{"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9354621,0.0001561653,0.05220913,0.00031382273,0.00011305141,0.00044171704,0.0021352116,0.0021919946,0.006976745],"genre_scores_gemma":[0.96091014,0.000067241235,0.034444127,0.00006467655,0.00001436127,0.00025255402,0.0015515527,0.00016612474,0.0025292714],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996125,0.000031912437,0.000012856035,0.00006833792,0.00021475658,0.000059609592],"domain_scores_gemma":[0.9993818,0.00007968646,0.000057953843,0.00010787481,0.00025713613,0.000115668234],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062799256,0.00028309386,0.00030222532,0.00032632935,0.0006588566,0.00026355046,0.0004556283,0.00031604315,0.0032331836],"category_scores_gemma":[0.0007494158,0.00013911033,0.00031537886,0.00021414999,0.00040478757,0.0004713478,0.00052715343,0.00064134394,0.0004888554],"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":[0.00051857537,0.00014728306,0.009091397,0.00013384875,0.00001552897,0.0003899542,0.0002249477,0.005302939,0.96374756,0.0021969196,0.0027502696,0.0154807605],"study_design_scores_gemma":[0.00018970712,0.002491836,0.03498637,0.000023591236,0.000046883542,0.00046364765,0.00026902766,0.03709342,0.897997,0.0005589525,0.025787888,0.000091627604],"about_ca_topic_score_codex":0.0029887669,"about_ca_topic_score_gemma":0.0030587486,"teacher_disagreement_score":0.0032331836,"about_ca_system_score_codex":0.0006866784,"about_ca_system_score_gemma":0.0012663992,"threshold_uncertainty_score":0.010816097},"labels":[],"label_agreement":null},{"id":"W1517532474","doi":"10.1155/2015/143767","title":"CANDU Safety R&amp;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":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.054569367,0.24686931,0.0123665575,0.31626812,0.004200351,0.0006893967,0.003726669,0.0022953716,0.3590148],"genre_scores_gemma":[0.3607747,0.3124094,0.061621785,0.03416427,0.0010424765,0.0002877431,0.0060673947,0.00062402076,0.22300823],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9870825,0.00068709336,0.00035682495,0.0009095432,0.008058184,0.0029059204],"domain_scores_gemma":[0.9656921,0.0016870942,0.001222566,0.0008072733,0.023366755,0.0072242506],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0146910185,0.0007842686,0.0006735897,0.004501037,0.007943065,0.011172039,0.0045190137,0.0034269697,0.014220093],"category_scores_gemma":[0.00870214,0.000598818,0.00082753686,0.005873485,0.005710424,0.0039321114,0.003665378,0.0028530292,0.0035425622],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003586837,0.00034726507,0.015406424,0.0030096916,0.00006917805,0.0007248613,0.0012308564,0.0038794794,0.0073158876,0.15596989,0.26742968,0.5442582],"study_design_scores_gemma":[0.000020283203,0.00010741486,0.012062854,0.0008839752,0.000020651227,0.00014971045,0.0016521304,0.0011236382,0.002969312,0.0032972207,0.97765064,0.000062134175],"about_ca_topic_score_codex":0.92920685,"about_ca_topic_score_gemma":0.92620313,"teacher_disagreement_score":0.92053473,"about_ca_system_score_codex":0.0794653,"about_ca_system_score_gemma":0.3224401,"threshold_uncertainty_score":0.57656384},"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":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19247913,0.00049030397,0.782531,0.00023081359,0.000087550914,0.0003347997,0.0010820373,0.0019405034,0.020823838],"genre_scores_gemma":[0.683603,0.00033115043,0.30884975,0.00008050609,0.00001558051,0.0010579516,0.00068049144,0.0005278055,0.0048537664],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99960583,0.000092257105,0.000012656334,0.00004824336,0.00016253279,0.00007855638],"domain_scores_gemma":[0.9996933,0.00010668269,0.00003125173,0.00002320634,0.0001263816,0.00001933312],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007143649,0.00093180244,0.0010614728,0.00030718787,0.00038415837,0.00089272275,0.0014184592,0.0009994454,0.0036567634],"category_scores_gemma":[0.0008254204,0.00073326495,0.00057423173,0.0004389947,0.00025605428,0.00048850256,0.00024315633,0.00050078606,0.0007430557],"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":