{"id":"W4400201795","doi":"10.1080/00295639.2024.2366733","title":"Examining Beam Matching in the Commissioning of a Halcyon Accelerator","year":2024,"lang":"en","type":"article","venue":"Nuclear Science and Engineering","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network; Western University","funders":"","keywords":"Matching (statistics); Beam (structure); Nuclear engineering; Nuclear physics; Computer science; Physics; Mathematics; Statistics; Optics; Engineering","score_opus":0.013135122413188793,"score_gpt":0.253747768460087,"score_spread":0.24061264604689822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400201795","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":[0.98647726,0.00011141895,0.011930903,0.000043190612,0.0000424029,0.0000466575,5.729878e-7,0.000051217507,0.0012963888],"genre_scores_gemma":[0.99080914,0.0000069463817,0.00911785,0.000016278034,0.000034469675,0.0000025579825,8.563919e-8,0.000008399599,0.000004289287],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995954,0.0000030403671,0.000073497504,0.0001023696,0.000112405076,0.00011327414],"domain_scores_gemma":[0.9998487,0.000035841276,0.00000995667,0.000078068515,0.000008825273,0.000018557697],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003249708,0.00004927735,0.000056892735,0.0000876722,0.000062302526,0.00009322635,0.00014529059,0.000008782161,0.000012021328],"category_scores_gemma":[0.0000048880684,0.00003561909,0.000009355836,0.00032520405,0.000043265645,0.00027026056,0.00002953474,0.00011153841,3.2002063e-7],"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":[0.0000019956865,0.000017347667,0.0018952253,0.00006373567,0.000008633591,0.0000049000428,0.013990492,0.0045368955,0.832583,0.042725235,0.000055100718,0.10411742],"study_design_scores_gemma":[0.00052104157,0.00027171464,0.02969288,0.0024900602,0.000022677854,0.000033133332,0.014767315,0.83510184,0.060712524,0.0029270698,0.052473273,0.000986447],"about_ca_topic_score_codex":0.000022039098,"about_ca_topic_score_gemma":6.779479e-8,"teacher_disagreement_score":0.830565,"about_ca_system_score_codex":0.000012706229,"about_ca_system_score_gemma":0.000014207182,"threshold_uncertainty_score":0.14525042},"labels":[],"label_agreement":null},{"id":"W4401510449","doi":"10.1080/00295639.2024.2375908","title":"A General Formulation of the Resonance Spectrum Expansion Self-Shielding Method","year":2024,"lang":"en","type":"article","venue":"Nuclear Science and Engineering","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Electromagnetic shielding; Resonance (particle physics); Spectrum (functional analysis); Physics; Nuclear physics; Materials science; Computational physics; Atomic physics; Quantum mechanics","score_opus":0.0058902278118186414,"score_gpt":0.2046538075269791,"score_spread":0.19876357971516045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401510449","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":[0.9922456,0.0004632048,0.0044608107,0.00005392873,0.0007484595,0.00007977135,0.0000018014773,0.00051779125,0.0014286407],"genre_scores_gemma":[0.992294,0.00007352891,0.0074903043,0.0000069588687,0.00009032537,0.000001427024,1.1057068e-7,0.000035754896,0.000007553124],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992957,0.0000023706236,0.00011527769,0.00014780057,0.00022401467,0.00021480654],"domain_scores_gemma":[0.99975413,0.0000192602,0.000007780035,0.00015343496,0.000016252712,0.000049150334],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023569747,0.00010109987,0.00009135432,0.00011081373,0.00007176074,0.0000952398,0.00016005481,0.000033685996,0.0000045198744],"category_scores_gemma":[0.000014500145,0.00008104612,0.00003338296,0.0006834763,0.00002075642,0.00036882458,0.000063078085,0.00015049265,0.0000030707306],"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":[8.4251644e-7,0.000003886471,0.000023294248,0.00021233573,0.000012124455,0.0000018358721,0.0011157242,0.11057597,0.8121207,0.054934792,0.000066303735,0.020932233],"study_design_scores_gemma":[0.000032269698,0.000007939034,0.0029672005,0.00010279478,0.0000062657596,0.000009489725,0.000017555969,0.9744309,0.007403712,0.00008120264,0.0148380045,0.000102664715],"about_ca_topic_score_codex":0.000008495371,"about_ca_topic_score_gemma":3.754542e-7,"teacher_disagreement_score":0.86385494,"about_ca_system_score_codex":0.00006903666,"about_ca_system_score_gemma":0.000015732316,"threshold_uncertainty_score":0.3304965},"labels":[],"label_agreement":null},{"id":"W4401705387","doi":"10.1080/00295639.2024.2380628","title":"ARIANT Assessments for CANDU Analysis Using RD-14M Experiments","year":2024,"lang":"en","type":"article","venue":"Nuclear Science and Engineering","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canadian Nuclear Laboratories","funders":"","keywords":"Nuclear engineering; Nuclear physics; Computer science; Materials science; Physics; Engineering","score_opus":0.021273544192080763,"score_gpt":0.27600813849218886,"score_spread":0.2547345943001081,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401705387","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":[0.96253484,0.00053161074,0.033143155,0.00001662751,0.0013821386,0.00016639772,0.000017847078,0.0008294874,0.001377874],"genre_scores_gemma":[0.991989,0.00004615122,0.0077454657,0.000009390572,0.00012573587,0.0000070066894,0.0000017818828,0.00006598706,0.000009438909],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989567,0.000001376463,0.00014290326,0.00027182407,0.0002379755,0.00038922165],"domain_scores_gemma":[0.99962366,0.000024419636,0.000007683305,0.0001616955,0.000034702956,0.00014783458],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018458272,0.00016902683,0.000178161,0.00041555322,0.000112975315,0.00039820318,0.00016204144,0.000043655073,0.0000131129],"category