{"meta":{"query_hash":"458d661a5ad9","filters":{"venue":"Supercomputing Frontiers and Innovations"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"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/458d661a5ad9","api":"https://metacan.xera.ac/api/v1/cohort?venue=Supercomputing+Frontiers+and+Innovations"},"results":[{"id":"W2942065809","doi":"10.14529/jsfi170304","title":"In-Situ Visualization for 3D Agent-Based Vocal Fold Inflammation and Repair Simulation","year":2017,"lang":"en","type":"article","venue":"Supercomputing Frontiers and Innovations","topic":"Slime Mold and Myxomycetes Research","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"National Institute on Deafness and Other Communication Disorders","keywords":"Visualization; Computer science; Rendering (computer graphics); High fidelity; Fidelity; Suite; Real-time computing; In situ; Data visualization; Software; Process (computing); Distributed computing; Simulation; Computer graphics (images); Data mining; Engineering","score_opus":0.022136357957266258,"score_gpt":0.296589447945736,"score_spread":0.27445308998846973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2942065809","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":[0.18047525,0.00022707571,0.80037427,0.000500767,0.00014048665,0.00015244156,0.0006790579,0.0062305327,0.011220217],"genre_scores_gemma":[0.7644284,0.0003418397,0.22916862,0.00012693348,0.000032989366,0.00038829492,0.00064964034,0.0007447733,0.0041184835],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998623,0.00003449251,0.000007992883,0.000019006095,0.000056335008,0.000019820232],"domain_scores_gemma":[0.99965274,0.00016920075,0.000033567678,0.000044324046,0.000056478482,0.000043598553],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032140102,0.00058167544,0.0005187881,0.00031446616,0.00051491417,0.00095351855,0.0011767134,0.0009598553,0.0051838867],"category_scores_gemma":[0.0010574708,0.00041717914,0.0006206672,0.0002600079,0.00050351815,0.00056550687,0.0015265245,0.0007909381,0.00047012346],"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":[0.00016646578,0.00017863837,0.0026858556,0.00018390409,0.00005564542,0.00030716945,0.0005414203,0.9044894,0.06182605,0.009512377,0.0022452807,0.017807843],"study_design_scores_gemma":[0.000023270091,0.000027541704,0.00022567435,0.0000066006164,0.000005742114,0.000029920024,0.000032149623,0.98969007,0.0068080197,0.0012558405,0.0018844894,0.000010626894],"about_ca_topic_score_codex":0.00356385,"about_ca_topic_score_gemma":0.003028991,"teacher_disagreement_score":0.0051838867,"about_ca_system_score_codex":0.0005632956,"about_ca_system_score_gemma":0.0007990664,"threshold_uncertainty_score":0.017341793},"labels":[],"label_agreement":null},{"id":"W4380249067","doi":"10.14529/jsfi230105","title":"Mathematical Modeling of Detonation Initiation in the Channel with a Profiled End Using Parallel Computations","year":2023,"lang":"en","type":"article","venue":"Supercomputing Frontiers and Innovations","topic":"Geotechnical and Geomechanical Engineering","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Domain decomposition methods; Detonation; Computation; Grid; Shock wave; Computer science; Channel (broadcasting); Computer simulation; Mechanics; Computational science; Reflection (computer programming); Algorithm; Parallel computing; Geometry; Physics; Mathematics; Simulation; Finite element method; Chemistry; Explosive material; Telecommunications; Thermodynamics","score_opus":0.024310305418085296,"score_gpt":0.22285963584726143,"score_spread":0.19854933042917614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380249067","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":[0.19045244,0.00088321953,0.773622,0.0004271842,0.00014176583,0.00012671355,0.00029436903,0.00038304238,0.03366928],"genre_scores_gemma":[0.95506203,0.0005711161,0.033320166,0.000049111808,0.00005887973,0.00012982919,0.00011671258,0.0000832086,0.010608915],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99983585,0.00003290769,0.0000066307853,0.00002464914,0.00006356367,0.000036394656],"domain_scores_gemma":[0.9997465,0.000092554495,0.000049487964,0.000022686754,0.00006318841,0.0000256713],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024775934,0.00056302885,0.00058016,0.0006841753,0.0007029407,0.001104272,0.0008380653,0.0008263608,0.0012517018],"category_scores_gemma":[0.00067488156,0.00030476376,0.00068922323,0.00046463916,0.0011059796,0.0007734207,0.00088478887,0.0007638278,0.00023537088],"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":[0.000026782485,0.000024061574,0.0006316373,0.000037088103,0.00000773859,0.0001846288,0.000036648114,0.9731836,0.0039098817,0.019730538,0.00017462092,0.0020528315],"study_design_scores_gemma":[0.0000026514804,0.00000897121,0.00014096484,0.000002157483,0.000002138151,0.0000230656,0.000007762892,0.9972512,0.0004150868,0.0018906578,0.00025121868,0.0000041434873],"about_ca_topic_score_codex":0.0047936724,"about_ca_topic_score_gemma":0.0022693942,"teacher_disagreement_score":0.0047936724,"about_ca_system_score_codex":0.0006546645,"about_ca_system_score_gemma":0.0012069892,"threshold_uncertainty_score":0.009531558},"labels":[],"label_agreement":null},{"id":"W4403777380","doi":"10.14529/jsfi240307","title":"Modeling