[0.0001819366,0.000037999514,0.00085375353,0.00017134806,0.000046528952,0.00011593536,0.0000402059,0.9703407,0.015912225,0.0053063165,0.001001768,0.0059913364],"study_design_scores_gemma":[0.000053969292,0.000052485626,0.0002170073,0.000007847077,0.000022125118,0.0000268863,0.000011529595,0.98674273,0.01011892,0.00064022647,0.0020855838,0.000020666606],"about_ca_topic_score_codex":0.0040054815,"about_ca_topic_score_gemma":0.0039256588,"teacher_disagreement_score":0.0040054815,"about_ca_system_score_codex":0.0015355825,"about_ca_system_score_gemma":0.002167956,"threshold_uncertainty_score":0.012233138},"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":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3456341,0.0006772567,0.62300795,0.0006302365,0.00014901134,0.00018698409,0.00052609295,0.0009167304,0.028271621],"genre_scores_gemma":[0.96397305,0.00012472842,0.033936765,0.00008483357,0.000027334867,0.00005859339,0.00027612792,0.00019821661,0.0013204011],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9897619,0.002828123,0.00043710606,0.001888136,0.0046382737,0.00044650043],"domain_scores_gemma":[0.9406957,0.04066517,0.0035660232,0.0100778015,0.004610259,0.0003850192],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009162528,0.0008189833,0.00052808283,0.0015047394,0.0006814237,0.001782523,0.0015243988,0.00079729804,0.0021334307],"category_scores_gemma":[0.047852196,0.0006793377,0.0010568151,0.0009755419,0.00182827,0.003445783,0.0027886357,0.0016878239,0.00038906236],"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":[0.0007288763,0.0002179581,0.060134046,0.00039301443,0.00036916573,0.0013657882,0.0012107884,0.5750379,0.050951384,0.21346289,0.0017176612,0.0944106],"study_design_scores_gemma":[0.000042643183,0.00027442764,0.026668305,0.00008028766,0.0001240704,0.0006849698,0.00017028651,0.71327126,0.14488253,0.1054513,0.008149604,0.00020026497],"about_ca_topic_score_codex":0.0017130483,"about_ca_topic_score_gemma":0.0012776769,"teacher_disagreement_score":0.009162528,"about_ca_system_score_codex":0.0017412904,"about_ca_system_score_gemma":0.0009602952,"threshold_uncertainty_score":0.04845667},"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":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.045927763,0.009143029,0.79384226,0.0018276502,0.000763207,0.00015837848,0.00009882144,0.0005008827,0.14773801],"genre_scores_gemma":[0.81466025,0.010456453,0.078267135,0.00046695097,0.00079174124,0.00019342743,0.0002116629,0.00013278703,0.09481959],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9993654,0.00014018937,0.000029049312,0.00010358824,0.00031525258,0.00004658902],"domain_scores_gemma":[0.9996604,0.00011381842,0.00005140409,0.00004202219,0.000114895374,0.000017584038],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047679828,0.0003852399,0.00036031945,0.00044778382,0.00035288022,0.0010880583,0.00060225395,0.0008751809,0.0055739386],"category_scores_gemma":[0.00089872215,0.0003016367,0.00029699784,0.00051582,0.0013618954,0.0021844888,0.0013633182,0.0009176881,0.0012787051],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008892515,0.00005771733,0.00033958416,0.00051512214,0.0000148067875,0.00041761203,0.0005805446,0.06084401,0.03550226,0.8102337,0.004025148,0.08738056],"study_design_scores_gemma":[0.000087096465,0.0005297728,0.0010674304,0.00020386485,0.000029421772,0.0008514142,0.0004146969,0.14360349,0.028056325,0.5042705,0.32082358,0.000062487525],"about_ca_topic_score_codex":0.00075931236,"about_ca_topic_score_gemma":0.00030774306,"teacher_disagreement_score":0.0055739386,"about_ca_system_score_codex":0.00066876004,"about_ca_system_score_gemma":0.0004419677,"threshold_uncertainty_score":0.018646657},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6345785,0.00076416356,0.1744568,0.00082007697,0.00036737142,0.00030150046,0.007817144,0.14575155,0.035142902],"genre_scores_gemma":[0.9189235,0.00015942892,0.061427146,0.0002479092,0.00003976315,0.0002007603,0.00785503,0.0062239165,0.00492249],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9963322,0.0011051769,0.00024078618,0.00035399452,0.0017147706