_scores_gemma":[0.000014250116,0.00017218891,0.0000661928,0.0011951007,0.00003722256,0.00051374105,0.000048529197,0.00011457969,0.000005429984],"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":[0.0000026044218,0.000011618555,0.000033217984,0.00030679704,0.00041081585,0.0000118200005,0.0007551803,0.36273417,0.61870205,0.011580958,0.00024442864,0.005206345],"study_design_scores_gemma":[0.00006664425,0.000014580575,0.0002468018,0.000050076138,0.000086826294,0.0000045373577,0.00006688198,0.9802013,0.00075677567,0.000016599435,0.018277189,0.00021180634],"about_ca_topic_score_codex":0.000020702768,"about_ca_topic_score_gemma":9.30699e-7,"teacher_disagreement_score":0.61794525,"about_ca_system_score_codex":0.00019898466,"about_ca_system_score_gemma":0.000033776436,"threshold_uncertainty_score":0.702166},"labels":[],"label_agreement":null},{"id":"W4403811943","doi":"10.1080/00295639.2024.2411175","title":"Derivation of Uncertainty Distributions for Channel Flow Rate and Fuel Critical Heat Flux Predictions for Best-Estimate Plus Uncertainty Analysis of Slow Loss-of–Reactor Power Regulation Accidents in CANDU Stations","year":2024,"lang":"en","type":"article","venue":"Nuclear Science and Engineering","topic":"Nuclear Engineering Thermal-Hydraulics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kinectrics (Canada); Ontario Power Generation","funders":"","keywords":"Nuclear engineering; Environmental science; Flux (metallurgy); Channel (broadcasting); Uncertainty analysis; Critical heat flux; Flow (mathematics); Mechanics; Power (physics); Heat flux; Thermodynamics; Physics; Heat transfer; Materials science; Computer science; Engineering; Simulation; Electrical engineering","score_opus":0.011934913305163336,"score_gpt":0.26142366896398034,"score_spread":0.249488755658817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403811943","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":[0.8067938,0.00013573177,0.19188003,0.00008263628,0.00024488874,0.00027348415,0.00046416165,0.00010414696,0.0000211401],"genre_scores_gemma":[0.9955538,0.00003693086,0.00429213,0.000002134274,0.000015300211,0.000026154017,0.000044297405,0.000026385675,0.0000028878444],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991014,0.00000515666,0.000311709,0.00019654048,0.00015594509,0.00022925125],"domain_scores_gemma":[0.9993612,0.0002220182,0.000020236208,0.00013915007,0.00017886306,0.00007849525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035868242,0.0001253023,0.0002433506,0.0005504974,0.000054141306,0.00004853069,0.000096091164,0.0000653281,0.0000059155414],"category_scores_gemma":[0.00038413433,0.00013564376,0.00005739753,0.0011343854,0.00012809636,0.00038426882,0.00002796727,0.00007972546,2.5668893e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010893915,0.000012082943,0.00003986128,0.0003774422,0.000066629786,2.9774353e-7,0.00073921465,0.95830876,0.037253086,0.0029221505,0.000020048554,0.0002495116],"study_design_scores_gemma":[0.00019180849,0.00005248566,0.015884064,0.00014436581,0.00014623275,0.0000015767578,0.00009147042,0.982632,0.00046452985,0.00012896078,0.00015060681,0.000111923466],"about_ca_topic_score_codex":0.000048605554,"about_ca_topic_score_gemma":0.000029690344,"teacher_disagreement_score":0.18876,"about_ca_system_score_codex":0.00015777675,"about_ca_system_score_gemma":0.000042546493,"threshold_uncertainty_score":0.55313915},"labels":[],"label_agreement":null},{"id":"W4404519855","doi":"10.1080/00295639.2024.2423131","title":"Stochastic Optimization to Find Optimum Beginning-of-Life Core Configuration of Stable Salt Reactor with Online Refueling","year":2024,"lang":"en","type":"article","venue":"Nuclear Science and Engineering","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nalcor Energy (Canada)","funders":"Argonne National Laboratory","keywords":"Nuclear engineering; Core (optical fiber); Nuclear reactor core; Materials science; Computer science; Engineering; Composite material","score_opus":0.013255513435379134,"score_gpt":0.21208330952427937,"score_spread":0.19882779608890022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404519855","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":[0.9164459,0.00015072405,0.08253339,0.000025882338,0.00025463648,0.0001192218,0.000014928211,0.00026148572,0.00019383011],"genre_scores_gemma":[0.98749113,0.00002730945,0.012348399,0.0000071390496,0.000055947978,0.0000020626821,0.00000412023,0.000058909944,0.0000049801374],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990979,0.0000012815913,0.00020049879,0.00019157857,0.00027481414,0.00023395025],"domain_scores_gemma":[0.99955666,0.000029987004,0.0000204883,0.0001498592,0.000102356025,0.00014067262],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015116057,0.00014318827,0.00018536406,0.00027639218,0.00003513397,0.00007849344,0.0001290265,0.00003956992,0.000012162651],"category_scores_gemma":[0.000060595194,0.00013584796,0.0000180769,0.0008249018,0.00006246433,0.0003968455,0.00003219367,0.00013743847,0.0000026254609],"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":[0.00000397869,0.000004532444,0.000002120186,0.00015885955,0.000011082107,7.804658e-7,0.0003056186,0.71515703,0.282574,0.0009854417,0.000017389424,0.0007791637],"study_design_scores_gemma":[0.000084201005,0.00006954526,0.00022999466,0.00035528204,0.000012503179,0.000003764857,0.00011056547,0.9968455,0.0017259815,0.000002999801,0.00039760166,0.00016205575],"about_ca_topic_score_codex":0.000011888789,"about_ca_topic_score_gemma":4.0991162e-7,"teacher_disagreement_score":0.28168845,"about_ca_system_score_codex":0.000057232584,"about_ca_system_score_gemma":0.000048487684,"threshold_uncertainty_score":0.55397195},"labels":[],"label_agreement":null},{"id":"W4405561513","doi":"10.1080/00295639.2024.2437934","title":"COAL