{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":19,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":19,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"630a60a6b675","filters":{"venue":"53rd AIAA Aerospace Sciences Meeting"}},"results":[{"id":"W2320588330","doi":"10.2514/6.2015-0262","title":"Aerodynamic Shape Optimization of Benchmark Problems Using Jetstream","year":2015,"lang":"en","type":"article","venue":"53rd AIAA Aerospace Sciences Meeting","topic":"Computational Fluid Dynamics and Aerodynamics","field":"Engineering","cited_by":65,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Canada Research Chairs; Compute Canada","keywords":"Aerodynamics; Benchmark (surveying); Computer science; Aerospace engineering; Engineering; Geology","authors":[{"name":"Christopher Lee","is_ca":true},{"name":"David Koo","is_ca":true},{"name":"Karla Telidetzki","is_ca":true},{"name":"Howard Buckley","is_ca":true},{"name":"Hugo Gagnon","is_ca":true},{"name":"David W. Zingg","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02871045325311331,"gpt":0.2449143385085599,"spread":0.2162038852554466,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001121959,0.001150904,0.001541091,0.0009566229,0.0008707893,0.001178842,0.00131759,0.002016232,0.006151397],"category_scores_gemma":[0.004012076,0.0005645329,0.0011801,0.0007396374,0.0006057402,0.0007360647,0.001367531,0.001264315,0.0005845056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006672566,"about_ca_system_score_gemma":0.001052907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004640018,"about_ca_topic_score_gemma":0.00541207,"domain_scores_codex":[0.9994937,0.0001772186,0.00002447069,0.00004724701,0.0001679649,0.00008932459],"domain_scores_gemma":[0.9981489,0.001132535,0.00009245534,0.0001783512,0.0003365541,0.00011127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001766266,0.0001670531,0.0006983461,0.0001115838,0.00003848589,0.00008220374,0.00003634657,0.9762608,0.002143352,0.00266143,0.001693105,0.01593076],"study_design_scores_gemma":[0.00003073854,0.00007096523,0.0001661241,0.000008175042,0.000003514473,0.00001070448,0.00001136084,0.9978447,0.0009682787,0.0004880247,0.0003917548,0.000005744077],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6528748,0.001374725,0.2863092,0.001076867,0.0006730488,0.0003731325,0.001363107,0.002766017,0.05318908],"genre_scores_gemma":[0.8751219,0.0002224385,0.1157602,0.0002466386,0.00008605975,0.0003285007,0.001375943,0.0007466577,0.006111753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006151397,"threshold_uncertainty_score":0.0205785,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2318426478","doi":"10.2514/6.2015-0912","title":"An Overset Grid 2D/Infinite Swept Wing URANS Solver Using Recursive Cartesian Bucket Method","year":2015,"lang":"en","type":"article","venue":"53rd AIAA Aerospace Sciences Meeting","topic":"Computational Fluid Dynamics and Aerodynamics","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Consortium de Recherche et d’innovation en Aérospatiale au Québec; Compute Canada","keywords":"Solver; Cartesian coordinate system; Computer science; Grid; Regular grid; Computational science; Wing; Aerospace engineering; Mathematics; Geometry; Engineering","authors":[{"name":"Antoine Taillon Lévesque","is_ca":true},{"name":"Alexandre Pigeon","is_ca":true},{"name":"Éric Laurendeau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03329995557468637,"gpt":0.3027946029011591,"spread":0.2694946473264728,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002050434,0.0004310973,0.0008798841,0.0002333215,0.0004081505,0.0007869679,0.001627614,0.0008999325,0.01184772],"category_scores_gemma":[0.0008444806,0.0004251988,0.0003938287,0.0003644557,0.0003623952,0.0007466727,0.001955566,0.000817918,0.001724155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001948822,"about_ca_system_score_gemma":0.000707469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002534357,"about_ca_topic_score_gemma":0.003863057,"domain_scores_codex":[0.9998549,0.00003023917,0.000007780095,0.00001543883,0.00006508711,0.00002657266],"domain_scores_gemma":[0.9997845,0.00007117281,0.00001666523,0.00004435053,0.00005544952,0.00002788576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003589074,0.0001933756,0.00196124,0.0003196435,0.00008726925,0.0005605838,0.0002906732,0.7830395,0.02007713,0.04316073,0.009468951,0.140482],"study_design_scores_gemma":[0.00004338381,0.00003023031,0.0001082662,0.00001011083,0.00000379277,0.00003422761,0.00002734902,0.994179,0.001188516,0.001357909,0.003009896,0.000007265674],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06654778,0.0002698608,0.8982526,0.0001660831,0.0002164261,0.0001579918,0.0004021381,0.002053345,0.03193381],"genre_scores_gemma":[0.3648189,0.0001792995,0.6179535,0.0001978654,0.000065459,0.0002363798,0.0006641864,0.000842722,0.01504167],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01184772,"threshold_uncertainty_score":0.03963464,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2316412499","doi":"10.2514/6.2015-1720","title":"Direct Search Airfoil Optimization Using Far-Field Drag Decomposition Results","year":2015,"lang":"en","type":"article","venue":"53rd AIAA Aerospace Sciences Meeting","topic":"Computational Fluid Dynamics and Aerodynamics","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Airfoil; Drag; Computer science; Decomposition; Near and far field; Aerospace engineering; Mathematical