{"meta":{"query_hash":"1217cae8264c","filters":{"venue":"Science and Technology of Nuclear Installations"},"cohort_total":16,"direct_labels_cover":0,"predictions_cover":16,"exported":16,"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/1217cae8264c","api":"https://metacan.xera.ac/api/v1/cohort?venue=Science+and+Technology+of+Nuclear+Installations"},"results":[{"id":"W1506954375","doi":"10.1155/2016/5903602","title":"Scaled-Down Moderator Circulation Test Facility at Korea Atomic Energy Research Institute","year":2016,"lang":"en","type":"article","venue":"Science and Technology of Nuclear Installations","topic":"Nuclear Engineering Thermal-Hydraulics","field":"Engineering","cited_by":9,"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":"National Research Foundation of Korea; National Research Foundation","keywords":"Moderation; Computational fluid dynamics; Research reactor; Nuclear engineering; Natural circulation; Thermal hydraulics; Scaling; Atomic energy; Particle image velocimetry; Scale (ratio); Environmental science; Simulation; Mechanical engineering; Engineering; Nuclear physics; Mechanics; Aerospace engineering; Physics; Statistics; Mathematics; Turbulence; Heat transfer","score_opus":0.018281135187123324,"score_gpt":0.23868491814738513,"score_spread":0.2204037829602618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1506954375","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":[0.9925347,0.000045856155,0.00094717334,0.00094612985,0.000089628586,0.00009086704,0.000024808964,0.0004794716,0.004841356],"genre_scores_gemma":[0.9991364,0.00006692171,0.000712538,0.0000090296,0.000011400592,0.0000049505247,0.0000012092565,0.000016762284,0.000040783798],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998928,0.000008171141,0.0001890588,0.00025641202,0.00030682833,0.0003114967],"domain_scores_gemma":[0.9992161,0.00005136558,0.000025005404,0.0003940482,0.00023616751,0.000077318036],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034963817,0.000102985796,0.00012523324,0.00066119357,0.00034243302,0.000024040557,0.00029331542,0.00014890304,0.000036345955],"category_scores_gemma":[0.00027486196,0.00008961386,0.000018254834,0.0012033874,0.0019190861,0.00043300993,0.0002070615,0.00012818469,0.000058967245],"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":[0.000003456228,0.000026721855,0.0018678136,0.000017895021,0.00001141466,0.0000020640423,0.00012018616,0.0023957533,0.9074519,0.042784166,0.0003007926,0.045017827],"study_design_scores_gemma":[0.002017942,0.00033057795,0.07857034,0.00030027633,0.000037318117,0.00017372431,0.00035228246,0.50177705,0.0874262,0.036096327,0.2915441,0.0013738383],"about_ca_topic_score_codex":0.000011818287,"about_ca_topic_score_gemma":0.000048041544,"teacher_disagreement_score":0.82002574,"about_ca_system_score_codex":0.00025289747,"about_ca_system_score_gemma":0.000059920796,"threshold_uncertainty_score":0.70709527},"labels":[],"label_agreement":null},{"id":"W1517532474","doi":"10.1155/2015/143767","title":"CANDU Safety R&D Status, Challenges, and Prospects in Canada","year":2015,"lang":"en","type":"article","venue":"Science and Technology of Nuclear Installations","topic":"Nuclear Materials and Properties","field":"Materials Science","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 Safety Commission","funders":"Canadian Nuclear Safety Commission; University Network of Excellence in Nuclear Engineering","keywords":"Scope (computer science); Engineering; Excellence; Nuclear industry; Nuclear engineering; Safety standards; Political science; Computer science; Reliability engineering","score_opus":0.03246181400967958,"score_gpt":0.22447520673233223,"score_spread":0.19201339272265266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1517532474","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":[0.98969764,0.0011556387,2.9030977e-7,0.0023208365,0.00013836486,0.000104443876,0.000013920782,0.000032599728,0.0065362714],"genre_scores_gemma":[0.99826217,0.0005475658,0.0011157949,0.00004053403,0.000007589419,0.0000017942416,4.4607125e-7,0.0000060272955,0.000018094488],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991469,0.000013794078,0.00016729909,0.00021894848,0.00021745442,0.00023563513],"domain_scores_gemma":[0.9995361,0.000010028892,0.000057613634,0.00016526072,0.00014369938,0.000087291235],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039455434,0.00006879315,0.00013971137,0.00017572516,0.00013475752,0.000026991376,0.00015013923,0.0000454986,0.0000399916],"category_scores_gemma":[0.00018440717,0.000058292746,0.0000031923785,0.00031816194,0.0008700669,0.00022852098,0.00018529689,0.000059933085,0.0000058601245],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008192585,0.00005711454,0.011319178,0.00007466024,0.000005375021,0.000009941211,0.0045121773,0.0000203747,0.7065229,0.24140775,0.0006340115,0.035354596],"study_design_scores_gemma":[0.0021648456,0.0005670133,0.20971334,0.00023568053,0.000020153351,0.0001297002,0.022907874,0.00038810898,0.016544133,0.025203286,0.72127295,0.0008529399],"about_ca_topic_score_codex":0.16461357,"about_ca_topic_score_gemma":0.56390256,"teacher_disagreement_score":0.72063893,"about_ca_system_score_codex":0.00014703085,"about_ca_system_score_gemma":0.00095118757,"threshold_uncertainty_score":0.84094936},"labels":[],"label_agreement":null},{"id":"W1967875710","doi":"10.1155/2011/741396","title":"An