Experiments Investigating the Reflooding of a 7 × 7 Rod Bundle During a Loss-of-Coolant Accident: Effect of a Partially Blocked Area with Ballooned Rods","year":2024,"lang":"en","type":"article","venue":"Nuclear Science and Engineering","topic":"Nuclear Engineering Thermal-Hydraulics","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Agence Nationale de Recherches sur le Sida et les Hépatites Virales; Agence Nationale de la Recherche","keywords":"Bundle; Rod; Coal; Coolant; Loss-of-coolant accident; Materials science; Nuclear engineering; Mechanics; Control rod; Environmental science; Nuclear physics; Physics; Waste management; Engineering; Composite material","score_opus":0.008455121186580134,"score_gpt":0.21249446920421275,"score_spread":0.20403934801763263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405561513","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":[0.9984854,0.00040784263,0.0002796088,0.000015205952,0.00018399698,0.00017083755,0.0000023568225,0.00026395416,0.00019082395],"genre_scores_gemma":[0.9982754,0.000031364925,0.0015684329,0.0000028688964,0.00003546086,0.000008669897,3.3883032e-7,0.00007317865,0.0000043063155],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99859124,0.000012699362,0.00032980996,0.0002447563,0.0004580116,0.00036350096],"domain_scores_gemma":[0.99940383,0.00009187941,0.000048608093,0.00029933508,0.000046688965,0.00010964454],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006018769,0.00022788173,0.00031953192,0.00023364439,0.00007715485,0.000081201455,0.0003613584,0.000057018344,0.00000867028],"category_scores_gemma":[0.00010922173,0.00017177062,0.000052710282,0.00073001627,0.00023528424,0.000341073,0.00013425613,0.00022308473,0.000002436379],"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":[0.00001729985,0.000008883147,0.00056226127,0.0006706384,0.00006588885,0.000009463579,0.002044093,0.27201173,0.72408414,0.00021031941,0.0000043639207,0.00031093313],"study_design_scores_gemma":[0.00032360308,0.00020759874,0.0044000098,0.0009531708,0.000044453114,0.000054679647,0.00009322126,0.6986001,0.29503915,0.0000025554389,0.00007469713,0.0002067877],"about_ca_topic_score_codex":0.000017614495,"about_ca_topic_score_gemma":0.000001889648,"teacher_disagreement_score":0.429045,"about_ca_system_score_codex":0.0000661063,"about_ca_system_score_gemma":0.000031608877,"threshold_uncertainty_score":0.70046026},"labels":[],"label_agreement":null},{"id":"W4407744422","doi":"10.1080/00295639.2025.2455353","title":"CANDU Station Blackout D-PSA with RAVEN and TRACE Software","year":2025,"lang":"en","type":"article","venue":"Nuclear Science and Engineering","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canadian Nuclear Laboratories; McMaster University","funders":"CANDU Owners Group","keywords":"Blackout; TRACE (psycholinguistics); Nuclear engineering; Software; Computer science; Environmental science; Physics; Engineering; Operating system","score_opus":0.004750863256002507,"score_gpt":0.22687919274519425,"score_spread":0.22212832948919173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407744422","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":[0.9979128,0.000285504,0.00031550447,0.0007482161,0.00003947783,0.000095619514,0.0000012213184,0.0000410088,0.00056064565],"genre_scores_gemma":[0.9962828,0.00012918413,0.0033530602,0.00012926925,0.000011103365,0.0000042627807,3.670173e-7,0.0000049246164,0.00008499518],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99960667,9.803267e-7,0.00004082992,0.00013580636,0.00011165892,0.000104046296],"domain_scores_gemma":[0.9998156,0.000012408749,0.000007235429,0.00006582805,0.00003701794,0.00006194798],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007220478,0.000050580515,0.000070984555,0.00006796565,0.00007083521,0.00004094533,0.000021627207,0.000013871934,0.0000047185454],"category_scores_gemma":[0.000021589947,0.000037206544,0.0000052492337,0.00018496544,0.0000611503,0.000093553725,0.000014194387,0.000038962462,0.0000010900006],"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":[0.0005738186,0.000509328,0.44628918,0.0031640455,0.00052603066,0.00028809282,0.016135026,0.006682146,0.033825506,0.035327993,0.006490779,0.45018804],"study_design_scores_gemma":[0.0021661432,0.00044521893,0.9392191,0.00077998923,0.00013171246,0.000046898753,0.0006713713,0.029510593,0.0011950056,0.000022516806,0.025612818,0.00019864457],"about_ca_topic_score_codex":0.000051982628,"about_ca_topic_score_gemma":0.0000083703335,"teacher_disagreement_score":0.4929299,"about_ca_system_score_codex":0.00007238064,"about_ca_system_score_gemma":0.000059866077,"threshold_uncertainty_score":0.15172389},"labels":[],"label_agreement":null},{"id":"W4408610369","doi":"10.1080/00295639.2025.2473238","title":"Special issue featuring papers from the 2023 International Conference on Mathematics and Computational Methods Applied to Nuclear Science and Engineering (M&amp;C 2023) <i>Guest Editors</i>","year":2025,"lang":"en","type":"article","venue":"Nuclear Science and Engineering","topic":"Graphite, nuclear technology, radiation studies","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Nuclear Safety Commission; Kinectrics (Canada)","funders":"","keywords":"Nuclear science; Science and engineering; Engineering ethics; Computer science; Nuclear engineering; Engineering