Microtubule Dynamics on Lomonosov-2 Supercomputer of Moscow State University: from Atomistic to Cellular Scale Simulations","year":2024,"lang":"en","type":"article","venue":"Supercomputing Frontiers and Innovations","topic":"Microtubule and mitosis dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Russian Science Foundation; Centre de Recherches Mathématiques; Lomonosov Moscow State University; Northwestern University","keywords":"Supercomputer; Scale (ratio); Statistical physics; Computational science; Computer science; Parallel computing; Physics","score_opus":0.006358008192464835,"score_gpt":0.20886488794370395,"score_spread":0.2025068797512391,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403777380","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":[0.88250196,0.0009920943,0.089083634,0.0016871619,0.00018340597,0.00017857757,0.0012959356,0.00061717024,0.023460152],"genre_scores_gemma":[0.95972395,0.0005367601,0.03599237,0.00015619774,0.000045126406,0.00044337794,0.0008483971,0.00011876644,0.0021351716],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998802,0.000049285733,0.00000547755,0.00001216602,0.00002763548,0.000025184861],"domain_scores_gemma":[0.9997106,0.00015740136,0.000024495264,0.000023418483,0.000047121037,0.00003688773],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028102644,0.00034860376,0.0005269106,0.00031553104,0.00056549365,0.0006278304,0.000929416,0.00081966136,0.001534592],"category_scores_gemma":[0.0011650942,0.00022626302,0.0004702698,0.00051146897,0.0005262849,0.00043781832,0.0005378664,0.0006303002,0.0001985356],"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":[0.00005594063,0.000041598592,0.0019996108,0.000054050077,0.00002444998,0.00008008426,0.00006152824,0.9827518,0.0013858933,0.009960087,0.0009296899,0.0026554014],"study_design_scores_gemma":[0.000013440927,0.000010780815,0.00034386452,0.000007297719,0.0000044593467,0.000005484249,0.000014170479,0.9973627,0.00030647885,0.0012431627,0.00068440824,0.0000037836967],"about_ca_topic_score_codex":0.011516418,"about_ca_topic_score_gemma":0.006956594,"teacher_disagreement_score":0.011516418,"about_ca_system_score_codex":0.0007462458,"about_ca_system_score_gemma":0.0010890757,"threshold_uncertainty_score":0.022898793},"labels":[],"label_agreement":null},{"id":"W4414929216","doi":"10.14529/jsfi250201","title":"Bacterial Mini Microtubule as a Minimal Model System for Exploring Dynamic Instability Using Molecular Dynamics Simulations","year":2025,"lang":"en","type":"article","venue":"Supercomputing Frontiers and Innovations","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Russian Science Foundation; Centre de Recherches Mathématiques; Lomonosov Moscow State University; Northwestern University","keywords":"Microtubule; Context (archaeology); Computational model; Scale (ratio); Dynamics (music); Molecular dynamics; Stability (learning theory)","score_opus":0.017045101063059634,"score_gpt":0.2590432252987123,"score_spread":0.2419981242356527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414929216","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":[0.88924533,0.0006896294,0.09320754,0.0008467097,0.00008632687,0.00008886635,0.00060349185,0.00017609389,0.015056042],"genre_scores_gemma":[0.9691704,0.00049743726,0.027494648,0.000086777734,0.000027741253,0.00028084553,0.00032684067,0.00007206247,0.0020431934],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999908,0.000032392916,0.0000032283356,0.0000117124855,0.000025630992,0.000019021616],"domain_scores_gemma":[0.9998369,0.00007608206,0.000014411831,0.000014445999,0.00002097363,0.000037131453],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017801975,0.00032896007,0.00066415453,0.00041386296,0.00070085004,0.0006921633,0.0008630102,0.000953499,0.0011435786],"category_scores_gemma":[0.0006745276,0.00021679897,0.00045198528,0.0003110153,0.0006078279,0.0005488359,0.00075344613,0.00058041356,0.00014809892],"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":[0.00005222441,0.000050230337,0.0011905008,0.000061401275,0.000025730662,0.00009837859,0.000086856395,0.9517384,0.006790502,0.03816126,0.00041234997,0.0013320344],"study_design_scores_gemma":[0.000012023885,0.000015182505,0.00024259134,0.0000054434477,0.0000038878275,0.000008483588,0.00002149563,0.9943007,0.00049998076,0.0042742686,0.00060981524,0.0000061149417],"about_ca_topic_score_codex":0.0071982746,"about_ca_topic_score_gemma":0.0042309407,"teacher_disagreement_score":0.0071982746,"about_ca_system_score_codex":0.00075854425,"about_ca_system_score_gemma":0.0009692213,"threshold_uncertainty_score":0.014312744},"labels":[],"label_agreement":null}]}