Optimized Design of Single‐Channel Beta‐Gamma Coincidence Phoswich Detector by Geant4 Monte Carlo Simulations","year":2011,"lang":"en","type":"article","venue":"Science and Technology of Nuclear Installations","topic":"Radiation Detection and Scintillator Technologies","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Canada","funders":"","keywords":"Photomultiplier; Detector; Coincidence; Xenon; Optics; Scintillation; Monte Carlo method; Physics; Scintillator; Nuclear physics; Scintillation counter; Mathematics","score_opus":0.03031872289647813,"score_gpt":0.24234976495404692,"score_spread":0.21203104205756879,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967875710","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":[0.9920013,0.000041443483,0.0065247244,0.00016808254,0.000054032716,0.0002351435,0.000043487984,0.00018294962,0.00074882037],"genre_scores_gemma":[0.98981684,0.0000064227675,0.010127555,0.000009731449,0.000005603585,0.000005311773,6.143982e-7,0.000010846391,0.000017095717],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989604,0.000020087806,0.00030756716,0.00029253538,0.00021267774,0.00020676763],"domain_scores_gemma":[0.998901,0.00003670753,0.00024097011,0.0003743418,0.00038593172,0.000061027218],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019982991,0.00011985161,0.00020381993,0.00058625865,0.00034494934,0.000024186249,0.0003886825,0.00010555344,0.00012004785],"category_scores_gemma":[0.00006924183,0.00011788709,0.000031363466,0.0013186043,0.0015831159,0.00046212546,0.000078909914,0.00012238207,0.0000031361383],"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":[0.000058606318,0.00056020037,0.014692134,0.000013278541,0.00010557658,0.0000014067682,0.0024521896,0.021193702,0.9043271,0.025133492,0.00029097724,0.031171354],"study_design_scores_gemma":[0.0019444601,0.0017192689,0.008597628,0.000072929,0.00012656773,0.000015993117,0.0118439635,0.4286042,0.5301465,0.014794747,0.0012475598,0.00088621955],"about_ca_topic_score_codex":0.00009601978,"about_ca_topic_score_gemma":0.0000065037925,"teacher_disagreement_score":0.4074105,"about_ca_system_score_codex":0.000022994507,"about_ca_system_score_gemma":0.000083755476,"threshold_uncertainty_score":0.58330566},"labels":[],"label_agreement":null},{"id":"W1980667245","doi":"10.1155/2014/306406","title":"The Dilution Dependency of Multigroup Uncertainties","year":2014,"lang":"en","type":"article","venue":"Science and Technology of Nuclear Installations","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":"Dilution; Propagation of uncertainty; Nuclear data; Covariance; Statistical physics; Monte Carlo method; Covariance matrix; Uncertainty analysis; Neutron; Physics; Lattice (music); Uncertainty quantification; Mathematics; Nuclear physics; Statistics; Thermodynamics","score_opus":0.0035601953256156693,"score_gpt":0.17700507947682417,"score_spread":0.1734448841512085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1980667245","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":[0.9885734,0.000072066265,0.00050042017,0.00016627567,0.00008679834,0.00004283984,0.0000014315615,0.00012036105,0.010436406],"genre_scores_gemma":[0.99929816,0.00006418246,0.00062029157,0.0000016070668,0.0000053276167,7.214117e-7,1.6127038e-7,0.0000061882924,0.0000033356316],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996469,0.0000016793474,0.00009307119,0.000059611204,0.00010097283,0.000097789314],"domain_scores_gemma":[0.99973196,0.000019148069,0.000021882457,0.00013567744,0.00007623691,0.000015077076],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012466879,0.00004035988,0.000058447415,0.00012548175,0.00014794573,0.000010590618,0.00014443525,0.000033264492,0.0000018928923],"category_scores_gemma":[0.000062522,0.00003205713,0.000009447021,0.00047730247,0.0006038555,0.00010327574,0.00004105939,0.0000635568,0.0000014993005],"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":[7.2882955e-7,0.000007146651,0.0004023948,0.000016889866,0.000008672263,4.7940073e-8,0.00015805544,0.0016411049,0.28643686,0.63180155,0.000042743653,0.0794838],"study_design_scores_gemma":[0.0004435456,0.00022974532,0.030103398,0.00010509066,0.000028600469,0.000011937695,0.0023794204,0.7538992,0.01837685,0.051714957,0.14230222,0.0004050213],"about_ca_topic_score_codex":0.000008064519,"about_ca_topic_score_gemma":0.0000071193854,"teacher_disagreement_score":0.7522581,"about_ca_system_score_codex":0.000011646964,"about_ca_system_score_gemma":0.000008830836,"threshold_uncertainty_score":0.22249307},"labels":[],"label_agreement":null},{"id":"W1997495171","doi":"10.1155/2009/643950","title":"Passive