physics; Physics; Engineering","score_opus":0.013700235499168318,"score_gpt":0.2647128217337544,"score_spread":0.25101258623458605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408610369","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":[0.9805268,0.00005452416,0.0004738549,0.004475827,0.0066916854,0.0003501995,0.00003853556,0.0002992195,0.007089357],"genre_scores_gemma":[0.8252923,0.00011590275,0.17039923,0.00088009814,0.0031846464,0.000017563734,0.0000015181514,0.000040120325,0.00006862856],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99833864,0.000008098538,0.0002041368,0.0005283878,0.00058396714,0.00033675213],"domain_scores_gemma":[0.9992358,0.00021352082,0.00005181407,0.00022420468,0.0001511275,0.00012353872],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011023303,0.0001868002,0.00019665361,0.0003736692,0.0006162997,0.00058516115,0.0005809523,0.00006394045,0.000065342276],"category_scores_gemma":[0.00080123,0.000162112,0.000014294247,0.00095496554,0.00075908843,0.00025716188,0.00058316725,0.00020684923,0.000044324614],"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":[0.00001227577,0.000022000067,0.000046669054,0.000029092476,0.000017994322,0.000001489873,0.0024601514,0.003238288,0.94421047,0.036343675,0.008495991,0.0051219095],"study_design_scores_gemma":[0.00097341085,0.00012614357,0.056722958,0.0004816129,0.00006383662,0.00003204348,0.006551843,0.23799582,0.0066906856,0.0006927099,0.688476,0.0011929347],"about_ca_topic_score_codex":0.000015249027,"about_ca_topic_score_gemma":0.0000029318462,"teacher_disagreement_score":0.9375198,"about_ca_system_score_codex":0.00010120346,"about_ca_system_score_gemma":0.00005257049,"threshold_uncertainty_score":0.66107357},"labels":[],"label_agreement":null},{"id":"W4409246305","doi":"10.1080/00295639.2025.2462891","title":"A Flexible, Moment-Preserving, and Monotone Discretization of the Multidimensional Angular Fokker–Planck Operator","year":2025,"lang":"en","type":"article","venue":"Nuclear Science and Engineering","topic":"Statistical Mechanics and Entropy","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Fokker–Planck equation; Moment (physics); Discretization; Operator (biology); Monotone polygon; Physics; Mathematics; Applied mathematics; Mathematical physics; Mathematical analysis; Classical mechanics; Partial differential equation; Geometry","score_opus":0.0028090866007211258,"score_gpt":0.20502666250370233,"score_spread":0.2022175759029812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409246305","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":[0.96582264,0.00004332317,0.03297115,0.00019574126,0.00012944567,0.0000835755,0.00000803207,0.000010458271,0.0007356078],"genre_scores_gemma":[0.99787277,0.0000030197004,0.0020276643,0.000029984049,0.0000135562395,0.0000021826297,4.3191662e-7,0.0000035811638,0.000046824534],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999612,0.0000028915435,0.000066650435,0.00010858817,0.0001078046,0.00010208449],"domain_scores_gemma":[0.9998184,0.0000121554685,0.00001273771,0.00008628641,0.00003538185,0.00003507528],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008244735,0.00004785868,0.00005946699,0.000032826872,0.00010952672,0.000033096192,0.00008024773,0.000009683702,0.000018044093],"category_scores_gemma":[0.000020347185,0.000034756045,0.000009426514,0.00020119672,0.000052656997,0.00007773676,0.00012754767,0.000041520532,5.152153e-7],"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":[0.0000023665511,0.000008998858,0.0024244802,0.000013566341,0.000006284453,7.762364e-8,0.000089163055,0.0006290676,0.04701619,0.9478904,0.000080699916,0.0018386962],"study_design_scores_gemma":[0.00026122615,0.000017661676,0.03534408,0.0000822979,0.000011462356,3.0880298e-7,0.00014535093,0.95338523,0.006466037,0.0017233987,0.002476728,0.00008620436],"about_ca_topic_score_codex":0.000040575924,"about_ca_topic_score_gemma":1.0481886e-7,"teacher_disagreement_score":0.95275617,"about_ca_system_score_codex":0.0000068433815,"about_ca_system_score_gemma":0.0000167979,"threshold_uncertainty_score":0.14173104},"labels":[],"label_agreement":null},{"id":"W4410091978","doi":"10.1080/00295639.2025.2462895","title":"Development of a Statistical Model of Uncertainty in Time-Dependent Channel Power Distribution Predictions","year":2025,"lang":"en","type":"article","venue":"Nuclear Science and Engineering","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ontario Power Generation; Kinectrics (Canada)","funders":"","keywords":"Statistical physics; Distribution (mathematics); Channel (broadcasting); Power (physics); Statistical model; Econometrics; Computer science; Physics; Mathematics; Statistics; Thermodynamics; Mathematical analysis","score_opus":0.021949182899728737,"score_gpt":0.2851980217662055,"score_spread":0.26324883886647676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410091978","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":[0.78767073,0.000013142018,0.21171737,0.00011167599,0.00004158822,0.000044341046,0.000027145843,0.00001034948,0.00036368598],"genre_scores_gemma":[0.99617237,0.000010492659,0.0037626526,0.000006001341,0.0000012875497,0.0000012575127,8.401223e-7,0.0000015126477,0.000043573895],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986581,0.000007943078,0.00033668533,0.00018511195,0.0006839161,0.00012823667],"domain_scores_gemma":[0.9995436,0.00008457192,0.00004044301,0.00013356245,0.0001515841,0.000046228437],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001713052,0.00004907834,0.00014360703,0.00028107152,0.0000795829,0.00003316174,0.00026252447,0.000026455578,0.000017152746],"category_scores_gemma":[0.00072879257,0.0000398888,0.000017987237,0.0010758069,0.00012359273,0.00015160201,0.0001130488,0.000056122357,0.0000040235213],"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":[0.000013454618,0.00004189378,0.00021115335,0.000007062643,0.000006607283,3.8081026e-7,0.0012294004,0.9724804,0.012263245,0.0069717388,0.00007797772,0.0066966508],"study_design_scores_gemma":[0.0000792835,0.0000080663785,0.011148437,0.000020777557,0.0000035782423,2.3205726e-7,0.00031345786,0.98723334,0.0002162178,0.00079194235,0.00014819,0.000036503738],"about_ca_topic_score_codex":0.00001338075,"about_ca_topic_score_gemma":0.0000064798214,"teacher_disagreement_score":0.20850168,"about_ca_system_score_codex":0.000058237696,"about_ca_system_score_gemma":0.00012972942,"threshold_uncertainty_score":0.1626618},"labels":[],"label_agreement":null},{"id":"W4410286473","doi":"10.1080/00295639.2025.2475621","title":"Advanced