,0.00025318205],"domain_scores_gemma":[0.9901946,0.0045728483,0.00046578792,0.0015496914,0.0030027605,0.00021437964],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005481135,0.0017542762,0.0009921617,0.001115342,0.00044384884,0.0010571394,0.0041966825,0.0011283283,0.008145535],"category_scores_gemma":[0.014647198,0.00053581933,0.0007046561,0.0010955,0.00046927767,0.0014653717,0.0009044623,0.001011195,0.0026141938],"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":[0.0030371372,0.00058700977,0.011326376,0.00071283686,0.00019804432,0.00041200314,0.00021553959,0.7980339,0.02374139,0.0066584805,0.038869675,0.11620765],"study_design_scores_gemma":[0.00012841304,0.0003894037,0.0014384763,0.000023462242,0.000015817694,0.000052556614,0.00006341739,0.96622556,0.026462486,0.0008260474,0.004337799,0.000036563077],"about_ca_topic_score_codex":0.010814112,"about_ca_topic_score_gemma":0.007323867,"teacher_disagreement_score":0.010814112,"about_ca_system_score_codex":0.001038271,"about_ca_system_score_gemma":0.0011517665,"threshold_uncertainty_score":0.028987408},"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":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41576916,0.00039802594,0.5735645,0.000096415744,0.00009427852,0.00025104138,0.00054684066,0.0038577686,0.005421943],"genre_scores_gemma":[0.9126371,0.00013438673,0.08606835,0.000014877501,0.000008255039,0.00007590569,0.00015287758,0.00011029815,0.0007980441],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998411,0.000034940684,0.000012410552,0.000030654755,0.00006337031,0.00001752119],"domain_scores_gemma":[0.9987017,0.0007881442,0.00012500852,0.00008849844,0.00026689147,0.000029740902],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040439877,0.0006166576,0.00043865168,0.00061147084,0.00034941296,0.00041815222,0.000677019,0.0005714254,0.0014957886],"category_scores_gemma":[0.0019932229,0.0003684642,0.00039196853,0.0004176905,0.00023264157,0.0004246609,0.00021549116,0.00037590775,0.00024230996],"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":[0.0005352621,0.000099599376,0.032987118,0.0004093078,0.000038650058,0.0014379871,0.00030646485,0.70094776,0.15260561,0.0072860895,0.0016170838,0.101728976],"study_design_scores_gemma":[0.00002687878,0.00019973918,0.006070343,0.000029143992,0.00002545259,0.00018670244,0.00003488232,0.9321669,0.058632907,0.00070694525,0.0018767412,0.000043405376],"about_ca_topic_score_codex":0.004712772,"about_ca_topic_score_gemma":0.002908366,"teacher_disagreement_score":0.004712772,"about_ca_system_score_codex":0.00039161387,"about_ca_system_score_gemma":0.0006988721,"threshold_uncertainty_score":0.009370685},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7439742,0.00029891965,0.18300392,0.00058624166,0.0001251555,0.00052967673,0.004052553,0.0012582886,0.06617101],"genre_scores_gemma":[0.9422433,0.00020652461,0.04902459,0.00008369022,0.000012027343,0.00043195122,0.0013504522,0.00013722506,0.006510362],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998869,0.00001708143,0.0000037700686,0.000014029242,0.000042898744,0.000035231184],"domain_scores_gemma":[0.9997745,0.000064353095,0.000019086086,0.00001777472,0.000095111885,0.000029180537],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023253955,0.00068029953,0.00061214314,0.00059679104,0.0010691844,0.0006192679,0.0016647419,0.0010962439,0.0039992733],"category_scores_gemma":[0.0006746015,0.00035665432,0.00057457475,0.0006398899,0.00051345926,0.00031398234,0.0005588721,0.0005984497,0.00027510436],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026179481,0.000021882102,0.00076448807,0.000014713971,0.0000071351615,0.000040538678,0.000018636243,0.9944799,0.0015880377,0.0018117817,0.0002333245,0.0009933957],"study_design_scores_gemma":[0.000009806488,0.000009278508,0.00020635991,0.0000020191512,0.0000028315774,0.00000613376,0.0000098815635,0.99881506,0.00044749925,0.00016532409,0.00032036597,0.0000054498837],"about_ca_topic_score_codex":0.2696873,"about_ca_topic_score_gemma":0.16361037,"teacher_disagreement_score":0.7303127,"about_ca_system_score_codex":0.0027366322,"about_ca_system