Safety Systems in Advanced PWRs","year":2009,"lang":"en","type":"article","venue":"Science and Technology of Nuclear Installations","topic":"Nuclear Engineering Thermal-Hydraulics","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":"Engineering; China; Government (linguistics); Nuclear power; System safety; Engineering management; Systems engineering; Civil engineering; Political science; Reliability engineering","score_opus":0.0035352023957859824,"score_gpt":0.19275333178206722,"score_spread":0.18921812938628124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997495171","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":[0.98157316,0.00017451828,0.00014886854,0.0008397496,0.000120964454,0.00014380497,0.0000033075842,0.00045752764,0.016538084],"genre_scores_gemma":[0.99827063,0.0000729034,0.001618858,0.000014941908,0.0000046292944,0.000001223492,3.3988448e-7,0.000010082278,0.000006373582],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994135,0.0000025568581,0.00015841381,0.00012602928,0.000117061514,0.00018245493],"domain_scores_gemma":[0.9996911,0.000009240353,0.000022908387,0.00018671475,0.000057605394,0.000032377506],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000101958096,0.000072401985,0.0001158706,0.0005086146,0.00006909565,0.000013418301,0.00018831612,0.00008099662,0.0000045017605],"category_scores_gemma":[0.000056661316,0.00007811208,0.000008971691,0.0011921179,0.00029004013,0.00021029513,0.000030979903,0.00013373846,0.000007827354],"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":[0.0000070473466,0.00004555977,0.00030098463,0.00003604108,0.000011503817,0.000009780766,0.00054463465,0.26013365,0.3381093,0.23540863,0.00015799246,0.16523483],"study_design_scores_gemma":[0.0015435213,0.00048165178,0.17326687,0.00036128855,0.000020249507,0.000109552464,0.002468418,0.71015984,0.0041918987,0.009981097,0.096461065,0.0009545187],"about_ca_topic_score_codex":0.0000023378764,"about_ca_topic_score_gemma":0.0000043614004,"teacher_disagreement_score":0.45002618,"about_ca_system_score_codex":0.000067940426,"about_ca_system_score_gemma":0.000018890147,"threshold_uncertainty_score":0.31853184},"labels":[],"label_agreement":null},{"id":"W2012080469","doi":"10.1155/2012/863503","title":"Evaluation of ASSERT-PV V3R1 against the PSBT Benchmark","year":2012,"lang":"lv","type":"article","venue":"Science and Technology of Nuclear Installations","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; University Network of Excellence in Nuclear Engineering; Atomic Energy of Canada Limited","keywords":"Algorithm; Materials science; Computer science","score_opus":0.020817389743832848,"score_gpt":0.2484230509315336,"score_spread":0.22760566118770076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012080469","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":[0.9603597,0.0008883806,0.00003803011,0.0004658263,0.00033589336,0.00020867579,0.000012167428,0.00007490903,0.037616413],"genre_scores_gemma":[0.9992307,0.0001585756,0.0005264484,0.000010564701,0.000040618517,0.0000032157245,0.0000016751335,0.000023243907,0.000004946757],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985256,0.000017765755,0.00027347176,0.00015881739,0.00069183204,0.00033249904],"domain_scores_gemma":[0.9988247,0.000035102526,0.00011256318,0.0004002081,0.00056182564,0.00006558043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001571224,0.00013472668,0.00017927692,0.00040167183,0.0002659132,0.000027479335,0.00034755224,0.00013818454,0.00004556681],"category_scores_gemma":[0.0002640604,0.0001166223,0.00003554381,0.0017616779,0.0010338562,0.00047360192,0.00015772982,0.00024041331,0.000012020312],"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":[0.0000024464894,0.0001508076,0.0022741626,0.00008966601,0.00014177972,2.3044407e-7,0.0023622531,0.0065997,0.46950084,0.36016023,0.0003490277,0.15836886],"study_design_scores_gemma":[0.0012405886,0.00029832,0.11849112,0.00050240476,0.0008158905,0.000028378072,0.0097853085,0.7536008,0.0136322025,0.012401788,0.08816207,0.0010411775],"about_ca_topic_score_codex":0.000015341126,"about_ca_topic_score_gemma":0.000004342498,"teacher_disagreement_score":0.74700105,"about_ca_system_score_codex":0.00009668152,"about_ca_system_score_gemma":0.000121108125,"threshold_uncertainty_score":0.47557196},"labels":[],"label_agreement":null},{"id":"W2026157330","doi":"10.1155/2013/868163","title":"Application