Modeling of the Core of a Prismatic Block Gas-Cooled Reactor","year":2025,"lang":"en","type":"article","venue":"Nuclear Science and Engineering","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canadian Nuclear Laboratories","funders":"Atomic Energy of Canada Limited","keywords":"Nuclear engineering; Core (optical fiber); Nuclear reactor core; Block (permutation group theory); Materials science; Core model; Engineering; Mathematics; Geometry","score_opus":0.00626998277694903,"score_gpt":0.18473014821001849,"score_spread":0.17846016543306945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410286473","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":[0.99679565,0.000118069176,0.00049779884,0.00001613505,0.0002706629,0.000090924375,0.0000017363624,0.00009958067,0.002109457],"genre_scores_gemma":[0.9988221,0.000035736666,0.001094543,0.0000067523033,0.000010812651,0.0000018103229,9.0519215e-8,0.000022512662,0.0000056638],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999274,0.0000014143019,0.00019995352,0.0001206838,0.00020200446,0.000201906],"domain_scores_gemma":[0.99959207,0.000018354925,0.000023470904,0.0002549812,0.00006773731,0.000043395365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014139143,0.00011264753,0.00017449155,0.00012776689,0.000043146294,0.000019747,0.00027475,0.00003468737,0.0000017648174],"category_scores_gemma":[0.000060359816,0.00009426608,0.00003796159,0.000715843,0.00006851815,0.0001637601,0.0000904112,0.00013322229,7.0987096e-7],"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":[0.0000016316169,0.0000060747293,0.00002544212,0.00025649625,0.0000125131255,1.7221583e-7,0.00027505617,0.4134932,0.58057356,0.0039425227,0.00001531887,0.0013980556],"study_design_scores_gemma":[0.00011528549,0.000008464602,0.0005459741,0.0002606797,0.000010194491,0.0000014537165,0.00007811339,0.9919086,0.00647686,0.000054799377,0.00044983046,0.00008971413],"about_ca_topic_score_codex":0.000006557996,"about_ca_topic_score_gemma":5.859681e-7,"teacher_disagreement_score":0.57841545,"about_ca_system_score_codex":0.000041320138,"about_ca_system_score_gemma":0.000024179699,"threshold_uncertainty_score":0.3844059},"labels":[],"label_agreement":null},{"id":"W4410807744","doi":"10.1080/00295639.2025.2494187","title":"Development of a TRACE Critical Break LOCA Model for D-PSA Applications with RAVEN","year":2025,"lang":"en","type":"article","venue":"Nuclear Science and Engineering","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"CANDU Owners Group","keywords":"TRACE (psycholinguistics); Nuclear engineering; Nuclear physics; Computer science; Physics; Engineering","score_opus":0.036732096026845046,"score_gpt":0.3315783778631586,"score_spread":0.29484628183631356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410807744","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04364647,0.000055423418,0.9547591,0.00072564924,0.000019823014,0.0000973858,0.000001872796,0.000018512757,0.00067573413],"genre_scores_gemma":[0.78967786,0.0000069918633,0.21013962,0.000031143107,0.000004391645,0.000012893497,8.689916e-8,0.000002902824,0.00012414574],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989358,0.0000028350512,0.00021366192,0.0002448523,0.00044827315,0.00015454898],"domain_scores_gemma":[0.9992852,0.00016299343,0.000023336164,0.00019051085,0.00027161144,0.00006635644],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011278242,0.000057020938,0.00012820926,0.00024082845,0.00024157178,0.00009285202,0.0003376564,0.000022584414,0.00000428619],"category_scores_gemma":[0.00035792636,0.000041726376,0.000028943323,0.0010786161,0.00017569134,0.00020300405,0.00005714085,0.000040726278,0.000003450147],"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":[0.000053685988,0.000090864036,0.00016891422,0.00008600637,0.000039302842,5.3039054e-7,0.004969388,0.39116645,0.019266138,0.19787592,0.0004022513,0.38588056],"study_design_scores_gemma":[0.00007642603,0.000008430506,0.0007816279,0.000015406276,0.000010740159,8.771921e-7,0.0004617475,0.9848616,0.0002491536,0.0012439075,0.012232249,0.000057811474],"about_ca_topic_score_codex":0.0000018648194,"about_ca_topic_score_gemma":0.0000054040215,"teacher_disagreement_score":0.74603134,"about_ca_system_score_codex":0.000021127953,"about_ca_system_score_gemma":0.00016322552,"threshold_uncertainty_score":0.18579991},"labels":[],"label_agreement":null},{"id":"W4412165483","doi":"10.1080/00295639.2025.2489882","title":"Salt Composition Selection for Molten Salt Reactors: Required Pumping Power, Heat Exchanger Size, and Other Considerations","year":2025,"lang":"en","type":"article","venue":"Nuclear Science and Engineering","topic":"Nuclear reactor physics and engineering","field":"Engineering","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":"McMaster University","funders":"University Network of Excellence in Nuclear Engineering","keywords":"Molten salt; Heat exchanger; Selection (genetic algorithm); Nuclear engineering; Composition (language); Salt (chemistry); Materials science; Power (physics); Environmental science; Process engineering; Thermodynamics; Chemistry; Computer