_score_gemma":0.0049705585,"threshold_uncertainty_score":0.5362351},"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":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00070323155,0.000026095127,0.9989778,0.000009001248,0.0000056651925,0.000013060143,0.0000139092,0.000093001974,0.00015824333],"genre_scores_gemma":[0.18552697,0.00023855425,0.8123494,0.000087048684,0.00015112439,0.0004238356,0.00040340173,0.00021343054,0.00060625956],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99488056,0.001963105,0.00034750975,0.0007350028,0.0018950992,0.0001788056],"domain_scores_gemma":[0.9839743,0.0103543885,0.0022248558,0.0016076468,0.0016801334,0.0001586769],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0066135726,0.0012249284,0.0011460022,0.0030177215,0.00064841035,0.001422013,0.001602381,0.0009349768,0.0014964909],"category_scores_gemma":[0.023576494,0.00064294494,0.0013567178,0.0018523803,0.001751221,0.0018619684,0.0017234563,0.0022246682,0.00053114374],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008803332,0.00007098903,0.0027783064,0.00022655717,0.00023965942,0.00019671317,0.00017301367,0.6882726,0.009217234,0.15958253,0.0013592982,0.13779505],"study_design_scores_gemma":[0.000013451027,0.00015539883,0.0014287364,0.000037861915,0.000029762205,0.00018823214,0.000028096872,0.9328535,0.005328132,0.057183355,0.0026988476,0.000054499058],"about_ca_topic_score_codex":0.00091841584,"about_ca_topic_score_gemma":0.00066377706,"teacher_disagreement_score":0.0066135726,"about_ca_system_score_codex":0.0008619702,"about_ca_system_score_gemma":0.0012531583,"threshold_uncertainty_score":0.034976304},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4609813,0.06157078,0.36379156,0.014747551,0.0026801599,0.0018770769,0.00080230884,0.0015791008,0.091970086],"genre_scores_gemma":[0.60499877,0.029218476,0.33645588,0.0014611941,0.00041602744,0.00066675607,0.00065052294,0.00048942,0.025643026],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99903774,0.00020514526,0.00006579272,0.00014971351,0.00048384763,0.00005780982],"domain_scores_gemma":[0.99936146,0.00016529878,0.00007823218,0.00007092685,0.00026119634,0.000062901134],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001609403,0.0005476708,0.0006091583,0.00059906376,0.0007264211,0.001589156,0.0013235002,0.0011935658,0.0029058093],"category_scores_gemma":[0.0016320288,0.00043708392,0.0005814886,0.00036116684,0.00057148724,0.0016991768,0.0009887114,0.0013006205,0.0020688402],"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":[0.00026917472,0.00015790094,0.00038054507,0.0008462938,0.000028858809,0.00027297824,0.0001373193,0.0011634061,0.94781744,0.006258002,0.00175188,0.040916286],"study_design_scores_gemma":[0.000053336076,0.0011338246,0.00056596234,0.00018657977,0.000053376374,0.0006713359,0.00021719537,0.004338248,0.9058267,0.0017934142,0.085117236,0.00004275966],"about_ca_topic_score_codex":0.001901396,"about_ca_topic_score_gemma":0.005505986,"teacher_disagreement_score":0.0029058093,"about_ca_system_score_codex":0.00097534247,"about_ca_system_score_gemma":0.00082430814,"threshold_uncertainty_score":0.0097209215},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9878419,0.00006284148,0.0063841287,0.000060204482,0.0000108802315,0.000061054256,0.0005237569,0.00020706079,0.004848216],"genre_scores_gemma":[0.9982497,0.000028215707,0.00093409704,0.0000065496306,0.0000010803113,0.000012982648,0.00017901785,0.000014505168,0.00057383586],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99965477,0.000027740827,0.000010290266,0.00005068071,0.00015700939,0.00009945491],"domain_scores_gemma":[0.9992293,0.0003045247,0.000117288786,0.0000464124,0.00024547242,0.000056963465],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005922452,0.0007392527,0.00040435253,0.0009945144,0.0007627415,0.00054765306,0.0010314938,0.00057655625,0.001458898],"category_scores_gemma":[0.0015074104,0.0004062459,0.00079055683,0.0005462674,0.0006310086,0.00036175834,0.00037139587,0.00060096296,0.00011712969],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011512723,0.00003796196,0.0058153854