of the Critical Heat Flux Look-Up Table to Large Diameter Tubes","year":2013,"lang":"en","type":"article","venue":"Science and Technology of Nuclear Installations","topic":"Heat Transfer and Boiling Studies","field":"Engineering","cited_by":8,"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; King Abdulaziz City for Science and Technology; Saudi Aramco; King Fahd University of Petroleum and Minerals","keywords":"Mechanics; Critical heat flux; Boiler (water heating); Heat flux; Tube (container); Materials science; Coolant; Flux (metallurgy); Heat transfer; Thermodynamics; Engineering; Mechanical engineering; Composite material; Physics; Metallurgy","score_opus":0.006546137607912582,"score_gpt":0.22637444383634295,"score_spread":0.21982830622843036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026157330","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":[0.99222445,0.00004458032,0.00229383,0.0022330245,0.00005935895,0.00015099082,0.000008754915,0.00008375206,0.002901278],"genre_scores_gemma":[0.9990191,0.0000087393455,0.00090034836,0.000044429537,0.000003652796,0.0000099662875,1.6234188e-7,0.0000044402477,0.0000091515985],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9995735,0.0000022751483,0.000100961246,0.00009224269,0.00009921518,0.00013178137],"domain_scores_gemma":[0.9996622,0.000019352867,0.0000021769772,0.00015881739,0.00013520691,0.000022222874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008098598,0.00004255341,0.00007494848,0.00013038183,0.0001678562,0.000009298984,0.00014442758,0.000042067782,0.000019760793],"category_scores_gemma":[0.000088623245,0.000031904015,0.000010909763,0.00070834125,0.0006443569,0.00010881242,0.00005725646,0.000060060807,0.000012916621],"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":[6.185663e-7,0.00003738632,0.013620811,0.0000517591,0.000012036536,4.629351e-8,0.00073180377,0.00021151832,0.8962079,0.07984612,0.00068860064,0.008591345],"study_design_scores_gemma":[0.00095976796,0.00049170264,0.43497413,0.00028383473,0.00010783475,0.000020027688,0.008375632,0.11295921,0.34589994,0.033627808,0.06142629,0.00087380945],"about_ca_topic_score_codex":0.000020348802,"about_ca_topic_score_gemma":0.0000188611,"teacher_disagreement_score":0.550308,"about_ca_system_score_codex":0.000010020244,"about_ca_system_score_gemma":0.000013659766,"threshold_uncertainty_score":0.23741598},"labels":[],"label_agreement":null},{"id":"W2041172136","doi":"10.1155/2013/352757","title":"Simulation Strategy for the Evaluation of Neutronic Properties of a Canadian SCWR Fuel Channel","year":2013,"lang":"en","type":"article","venue":"Science and Technology of Nuclear Installations","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Polytechnique Montréal","funders":"Natural Resources Canada; Natural Sciences and Engineering Research Council of Canada; Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Supercritical fluid; Channel (broadcasting); Nuclear engineering; Reflector (photography); Neutron transport; Coupling (piping); Coolant; Mechanics; Materials science; Engineering; Mechanical engineering; Neutron; Nuclear physics; Electrical engineering; Physics","score_opus":0.050953277524926725,"score_gpt":0.2402602836682663,"score_spread":0.18930700614333956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2041172136","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":[0.99737626,0.00022528209,0.00009428273,0.00018275868,0.000036861336,0.00032565588,0.0000052599503,0.000030100133,0.0017235285],"genre_scores_gemma":[0.99985075,0.00002221363,0.000101867736,0.0000018387236,0.0000045280744,0.000009412311,4.2079608e-7,0.0000074781883,0.0000014945597],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996065,0.0000017698494,0.000108564,0.00005851173,0.0001227101,0.00010194003],"domain_scores_gemma":[0.9994349,0.000012921367,0.000029818704,0.000113643524,0.0003892242,0.0000195323],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016573364,0.000041070183,0.000065383385,0.00040512654,0.000070260365,0.000009220174,0.00010771226,0.000037712995,0.000008533209],"category_scores_gemma":[0.000054590204,0.000032774642,0.000011095586,0.00072161533,0.00028138794,0.00017011764,0.000014250202,0.00004159413,7.3900515e-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":[6.7992903e-7,0.000008030753,0.000026945007,0.000057270325,0.000018320703,7.525071e-9,0.0004366483,0.73175853,0.21468604,0.031467587,0.000020750387,0.021519203],"study_design_scores_gemma":[0.000086105814,0.00003084749,0.0021895254,0.00001979895,0.000014129297,2.467061e-7,0.00071475696,0.9925727,0.0016979442,0.0020483104,0.00058668875,0.00003894284],"about_ca_topic_score_codex":0.0012017842,"about_ca_topic_score_gemma":0.0006299474,"teacher_disagreement_score":0.26081416,"about_ca_system_score_codex":0.00002773516,"about_ca_system_score_gemma":0.00008277794,"threshold_uncertainty_score":0.18167463},"labels":[],"label_agreement":null},{"id":"W2044677879","doi":"10.1155/2008/290373","title":"A