science; Metallurgy; Physics; Engineering","score_opus":0.010231418010379953,"score_gpt":0.22064379903883707,"score_spread":0.2104123810284571,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412165483","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":[0.9879841,0.00021514778,0.0062100403,0.0002224607,0.0006385553,0.00033502624,0.0000122533565,0.0007289826,0.003653427],"genre_scores_gemma":[0.99684066,0.000037106096,0.0028474326,0.00014232431,0.000064719585,0.0000130262,8.089568e-7,0.000044412216,0.000009516233],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991979,0.0000030443011,0.00014836813,0.00022720698,0.00012402017,0.000299446],"domain_scores_gemma":[0.99962276,0.000097386066,0.00001076015,0.00011275064,0.00006444561,0.00009187921],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018281493,0.00015436097,0.0001533327,0.00018920013,0.0002211532,0.00021908447,0.00006566153,0.00006092629,0.0000074376144],"category_scores_gemma":[0.000078613186,0.00017019374,0.000024078798,0.00037039,0.000058223344,0.00042538779,0.00003649073,0.00011815239,0.0000020387836],"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":[0.000004123964,0.000008467013,0.00003835165,0.00012357035,0.000024451248,4.8126384e-7,0.00040532748,0.01586589,0.9645718,0.01811471,0.00033043625,0.0005123875],"study_design_scores_gemma":[0.0003904298,0.00004996596,0.0021308754,0.0001949148,0.000024674036,0.000019523306,0.000086141255,0.9616901,0.008691632,0.00027388163,0.026089815,0.00035803724],"about_ca_topic_score_codex":0.000020355146,"about_ca_topic_score_gemma":0.000002264677,"teacher_disagreement_score":0.95588017,"about_ca_system_score_codex":0.00010114203,"about_ca_system_score_gemma":0.0000178686,"threshold_uncertainty_score":0.6940299},"labels":[],"label_agreement":null},{"id":"W4413328290","doi":"10.1080/00295639.2025.2497024","title":"SAINT: A Computational Framework for Time-Dependent Neutron Transport","year":2025,"lang":"en","type":"article","venue":"Nuclear Science and Engineering","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Neutron transport; Neutron; Nuclear physics; Physics; Nuclear engineering; Statistical physics; Computer science; Engineering","score_opus":0.004175279833544774,"score_gpt":0.19510255838557305,"score_spread":0.1909272785520283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413328290","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":[0.8736734,0.00015967595,0.12077658,0.00015266478,0.0007590116,0.00028872385,0.000014476855,0.0008493646,0.0033261515],"genre_scores_gemma":[0.98521346,0.000012864689,0.014602704,0.00004651738,0.000052176518,0.000008151751,0.0000015077632,0.000035364566,0.000027267619],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992407,8.848372e-7,0.00012182795,0.00018324038,0.00016490588,0.0002884259],"domain_scores_gemma":[0.99970436,0.000041261294,0.000007642007,0.00011727753,0.000046435067,0.000083016545],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015904989,0.00012871176,0.00012936692,0.00016258788,0.00010694182,0.00007302744,0.00016411772,0.000050429055,0.00000987459],"category_scores_gemma":[0.000023673068,0.0001417074,0.00003125954,0.00036726237,0.00004412028,0.00019994605,0.000023914283,0.00013726867,0.000012831959],"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":[0.0000041015956,0.000009973799,0.000017326234,0.00014278227,0.000024165933,0.0000012775453,0.00019598723,0.8140302,0.06025648,0.11830296,0.00014944935,0.0068653063],"study_design_scores_gemma":[0.00014553669,0.00001500751,0.0021497367,0.000073707815,0.000010028549,0.0000022947365,0.000024038654,0.98474497,0.00026021476,0.0007625678,0.01163957,0.00017234802],"about_ca_topic_score_codex":0.00000433573,"about_ca_topic_score_gemma":1.754166e-7,"teacher_disagreement_score":0.17071477,"about_ca_system_score_codex":0.00010719827,"about_ca_system_score_gemma":0.000020133883,"threshold_uncertainty_score":0.57786596},"labels":[],"label_agreement":null},{"id":"W4417197827","doi":"10.1080/00295639.2025.2592177","title":"A Self-Adjoint Scalar Flux Equation for Calculating Point-Source Uncollided Flux Moments Without Ray Effects","year":2025,"lang":"en","type":"article","venue":"Nuclear Science and Engineering","topic":"Laser-Plasma Interactions and Diagnostics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"Nuclear Energy University Program; Natural Sciences and Engineering Research Council of Canada","keywords":"Flux (metallurgy); Neutron flux; Scalar (mathematics); Radiation flux; Differential equation; Neutron","score_opus":0.005835586688904823,"score_gpt":0.2290085216203736,"score_spread":0.22317293493146878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417197827","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":[0.86951226,0.0000045769757,0.12731475,0.00014102145,0.00041066692,0.00035263374,0.000004076764,0.000098116485,0.0021619108],"genre_scores_gemma":[0.9829469,5.4900164e-7,0.01649345,0.000056234017,0.00006541203,0.000028965467,0.0000034340223,0.000013051897,0.00039202833],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99925137,0.000005416388,0.00013823484,0.00021820578,0.00014249551,0.00024428565],"domain_scores_gemma":[0.9995262,0.0001442131,0.000035783196,0.00011980139,0.00009609632,0.00007790833],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023484384,0.0001083854,0.00011889901,0.00012749269,0.0002981103,0.0001928189,0.0000992196,0.000023865354,0.000028444454],"category_scores_gemma":[0.0001344888,0.00010303259,0.000037441638,0.00032297111,0.000028838003,0.0003080619,0.000063578955,0.000082132436,0.000025768977],"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":[0.00005994226,0.00066446647,0.021110315,0.0013001361,0.0003530124,0.0000048302268,0.004311099,0.55723894,0.24245301,0.09983518,0.005105,0.067564055],"study_design_scores_gemma":[0.0005227458,0.000049704857,0.001958296,0.00016176006,0.000033374363,5.567796e-7,0.00021251995,0.9747024,0.008404204,0.0001396845,0.013667511,0.00014719859],"about_ca_topic_score_codex":0.000047948382,"about_ca_topic_score_gemma":3.391794e-7,"teacher_disagreement_score":0.41746348,"about_ca_system_score_codex":0.00007381082,"about_ca_system_score_gemma":0.000047793543,"threshold_uncertainty_score":0.4201547},"labels":[],"label_agreement":null},{"id":"W5434569","doi":"10.13182/nse05-a2517","title":"Advanced