,0.000041258987,0.000022375632,0.0001225565,0.000029746798,0.9871106,0.0035072232,0.0007010791,0.0002716018,0.002225106],"study_design_scores_gemma":[0.000009785612,0.0000665939,0.007352671,0.0000034201116,0.00001728017,0.000018086248,0.000045439654,0.9891371,0.003006692,0.00011487777,0.00020899848,0.000019104798],"about_ca_topic_score_codex":0.5416126,"about_ca_topic_score_gemma":0.40248945,"teacher_disagreement_score":0.45838737,"about_ca_system_score_codex":0.007549038,"about_ca_system_score_gemma":0.0045236405,"threshold_uncertainty_score":0.9221738},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973031,0.00014402281,0.0015421235,0.000006175171,0.000005471879,0.000015077023,0.00008262296,0.000025540365,0.0008758933],"genre_scores_gemma":[0.99753124,0.00010503983,0.0016939293,0.000005369616,0.0000015392749,0.000011943374,0.00016302263,0.000017202166,0.00047065082],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99972993,0.000032283904,0.00001256031,0.000045720615,0.00013982077,0.000039793093],"domain_scores_gemma":[0.9996605,0.00007743252,0.000076251454,0.000029211205,0.00010511036,0.00005144387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00077975425,0.0004540823,0.00041692713,0.0005929489,0.00040579596,0.00061640114,0.0005101689,0.0005872863,0.00073061854],"category_scores_gemma":[0.0009369414,0.00017987117,0.00037006225,0.00032637542,0.0002562907,0.000449784,0.00034775003,0.00026198992,0.00016316089],"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":[0.0033647728,0.00021917252,0.06715763,0.00033313155,0.00009044445,0.0006151144,0.00020444696,0.19146094,0.70645636,0.0007374836,0.0003096986,0.029050793],"study_design_scores_gemma":[0.00006274953,0.003900596,0.08345968,0.000052174215,0.00011843609,0.0004010988,0.0005353028,0.14810929,0.7597896,0.00024241256,0.0032384926,0.00009014113],"about_ca_topic_score_codex":0.002632172,"about_ca_topic_score_gemma":0.0040889783,"teacher_disagreement_score":0.002632172,"about_ca_system_score_codex":0.0008212825,"about_ca_system_score_gemma":0.00033678097,"threshold_uncertainty_score":0.0059587955},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9908202,0.0013135056,0.0033234528,0.00018105065,0.0000752215,0.000085508815,0.00034884314,0.00015079441,0.003701344],"genre_scores_gemma":[0.9952348,0.00051165716,0.0016697056,0.00006003209,0.000012024178,0.000034764653,0.00020467251,0.000038388524,0.0022340294],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99952745,0.000049126415,0.000035845533,0.00014033278,0.00015935641,0.00008795328],"domain_scores_gemma":[0.99960405,0.0001383552,0.00006890971,0.000034819783,0.00012780495,0.00002606931],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025326986,0.0004490585,0.000631229,0.00023589817,0.00032011725,0.0007076117,0.00053782103,0.0006048927,0.002863166],"category_scores_gemma":[0.0010335014,0.00030017045,0.0004045835,0.00018898836,0.0005214593,0.000678112,0.000581497,0.00081867207,0.00058048964],"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":[0.00036928526,0.000029627125,0.00086281006,0.00032389385,0.00002998222,0.00013395528,0.000111355395,0.00025975218,0.99472165,0.00014469028,0.00013248913,0.0028804818],"study_design_scores_gemma":[0.000013295144,0.00016808232,0.0021566695,0.0000072641305,0.000018264389,0.00008152042,0.00009110084,0.0016976327,0.99381423,0.00007719162,0.0018604894,0.000014303178],"about_ca_topic_score_codex":0.0038873025,"about_ca_topic_score_gemma":0.0043736757,"teacher_disagreement_score":0.0038873025,"about_ca_system_score_codex":0.00061877415,"about_ca_system_score_gemma":0.00040199765,"threshold_uncertainty_score":0.009578228},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7986288,0.00026675084,0.189009,0.00007201796,0.000051054158,0.00005544652,0.00043604497,0.0022558314,0.009225079],"genre_scores_gemma":[0.9744586,0.000096878015,0.021190608,0.000015218703,0.000005426246,0.00002612574,0.00018044321,0.00017591093,0.0038508486],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997044,0.000020447724,0.000008278703,0.00007001399,0.00014961779,0.000047251968],"domain_scores_gemma":[0.99