Statistical Methodology for Determination of Safety Systems Actuation Setpoints Based on Extreme Value Statistics","year":2008,"lang":"en","type":"article","venue":"Science and Technology of Nuclear Installations","topic":"Nuclear Engineering Thermal-Hydraulics","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; University Network of Excellence in Nuclear Engineering","keywords":"Setpoint; Instrumentation (computer programming); Redundancy (engineering); Engineering; Reliability engineering; Control theory (sociology); Control engineering; Computer science; Control (management); Artificial intelligence","score_opus":0.04541121474330597,"score_gpt":0.2638676471716769,"score_spread":0.2184564324283709,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044677879","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":[0.14739054,0.000015192622,0.85063684,0.0001302687,0.00016092,0.00031343827,0.00017333012,0.00020082295,0.0009786526],"genre_scores_gemma":[0.7683883,0.000012416153,0.2315565,0.0000076103797,0.0000050616377,0.0000046462683,0.0000066154385,0.000015600506,0.000003281232],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999245,0.000015144727,0.0002529773,0.00014535466,0.00018734044,0.00015417351],"domain_scores_gemma":[0.9992226,0.00027457165,0.000067775436,0.00018881504,0.00021178678,0.00003449753],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003843996,0.00008562214,0.00017279267,0.00050805724,0.00012677671,0.000005964019,0.0001397326,0.00010707316,0.0000082259385],"category_scores_gemma":[0.0006452147,0.00009176767,0.000012603234,0.00047471325,0.00066922064,0.00009435915,0.000023356532,0.00008855461,0.0000023771029],"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":[0.000066305525,0.00011961329,0.00030794315,0.0003589165,0.00003243331,0.0000056223703,0.00072611345,0.20519255,0.23033573,0.49664438,0.00038923387,0.065821156],"study_design_scores_gemma":[0.00028634426,0.00019091491,0.0039580544,0.000027775563,0.000014044825,0.000014435837,0.00007472368,0.9906545,0.00150175,0.0019082462,0.001272874,0.00009633357],"about_ca_topic_score_codex":0.0000038528165,"about_ca_topic_score_gemma":0.0000023270652,"teacher_disagreement_score":0.78546196,"about_ca_system_score_codex":0.00006516352,"about_ca_system_score_gemma":0.000058940772,"threshold_uncertainty_score":0.37421772},"labels":[],"label_agreement":null},{"id":"W2162777422","doi":"10.1155/2013/402570","title":"A Solution-Based Approach for Mo-99 Production: Considerations for Nitrate versus Sulfate Media","year":2013,"lang":"en","type":"article","venue":"Science and Technology of Nuclear Installations","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":28,"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":"National Nuclear Security Administration; Office of Defense Nuclear Nonproliferation; U.S. Department of Energy","keywords":"Uranyl nitrate; Uranyl; Sulfate; Nitrate; Precipitation; Chemistry; Economic shortage; Molybdenum; Inorganic chemistry; Radiochemistry; Nuclear chemistry; Uranium; Materials science; Metallurgy; Meteorology; Organic chemistry","score_opus":0.04779663318672269,"score_gpt":0.2470127449837127,"score_spread":0.19921611179699,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162777422","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":[0.98938036,0.000048615453,0.0009928183,0.007024638,0.00043883003,0.0010597788,0.000066415494,0.00019085608,0.00079768756],"genre_scores_gemma":[0.90937924,0.0000055853743,0.09035462,0.00005451336,0.000039422688,0.0001317033,0.000004068001,0.000011728867,0.000019112462],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999023,0.000012233482,0.00022946538,0.00032828934,0.00015584394,0.000251154],"domain_scores_gemma":[0.99878,0.0000937217,0.00010969752,0.00020331434,0.00076605665,0.00004717931],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043039978,0.000095892916,0.0001526016,0.00025012367,0.00091098045,0.0001302086,0.00017261505,0.00009031327,0.00013316846],"category_scores_gemma":[0.0009958325,0.000082370745,0.000024978755,0.00036444588,0.0018548076,0.00042283043,0.000056864912,0.000044354954,0.000017016431],"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":[0.000034218192,0.000040288203,0.000012433255,0.000030682466,0.000004044547,3.336792e-8,0.00016374684,0.00012250284,0.9604527,0.03709997,0.0011812961,0.00085809175],"study_design_scores_gemma":[0.0038603537,0.0014296658,0.0010885815,0.00008012973,0.00012645702,0.000027242051,0.0044634966,0.06414437,0.7924951,0.11792314,0.013467144,0.000894347],"about_ca_topic_score_codex":0.000030767314,"about_ca_topic_score_gemma":0.000013022465,"teacher_disagreement_score":0.16795763,"about_ca_system_score_codex":0.000025740723,"about_ca_system_score_gemma":0.00017648927,"threshold_uncertainty_score":0.7006617},"labels":[],"label_agreement":null},{"id":"W2787241160","doi":"10.1155/2018/1706590","title":"Analysis