Online Flux Mapping of CANDU PHWR by Least-Squares Method","year":2005,"lang":"en","type":"article","venue":"Nuclear Science and Engineering","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Detector; Neutron flux; Neutron transport; Flux (metallurgy); Least-squares function approximation; Physics; Nonlinear system; Computational physics; Nuclear engineering; Nuclear physics; Computer science; Neutron; Optics; Mathematics; Engineering; Statistics; Materials science","score_opus":0.006434446710363239,"score_gpt":0.20733959069445831,"score_spread":0.20090514398409506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W5434569","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":[0.989495,0.0005092365,0.0070068557,0.00007242833,0.00024921322,0.00009337228,0.000022607306,0.00043666613,0.0021146347],"genre_scores_gemma":[0.96990407,0.00009223688,0.029800886,0.000024039731,0.00009174493,0.000001963153,0.0000025740746,0.00005923382,0.000023229877],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99891585,0.0000026904422,0.00020567748,0.00021439092,0.00027696617,0.0003843972],"domain_scores_gemma":[0.9995505,0.000022921195,0.000022725082,0.00019177685,0.00005574358,0.0001563156],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020044121,0.00018137097,0.00021454299,0.00018176796,0.000069435155,0.00005291475,0.00023648275,0.000048294736,0.000023306513],"category_scores_gemma":[0.00003390147,0.00019177675,0.000033600725,0.0005500079,0.000058645666,0.0005020259,0.00006353816,0.00018674931,0.000008386378],"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":[0.000001355634,0.000012926392,0.000009582589,0.00007500495,0.0000121173425,6.9274523e-7,0.00045208528,0.09410326,0.8332172,0.0008134317,0.00033433153,0.07096801],"study_design_scores_gemma":[0.00020526366,0.000024407287,0.00078216166,0.00007509349,0.0000066072807,0.0000085512465,0.00019494105,0.87187976,0.00946202,0.0000071802297,0.11707644,0.00027757016],"about_ca_topic_score_codex":0.00001605248,"about_ca_topic_score_gemma":0.0000014775673,"teacher_disagreement_score":0.8237552,"about_ca_system_score_codex":0.00008292692,"about_ca_system_score_gemma":0.000014297086,"threshold_uncertainty_score":0.78204286},"labels":[],"label_agreement":null},{"id":"W55851152","doi":"10.13182/nse00-a2131","title":"Reactivity Control Method for Direct Use of Spent Pressurized Water Reactor Fuel in CANDU Reactors (DUPIC)","year":2000,"lang":"en","type":"article","venue":"Nuclear Science and Engineering","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":5,"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":"Atomic Energy of Canada Limited; Korea Atomic Energy Research Institute","keywords":"Natural uranium; Uranium; Reactivity (psychology); Spent nuclear fuel; Depleted uranium; Spent fuel pool; MOX fuel; Enriched uranium; Pressurized water reactor; Nuclear engineering; Fraction (chemistry); Waste management; Environmental science; Chemistry; Materials science; Nuclear chemistry; Chromatography; Engineering; Metallurgy","score_opus":0.011883138212702917,"score_gpt":0.206616076532703,"score_spread":0.19473293832000008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W55851152","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":[0.9968304,0.00004912099,0.00075549784,0.000021751444,0.00021287556,0.00027844205,0.000021694492,0.00020124047,0.0016289823],"genre_scores_gemma":[0.9959856,0.00009451988,0.00375952,0.000011178889,0.000051326962,0.00001156183,0.0000016011592,0.000064159285,0.000020490641],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987709,0.000007928853,0.0002403205,0.0002714278,0.0002326296,0.00047682232],"domain_scores_gemma":[0.99944866,0.00010635274,0.00001773432,0.0002414082,0.00005049193,0.00013535944],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004544645,0.00020325629,0.0003384156,0.00019698188,0.00003622133,0.000095785865,0.00017129464,0.000069845766,0.00003036971],"category_scores_gemma":[0.00006645759,0.00017789983,0.00005351985,0.00028745193,0.000048448583,0.0007535977,0.000026031244,0.0001699025,0.000003954114],"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":[0.000035035064,0.000025763127,0.000078241275,0.0001439807,0.00002098145,0.0000029150553,0.0006254952,0.050244916,0.93659675,0.00026996492,0.000049621296,0.011906356],"study_design_scores_gemma":[0.00080201676,0.00005334584,0.0068642674,0.000091696274,0.000025163708,0.0000060362713,0.000020221529,0.8547853,0.019250315,0.000017267199,0.11769141,0.00039295302],"about_ca_topic_score_codex":0.00022497089,"about_ca_topic_score_gemma":0.000007802269,"teacher_disagreement_score":0.9173464,"about_ca_system_score_codex":0.00009920081,"about_ca_system_score_gemma":0.000013732974,"threshold_uncertainty_score":0.72545445},"labels":[],"label_agreement":null},{"id":"W63201706","doi":"10.13182/nse00-a2115","title":"Compatibility Analysis on Existing Reactivity Devices in CANDU 6 Reactors for DUPIC Fuel Cycle","year":2000,"lang":"en","type":"article","venue":"Nuclear Science and Engineering","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nuclear engineering; Control rod; Shim (computing); Materials science; Shutdown; Environmental science; Nuclear