967146,0.00007764538,0.00006408643,0.000052524163,0.00012094939,0.000013255136],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021709414,0.00037327467,0.00025601572,0.000422083,0.00022243163,0.00037595184,0.00037811938,0.00029867573,0.0023327933],"category_scores_gemma":[0.000434464,0.00021774904,0.00041739337,0.0002737697,0.00023703245,0.00045557378,0.00028723475,0.00030012665,0.00058805535],"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":[0.00026898875,0.00006636354,0.0028071564,0.00018281632,0.000027584321,0.0005591193,0.00038763866,0.09581794,0.855699,0.0038371237,0.0012564057,0.03908996],"study_design_scores_gemma":[0.0000092384425,0.0002671223,0.0058757183,0.000011893604,0.000020677657,0.00014659096,0.00012249697,0.5759054,0.4122205,0.000421088,0.004967678,0.00003154647],"about_ca_topic_score_codex":0.002032444,"about_ca_topic_score_gemma":0.0015794932,"teacher_disagreement_score":0.0023327933,"about_ca_system_score_codex":0.00048434213,"about_ca_system_score_gemma":0.00026186704,"threshold_uncertainty_score":0.007804036},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46566218,0.00037382796,0.33604518,0.0011379895,0.0006486375,0.0008935747,0.010675959,0.10479541,0.07976727],"genre_scores_gemma":[0.8111193,0.00023380881,0.15550403,0.00039987633,0.00006021285,0.00075731263,0.011643498,0.009253414,0.011028549],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99929965,0.00011349168,0.000038455946,0.000095790856,0.00036019614,0.00009233199],"domain_scores_gemma":[0.9982936,0.0005816042,0.000120034674,0.00031975133,0.00052721734,0.00015776213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016515347,0.0013623928,0.000721162,0.000573522,0.0006916174,0.0013069498,0.0035389368,0.001120673,0.007867552],"category_scores_gemma":[0.0044873366,0.0006711787,0.001192886,0.0005412538,0.0009320182,0.0013987401,0.0014960626,0.002304053,0.0014577355],"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":[0.0003191183,0.0002969191,0.0069132163,0.0002947757,0.000088228684,0.00030594235,0.00024253118,0.94492877,0.009974379,0.010218147,0.0102650495,0.016152838],"study_design_scores_gemma":[0.00006468977,0.00008637292,0.0009030314,0.00002308603,0.000015129536,0.000039559116,0.000043506607,0.98083603,0.00990653,0.0009463561,0.00710992,0.00002579159],"about_ca_topic_score_codex":0.02137941,"about_ca_topic_score_gemma":0.010392208,"teacher_disagreement_score":0.02137941,"about_ca_system_score_codex":0.0014793384,"about_ca_system_score_gemma":0.003658242,"threshold_uncertainty_score":0.042509913},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97355056,0.00011330168,0.014739725,0.00021590941,0.000060303493,0.00012800726,0.0018879598,0.0010925507,0.008211571],"genre_scores_gemma":[0.9937457,0.000036633028,0.0038284073,0.000037980742,0.0000050490917,0.000067913774,0.0009067073,0.00008021284,0.0012913821],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997446,0.00005407101,0.000014823498,0.00005776428,0.00006543366,0.00006333018],"domain_scores_gemma":[0.9992361,0.00043133617,0.00004609186,0.00007010417,0.00015570327,0.000060691975],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070764945,0.0009389749,0.0007561114,0.0005064681,0.00047980924,0.0008491615,0.0013443584,0.0011955843,0.0034940871],"category_scores_gemma":[0.0015335483,0.00046002798,0.0010552905,0.00038350926,0.00070539484,0.00059532846,0.0005677831,0.0014216907,0.0004339896],"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":[0.0001055153,0.00006266407,0.0032514269,0.000054694014,0.00001990134,0.00007435222,0.00005131015,0.99261427,0.0016989068,0.0004202846,0.0004045524,0.0012420267],"study_design_scores_gemma":[0.000025222149,0.000066762,0.0012189222,0.000006063241,0.000010244545,0.000009564642,0.000050485083,0.9961361,0.0018336637,0.00018692731,0.00044447827,0.000011504309],"about_ca_topic_score_codex":0.03316339,"about_ca_topic_score_gemma":0.019929301,"teacher_disagreement_score":0.03316339,"about_ca_system_score_codex":0.0012417608,"about_ca_system_score_gemma":0.0014621727,"threshold_uncertainty_score":0.06594074},"labels":[],"label_agreement":null}]}