of Control Rod Drop Accidents for the Canadian SCWR Using Coupled 3-Dimensional Neutron Kinetics and Thermal Hydraulics","year":2018,"lang":"en","type":"article","venue":"Science and Technology of Nuclear Installations","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":"McMaster University","funders":"Office of Energy Research and Development; Natural Sciences and Engineering Research Council of Canada; Canadian Nuclear Laboratories; Natural Resources Canada; University of Michigan","keywords":"Control rod; Nuclear engineering; Scram; Thermal hydraulics; Neutron transport; Delayed neutron; Decay heat; Boiling water reactor; Setpoint; Supercritical fluid; Neutron; Environmental science; Engineering; Mechanics; Fission; Mechanical engineering; Nuclear physics; Thermodynamics; Heat transfer; Computer science; Physics","score_opus":0.00998259323874731,"score_gpt":0.2216807881016342,"score_spread":0.21169819486288688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2787241160","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":[0.9990348,0.000043146527,0.00027349332,0.00017419452,0.000047893343,0.00009352081,0.000012450645,0.00002757915,0.00029288614],"genre_scores_gemma":[0.9993024,0.000005871945,0.0006535912,0.000015245101,0.000011090218,8.695943e-7,7.969065e-7,0.0000094295265,7.380521e-7],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995612,0.0000013425979,0.00010614249,0.0000901575,0.000099387726,0.00014177558],"domain_scores_gemma":[0.99961275,0.000023177507,0.000029729274,0.00013215603,0.0001620594,0.000040139814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009836478,0.00005653478,0.000112908434,0.00040500992,0.00021994136,0.000019410785,0.000120643985,0.00005180643,0.000005140788],"category_scores_gemma":[0.000026974325,0.000048366346,0.000017844208,0.0009268955,0.0006507813,0.000081982915,0.000029871491,0.00005557207,2.7272156e-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":[0.000003904892,0.000012858902,0.0030188577,0.000010050057,0.00024930097,2.5073072e-7,0.0002135618,0.05702825,0.9237635,0.011653218,0.000012762656,0.004033491],"study_design_scores_gemma":[0.00012494951,0.00003778425,0.05290491,0.0000059720555,0.00012265427,0.0000011992328,0.00005877107,0.94557685,0.0003680916,0.00008750813,0.0006582491,0.000053080727],"about_ca_topic_score_codex":0.00078908633,"about_ca_topic_score_gemma":0.0039762934,"teacher_disagreement_score":0.9233954,"about_ca_system_score_codex":0.000031753643,"about_ca_system_score_gemma":0.000037209065,"threshold_uncertainty_score":0.23978308},"labels":[],"label_agreement":null},{"id":"W2794056645","doi":"10.1155/2018/5327146","title":"Assessment of Neutronic Characteristics of Accident-Tolerant Fuel and Claddings for CANDU Reactors","year":2018,"lang":"en","type":"article","venue":"Science and Technology of Nuclear Installations","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":11,"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; Materials science; Environmental science; Engineering","score_opus":0.013432721525262684,"score_gpt":0.269316305952555,"score_spread":0.2558835844272923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2794056645","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":[0.99852777,0.00002924596,0.000012979461,0.00039114407,0.00012299548,0.00014492495,0.00003776139,0.00002323003,0.0007099385],"genre_scores_gemma":[0.9964453,0.00005731885,0.0034453077,0.00001789755,0.000013527827,0.0000025035793,7.582405e-7,0.000007024006,0.000010338933],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99924827,0.000007993934,0.00026835743,0.00017901287,0.00014730854,0.00014904354],"domain_scores_gemma":[0.99916255,0.000021772807,0.00022785191,0.00017080204,0.00038831643,0.000028708213],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003988036,0.00006633149,0.00020308461,0.00021352505,0.00017573567,0.000026209083,0.00019427712,0.00006750027,0.000071558876],"category_scores_gemma":[0.00010308123,0.000054885757,0.000013450373,0.00025784105,0.0027507355,0.00020087918,0.00015874233,0.000036554513,9.799679e-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":[0.000011295508,0.000019469167,0.003807968,0.000042101547,0.0000032258479,7.231623e-8,0.00032486455,1.2818336e-7,0.9519707,0.042275697,0.000016500333,0.0015280057],"study_design_scores_gemma":[0.0010630046,0.0025710866,0.54219896,0.00028172228,0.000089122834,0.000026594864,0.003124076,0.0010542687,0.41984364,0.010328846,0.019034255,0.00038445558],"about_ca_topic_score_codex":0.00005851516,"about_ca_topic_score_gemma":0.000019448356,"teacher_disagreement_score":0.53839093,"about_ca_system_score_codex":0.00001541111,"about_ca_system_score_gemma":0.000116431875,"threshold_uncertainty_score":0.9999632},"labels":[],"label_agreement":null},{"id":"W2952190222","doi":"10.1155/2019/6572606","title":"Contribution