physics; Engineering; Physics","score_opus":0.0132930066793023,"score_gpt":0.22306511279382096,"score_spread":0.20977210611451866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W63201706","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":[0.9942843,0.00003166385,0.000100314566,0.00001727177,0.0001008451,0.0001114585,0.00000731131,0.00024247877,0.0051043895],"genre_scores_gemma":[0.99915653,0.000029981002,0.0006957994,0.000019903975,0.000047315436,0.0000064668125,0.0000018923043,0.000036869056,0.0000052495247],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99882925,0.000003902399,0.00018410772,0.0003112577,0.00022281523,0.0004486597],"domain_scores_gemma":[0.9994716,0.00007094058,0.0000156248,0.00023364717,0.000029849849,0.00017831523],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004232749,0.00017816476,0.0002524351,0.0003158318,0.000088736946,0.0001104951,0.00017655436,0.00004989899,0.000022327558],"category_scores_gemma":[0.00007626068,0.0001864766,0.000052190622,0.0012302556,0.00004826119,0.00039615127,0.000020381576,0.00018626734,0.0000072392318],"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":[0.000021916823,0.00006810835,0.0032982563,0.00027145792,0.000092631984,0.0000059244753,0.0014124709,0.8865656,0.053728007,0.0024871782,0.0000396935,0.05200871],"study_design_scores_gemma":[0.00015720812,0.000026242235,0.095531456,0.000037294616,0.000023702154,0.0000011233342,0.000047297905,0.8964405,0.00016619515,0.000024728577,0.007302796,0.0002414754],"about_ca_topic_score_codex":0.0001559494,"about_ca_topic_score_gemma":0.000053006996,"teacher_disagreement_score":0.0922332,"about_ca_system_score_codex":0.0001745835,"about_ca_system_score_gemma":0.00001581694,"threshold_uncertainty_score":0.76042944},"labels":[],"label_agreement":null},{"id":"W72085828","doi":"10.13182/nse04-a2402","title":"Benchmarking MCNP and WIMS/RFSP against Measurement Data—I: Deuterium Critical Assembly","year":2004,"lang":"en","type":"article","venue":"Nuclear Science and Engineering","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nuclear engineering; Nuclear data; Monte Carlo method; Enriched uranium; Nuclear physics; Materials science; Physics; Uranium; Neutron; Engineering; Mathematics; Statistics","score_opus":0.024210253799604706,"score_gpt":0.21500297437605892,"score_spread":0.19079272057645422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W72085828","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":[0.988929,0.00049887045,0.006238398,0.00014711916,0.0009194733,0.00011761924,0.000009665202,0.0006614823,0.0024784133],"genre_scores_gemma":[0.99299884,0.00018555598,0.0065210247,0.00004921972,0.00018034349,0.000002171154,0.0000015153212,0.000060831033,5.1816926e-7],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99847203,0.0000024192627,0.00016749604,0.00037236942,0.00048727935,0.0004984066],"domain_scores_gemma":[0.99926746,0.000017371098,0.000010542474,0.00036621297,0.000075907185,0.00026252092],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048304768,0.00021196295,0.00017616047,0.00014930584,0.0001731709,0.00023582924,0.00033790345,0.000055576027,0.0000026248226],"category_scores_gemma":[0.00010366189,0.00022593547,0.000017220842,0.00036020938,0.00012216787,0.00094992743,0.0002503818,0.00022528181,0.000009304767],"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":[0.0000032842058,0.000028802067,0.00004253642,0.00034083045,0.000040631447,0.00003401321,0.00064809463,0.079913154,0.8774434,0.013849136,0.00014268038,0.027513444],"study_design_scores_gemma":[0.00037924893,0.000058058384,0.0062235817,0.00029737124,0.00002518626,0.000053190633,0.00012220717,0.9663972,0.0016487509,0.00007175204,0.024031144,0.00069229666],"about_ca_topic_score_codex":0.000013286965,"about_ca_topic_score_gemma":0.00000183365,"teacher_disagreement_score":0.8864841,"about_ca_system_score_codex":0.00015191283,"about_ca_system_score_gemma":0.000030731724,"threshold_uncertainty_score":0.92133814},"labels":[],"label_agreement":null},{"id":"W98676757","doi":"10.13182/nse07-a2711","title":"Perturbation Theory Based on the Method of Cyclic Characteristics","year":2007,"lang":"en","type":"article","venue":"Nuclear Science and Engineering","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Eigenvalues and eigenvectors; Neutron transport; Estimator; Neutron flux; Nuclide; Mathematics; Applied mathematics; Generalized function; Perturbation theory (quantum mechanics); Mathematical analysis; Neutron; Physics; Nuclear physics; Quantum mechanics","score_opus":0.006868864120056406,"score_gpt":0.2003089830942422,"score_spread":0.19344011897418578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W98676757","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":[0.8822319,0.00002554282,0.10171381,0.00007577277,0.00050042424,0.00013488787,0.0000043424125,0.00033914344,0.01497417],"genre_scores_gemma":[0.9966901,0.000008514026,0.0031544669,0.00005352943,0.00005292721,9.165117e-7,3.1804393e-7,0.00003098418,0.000008233953],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99930954,0.000003802462,0.00012671342,0.000108448905,0.00023033921,0.00022115724],"domain_scores_gemma":[0.99954116,0.00015962626,0.000017039445,0.00017701121,0.0000385829,0.00006655981],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010153711,0.000102710335,0.000099097146,0.00013238823,0.00007008741,0.000041258223,0.00016358956,0.000031676864,0.0000124806475],"category_scores_gemma":[0.00011310117,0.00007986004,0.00002262001,0.0003874793,0.00005766239,0.00011502351,0.000021079612,0.00014170635,0.000005156437],"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":[0.000010865156,0.00001804826,0.00003601742,0.00009747906,0.000014899736,0.0000026495918,0.00068952126,0.06287318,0.6139802,0.27254704,0.00004668986,0.049683463],"study_design_scores_gemma":[0.000056976987,0.000023739181,0.0067084436,0.00003953766,0.000005505135,0.0000024458486,0.00005924263,0.9838234,0.005111974,0.00011560119,0.003929513,0.00012357441],"about_ca_topic_score_codex":9.925404e-7,"about_ca_topic_score_gemma":5.0166765e-8,"teacher_disagreement_score":0.9209503,"about_ca_system_score_codex":0.00004103633,"about_ca_system_score_gemma":0.000007631057,"threshold_uncertainty_score":0.32565978},"labels":[],"label_agreement":null}]}