{"meta":{"query_hash":"2904f9e67516","filters":{"venue":"18th International Conference on Nuclear Engineering: Volume 4, Parts A and B"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"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/2904f9e67516","api":"https://metacan.xera.ac/api/v1/cohort?venue=18th+International+Conference+on+Nuclear+Engineering%3A+Volume+4%2C+Parts+A+and+B"},"results":[{"id":"W1981364256","doi":"10.1115/icone18-29320","title":"Simulation of B9401 Test in the RD-14M Experimental Facility With CATHARE2","year":2010,"lang":"en","type":"article","venue":"18th International Conference on Nuclear Engineering: Volume 4, Parts A and B","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Loss-of-coolant accident; Vendor; Nuclear engineering; Benchmark (surveying); Computer science; Neutron transport; Code (set theory); Environmental science; Reliability engineering; Engineering; Coolant; Nuclear physics; Physics; Mechanical engineering; Neutron","score_opus":0.017329912643050928,"score_gpt":0.22633231003072563,"score_spread":0.2090023973876747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981364256","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":[0.97170347,0.00006384727,0.006785633,0.00025187028,0.000048559756,0.00010708591,0.003249529,0.0007159286,0.017074129],"genre_scores_gemma":[0.9899435,0.000033213826,0.0047064326,0.000056073062,0.0000067820038,0.00014095087,0.0024037715,0.000116426,0.002592833],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995845,0.00007558265,0.0000122748215,0.00006667086,0.00013313988,0.00012782574],"domain_scores_gemma":[0.9992487,0.0002818788,0.00006939775,0.000086617896,0.00021305126,0.00010023791],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004942724,0.00069650967,0.00058122375,0.0004792294,0.0006116107,0.0005989259,0.001658955,0.0012827592,0.004892254],"category_scores_gemma":[0.0013778914,0.0002794714,0.00068041554,0.0006000432,0.0006238962,0.00043262943,0.0006817183,0.0009956635,0.00042615892],"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":[0.00042693323,0.00024467896,0.008097065,0.00008705056,0.000034206205,0.0003656296,0.00009889676,0.9730663,0.0066232504,0.0024934828,0.004292784,0.0041697295],"study_design_scores_gemma":[0.00016521104,0.00031607025,0.0051611667,0.000010348976,0.000016972765,0.00004516804,0.000102376245,0.98691756,0.0049914685,0.00039869495,0.001850823,0.000024079536],"about_ca_topic_score_codex":0.02577644,"about_ca_topic_score_gemma":0.014581906,"teacher_disagreement_score":0.02577644,"about_ca_system_score_codex":0.0013670797,"about_ca_system_score_gemma":0.0010162145,"threshold_uncertainty_score":0.051252842},"labels":[],"label_agreement":null},{"id":"W2063174538","doi":"10.1115/icone18-29690","title":"Transmission Type Ultrasonic Imaging of Horizontal Two-Phase Flow","year":2010,"lang":"en","type":"article","venue":"18th International Conference on Nuclear Engineering: Volume 4, Parts A and B","topic":"Fluid Dynamics and Mixing","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":"Ultrasonic sensor; Acoustics; Porosity; Materials science; Bubble; Two-phase flow; Flow measurement; Slug flow; Transducer; Stratified flow; Void (composites); Ultrasonic flow meter; Stratified flows; Cavitation; Flow (mathematics); Mechanics; Physics; Turbulence; Composite material","score_opus":0.00859269594277979,"score_gpt":0.2314035347444231,"score_spread":0.22281083880164332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063174538","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":[0.6874862,0.0012073047,0.30493906,0.00013996748,0.000039802417,0.00010646946,0.00020749097,0.0007602646,0.0051134615],"genre_scores_gemma":[0.9112261,0.0008333701,0.084846176,0.00006180103,0.00004026712,0.000064618056,0.000120773664,0.000057622427,0.0027492638],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99985707,0.000021691454,0.0000062786867,0.000029658037,0.000066981156,0.000018222052],"domain_scores_gemma":[0.99965465,0.00014389755,0.00006426456,0.000026339583,0.00009422911,0.00001662082],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024702717,0.00028208623,0.0002069593,0.00047233092,0.000090615475,0.0002312188,0.00023306074,0.00031106657,0.0016018349],"category_scores_gemma":[0.000577342,0.00017260217,0.0001226974,0.00026900016,0.00031894655,0.00040458696,0.00023682619,0.00025995015,0.00023818831],"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":[0.000074116,0.000013546076,0.0006340756,0.00009139317,0.000004605152,0.000085053216,0.000051032388,0.0003590043,0.98017484,0.00040220167,0.0001234828,0.017986735],"study_design_scores_gemma":[0.000017051962,0.00033513003,0.0055007883,0.000014495168,0.000021499669,0.00093941507,0.00007226244,0.018588137,0.9725887,0.0002804408,0.0016248921,0.000017290733],"about_ca_topic_score_codex":0.00031295695,"about_ca_topic_score_gemma":0.00026768667,"teacher_disagreement_score":0.0016018349,"about_ca_system_score_codex":0.00012944764,"about_ca_system_score_gemma":0.0001665446,"threshold_uncertainty_score":0.005358696},"labels":[],"label_agreement":null},{"id":"W2073811158","doi":"10.1115/icone18-30342","title":"ACR-1000™ Design and Safety Performance","year":2010,"lang":"en","type":"article","venue":"18th International Conference on Nuclear Engineering: Volume 4, Parts A and B","topic":"Graphite, nuclear technology, radiation studies","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Atomic Energy (Canada)","funders":"","keywords":"Documentation; Engineering; Acceptance testing; Safety case; Risk analysis (engineering); Systems engineering; Engineering management; Computer science; Business; Reliability engineering; Software engineering","score_opus":0.018398099468040042,"score_gpt":0.22528444580740142,"score_spread":0.20688634633936137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073811158","genre_codex":"other","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":[0.027521288,0.004555858,0.30720562,0.003080651,0.0019010679,0.0008337369,0.0016238358,0.0058705695,0.6474073],"genre_scores_gemma":[0.5175244,0.0041317497,0.12999728,0.0017573438,0.0006828224,0.00085763965,0.002657458,0.0025391644,0.33985212],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.97624743,0.0013652672,0.00088235625,0.0011808464,0.019484399,0.0008396478],"domain_scores_gemma":[0.9888448,0.0008551491,0.00092957914,0.00084155536,0.00815832,0.00037050335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0063602547,0.0014352738,0.0006655304,0.002024314,0.0014412408,0.004886525,0.0026118513,0.0023353547,0.03412627],"category_scores_gemma":[0.008262227,0.00069807767,0.00067290384,0.0012113156,0.0022291944,0.002956542,0.0023673128,0.001753262,0.026726643],"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":[0.000895451,0.0002526657,0.0036596677,0.0022711577,0.000049767517,0.00038965806,0.0008844205,0.06454862,0.08644673,0.18814932,0.110217646,0.5422349],"study_design_scores_gemma":[0.0000764518,0.0012944697,0.0046400838,0.00036888037,0.00006208448,0.0009804923,0.0004098829,0.019174758,0.07066267,0.016724078,0.8853844,0.00022178545],"about_ca_topic_score_codex":0.006005474,"about_ca_topic_score_gemma":0.0048436555,"teacher_disagreement_score":0.03412627,"about_ca_system_score_codex":0.0036547347,"about_ca_system_score_gemma":0.0047870046,"threshold_uncertainty_score":0.11416376},"labels":[],"label_agreement":null}]}