of Ternary Reaction to Pd Sorption on MX-80 in Na-Ca-Cl Solution at High Ionic Strength","year":2019,"lang":"lv","type":"article","venue":"Science and Technology of Nuclear Installations","topic":"Radioactive element chemistry and processing","field":"Chemistry","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":"Japan Atomic Energy Agency; Natural Sciences and Engineering Research Council of Canada; University of Tokyo; Canadian Nuclear Laboratories; Nuclear Waste Management Organization","keywords":"Algorithm; Materials science; Chemistry; Computer science","score_opus":0.008418874505980679,"score_gpt":0.24338575147910282,"score_spread":0.23496687697312216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2952190222","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":[0.99406856,0.000084562314,0.00001547957,0.0016897641,0.00011997161,0.00020352502,0.00004745799,0.000044789078,0.003725878],"genre_scores_gemma":[0.9994676,0.00009119837,0.00018749936,0.000023079581,0.000022944369,0.0000046922273,0.000027184851,0.000010947927,0.00016484156],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99835503,0.000016216198,0.0004257296,0.0004913521,0.0003960339,0.00031565677],"domain_scores_gemma":[0.99880254,0.00005022627,0.00038524924,0.00034918328,0.00035179415,0.000061030583],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038651587,0.00016433743,0.00025375793,0.00053813343,0.0003133507,0.00002293229,0.0002513873,0.00033447804,0.00022483288],"category_scores_gemma":[0.00025991033,0.00018371551,0.00003484279,0.0013135166,0.00073010445,0.0004081794,0.00012897258,0.00031279397,0.00004291454],"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":[0.00011904763,0.00016384045,0.010115141,0.00008847547,0.000015416626,9.423056e-7,0.00015769766,0.00009752168,0.9759484,0.004064461,0.00003794047,0.009191133],"study_design_scores_gemma":[0.001322547,0.00043380103,0.030415148,0.00076232635,0.000040694933,0.000017932774,0.0011371693,0.0048457184,0.9572656,0.001632846,0.0018223919,0.00030383648],"about_ca_topic_score_codex":0.00005234564,"about_ca_topic_score_gemma":0.000024636347,"teacher_disagreement_score":0.020300006,"about_ca_system_score_codex":0.000550119,"about_ca_system_score_gemma":0.00015830509,"threshold_uncertainty_score":0.7491701},"labels":[],"label_agreement":null},{"id":"W3200454246","doi":"10.1155/2014/301052","title":"Subchannel Analysis of Wire Wrapped SCWR Assembly","year":2014,"lang":"en","type":"article","venue":"Science and Technology of Nuclear Installations","topic":"Heat transfer and supercritical fluids","field":"Engineering","cited_by":3,"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; Xi’an Jiaotong University","keywords":"Coolant; Materials science; Thermodynamics; Physics","score_opus":0.007064433595086725,"score_gpt":0.2157944781543291,"score_spread":0.20873004455924238,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200454246","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":[0.98602873,0.000026108219,0.0032614586,0.0004473543,0.000025242838,0.000036577145,0.0000071188692,0.000117403426,0.01005],"genre_scores_gemma":[0.9993025,0.000020038276,0.0006492485,0.000016940623,0.0000027062765,8.9154344e-7,8.987756e-7,0.0000050645076,0.000001729275],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994452,0.0000045443726,0.00015160607,0.00011414894,0.00014358546,0.00014094483],"domain_scores_gemma":[0.99963075,0.000024439789,0.0000017593028,0.00016933805,0.00013132453,0.000042369527],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019248153,0.000052926953,0.00016402613,0.00084503746,0.00009328081,0.000007920319,0.0001536356,0.00007838468,0.000021964172],"category_scores_gemma":[0.00008813672,0.00005117622,0.000030037658,0.0027209031,0.0008391059,0.00012574618,0.000023833038,0.000069925336,0.000002515824],"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":[0.0000010629013,0.000024525141,0.003601562,0.000025405407,0.00006659703,3.1926456e-7,0.0002500671,0.00035090497,0.6673396,0.3218621,0.000034729186,0.006443122],"study_design_scores_gemma":[0.0007181217,0.0004789234,0.11983923,0.00007035981,0.00074412354,0.000010273911,0.0021647967,0.7603823,0.09670608,0.0125925215,0.0056823012,0.0006109575],"about_ca_topic_score_codex":0.0000087174685,"about_ca_topic_score_gemma":0.000020097574,"teacher_disagreement_score":0.7600314,"about_ca_system_score_codex":0.000009178568,"about_ca_system_score_gemma":0.000017254128,"threshold_uncertainty_score":0.30917206},"labels":[],"label_agreement":null},{"id":"W4221111379","doi":"10.1155/2022/7500629","title":"Development and Testing of TRACE/PARCS ECI Capability for Modelling CANDU Reactors with Reactor Regulating System Response","year":2022,"lang":"en","type":"article","venue":"Science and Technology of Nuclear Installations","topic":"Nuclear Engineering Thermal-Hydraulics","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; University Network of Excellence in Nuclear Engineering","keywords":"Nuclear engineering; Python (programming language); Thermal hydraulics; Benchmark (surveying); TRACE (psycholinguistics); Coupling (piping); Computer science; Engineering; Physics; Mechanical engineering; Mechanics; Operating system; Heat transfer","score_opus":0.019153365582434644,"score_gpt":0.1981717605094972,"score_spread":0.17901839492706256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221111379","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":[0.99802315,0.000031814907,0.0010008124,0.000064301275,0.000028621642,0.00019243095,0.000010189179,0.00023382562,0.000414833],"genre_scores_gemma":[0.9218622,8.801774e-7,0.07809869,0.0000011980509,0.0000026852783,0.000010568543,5.134932e-7,0.000020939075,0.000002336508],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992383,0.00000881627,0.00022614383,0.00017732815,0.00017928657,0.00017010156],"domain_scores_gemma":[0.9994855,0.000098392346,0.000074677606,0.00018506157,0.000119472905,0.000036876663],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006640389,0.000086690634,0.00014870874,0.0003373145,0.00028697625,0.000009718488,0.00014222787,0.000045487886,0.0000012089428],"category_scores_gemma":[0.00013486654,0.000089449735,0.000008651034,0.0007889464,0.00035328034,0.00011675913,0.000091145164,0.00012900119,8.742915e-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":[0.00009017037,0.00003438145,0.0014189408,0.00031151559,0.00003701061,0.0000018781417,0.0038699144,0.41378802,0.5552461,0.012038418,0.000007342797,0.013156276],"study_design_scores_gemma":[0.00037567638,0.00021164861,0.0034952727,0.00011673225,0.000020252011,0.00006401839,0.0053071827,0.9727826,0.010636683,0.00013160126,0.0066199685,0.00023838141],"about_ca_topic_score_codex":0.000010612551,"about_ca_topic_score_gemma":0.0000064795327,"teacher_disagreement_score":0.55899453,"about_ca_system_score_codex":0.00014689931,"about_ca_system_score_gemma":0.00009389808,"threshold_uncertainty_score":0.36476544},"labels":[],"label_agreement":null},{"id":"W4323537428","doi":"10.1155/2023/6163974","title":"Modelling and Validation of CANDU Shim Operation Using Coupled TRACE/PARCS with Regulating System Response","year":2023,"lang":"en","type":"article","venue":"Science and Technology of Nuclear Installations","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; University Network of Excellence in Nuclear Engineering","keywords":"Shim (computing); Nuclear engineering; Transient (computer programming); Engineering; Simulation; Computer science","score_opus":0.017966225446684185,"score_gpt":0.21472116949505957,"score_spread":0.19675494404837537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323537428","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":[0.9965892,0.000018220127,0.0028280225,0.000040870018,0.00002259185,0.00007849532,0.000003225422,0.00020452932,0.00021487454],"genre_scores_gemma":[0.9963491,0.000011315721,0.003616973,3.9566982e-7,0.0000042863885,9.900145e-7,9.228681e-7,0.000014735294,0.0000012771936],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995191,0.0000039602946,0.00013219353,0.00010653554,0.00012903925,0.00010915783],"domain_scores_gemma":[0.99972785,0.000017995093,0.000035078105,0.000105184634,0.00009060759,0.000023285496],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024909063,0.000059328468,0.00010113421,0.0003809015,0.00014817857,0.000019905494,0.000058136764,0.000047001417,7.7682137e-7],"category_scores_gemma":[0.000016720021,0.000058162066,0.0000058112387,0.0010234434,0.00022286749,0.00023348497,0.000029495577,0.000061181614,4.0383753e-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":[0.000005427362,0.0000019422655,0.00013083937,0.000038326634,0.0000057333905,3.5444364e-7,0.00030092386,0.5497437,0.44187117,0.0075821094,7.2424706e-7,0.00031875627],"study_design_scores_gemma":[0.00010501305,0.000030500461,0.00035430543,0.000078804325,0.00000828511,0.000007969567,0.000994667,0.99256843,0.005664783,0.000067678026,0.000058090074,0.000061446946],"about_ca_topic_score_codex":0.000021170841,"about_ca_topic_score_gemma":0.0000016406341,"teacher_disagreement_score":0.44282478,"about_ca_system_score_codex":0.0000343577,"about_ca_system_score_gemma":0.00002908036,"threshold_uncertainty_score":0.23717803},"labels":[],"label_agreement":null}]}