optimization; Physics; Mathematics; Engineering; Optics","authors":[{"name":"Martin Gariépy","is_ca":true},{"name":"Jean‐Yves Trépanier","is_ca":true},{"name":"Eddy Petro","is_ca":true},{"name":"Benoit Malouin","is_ca":true},{"name":"Charles Audet","is_ca":true},{"name":"Sébastien LeDigabel","is_ca":true},{"name":"Christophe Tribes","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.027812882181114,"gpt":0.2880110537218635,"spread":0.2601981715407495,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004917645,0.0008682015,0.0009522467,0.000553568,0.000292356,0.0006286324,0.0004519288,0.0008862139,0.004519927],"category_scores_gemma":[0.001206835,0.0003404193,0.0005732354,0.0002403716,0.000402685,0.0003567543,0.000601089,0.000502567,0.0007077236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004728743,"about_ca_system_score_gemma":0.000910616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003496513,"about_ca_topic_score_gemma":0.002891812,"domain_scores_codex":[0.9998185,0.00004656793,0.000005583983,0.00001898428,0.00008348211,0.00002693303],"domain_scores_gemma":[0.9997204,0.0001072327,0.00002463048,0.0000206087,0.0001050602,0.0000219785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006114715,0.00006110605,0.0003501272,0.0001331932,0.00002140645,0.00004041082,0.00003235111,0.9690773,0.003959017,0.003880775,0.0007027742,0.02168032],"study_design_scores_gemma":[0.00002059634,0.00003911829,0.0001542553,0.000009145055,0.000004345536,0.00000757008,0.000008745567,0.9976792,0.0009080415,0.00049122,0.0006740145,0.000003760288],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1594332,0.0007508111,0.8029799,0.0002228131,0.0001317298,0.00029612,0.0002906105,0.0008611483,0.03503366],"genre_scores_gemma":[0.6689231,0.0002836789,0.3166124,0.0001019721,0.00004877255,0.0004587361,0.0003786744,0.0003496072,0.01284305],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004519927,"threshold_uncertainty_score":0.01512069,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2327774675","doi":"10.2514/6.2015-2084","title":"Numerical Study on Surface Oxidation of Carbonaceous Nano- and Micro- Particles in a Heavily Sooting Ethylene Turbulent Jet Flame","year":2015,"lang":"en","type":"article","venue":"53rd AIAA Aerospace Sciences Meeting","topic":"Combustion and flame dynamics","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Jet (fluid); Turbulence; Ethylene; Nano-; Materials science; Jet fuel; Composite material; Chemical engineering; Mechanics; Chemistry; Organic chemistry; Physics; Engineering; Catalysis","authors":[{"name":"Masoud Darbandi","is_ca":false},{"name":"Majid Ghafourizadeh","is_ca":false},{"name":"G. E. Schneider","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02621040021346599,"gpt":0.2578176072440192,"spread":0.2316072070305532,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004068146,0.0006049809,0.0006998775,0.000496937,0.0008405352,0.0007385482,0.0009028771,0.001475248,0.001418572],"category_scores_gemma":[0.0007941304,0.0002418668,0.0006649062,0.0004366105,0.0007604383,0.000347577,0.0006201045,0.0004831395,0.0001225917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007031822,"about_ca_system_score_gemma":0.0007939931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01835821,"about_ca_topic_score_gemma":0.007838882,"domain_scores_codex":[0.999872,0.00003052119,0.000008234904,0.00001799416,0.00003618761,0.0000350628],"domain_scores_gemma":[0.9995345,0.0002232132,0.00006443479,0.00003205788,0.0000892556,0.00005653151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009756674,0.00008260522,0.002870419,0.00006131286,0.00001973599,0.0002731678,0.00006152466,0.9869539,0.005035221,0.001645102,0.0001471048,0.00275242],"study_design_scores_gemma":[0.000009977784,0.00002169039,0.0002647367,0.000003057679,0.000002418547,0.00001096393,0.00001375177,0.9989942,0.0004953434,0.00009100298,0.00008915504,0.000003761254],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9241115,0.0003853875,0.06049709,0.000388759,0.0001281891,0.0001120117,0.0002917658,0.0003316811,0.01375345],"genre_scores_gemma":[0.9775255,0.0001074074,0.01906311,0.00004234043,0.00001431923,0.0000688636,0.0001267923,0.00002748919,0.003024114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01835821,"threshold_uncertainty_score":0.03650266,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2103274655","doi":"10.2514/6.2015-0535","title":"Two-Dimensional/Infinite Swept Wing Ice Accretion Model","year":2015,"lang":"en","type":"article","venue":"53rd AIAA Aerospace Sciences Meeting","topic":"Icing and De-icing Technologies","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Wing; Geology; Accretion (finance); Computer science; Aerospace engineering; Physics; Astrophysics; Engineering","authors":[{"name":"Simon Bourgault-Côté","is_ca":true},{"name":"Éric Laurendeau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04050164474427684,"gpt":0.2671937408157625,"spread":0.2266920960714856,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001090816,0.0004051918,0.0005114716,0.0003036541,0.0003594673,0.0005731778,0.001194871,0.0007185582,0.001687442],"category_scores_gemma":[0.0002596044,0.0002113629,0.0006242614,0.0002303015,0.0003608825,0.0004522773,0.0006388309,0.0005503299,0.0003773772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003491897,"about_ca_system_score_gemma":0.00071096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004938147,"about_ca_topic_score_gemma":0.002623515,"domain_scores_codex":[0.9999121,0.00001293276,0.000005128332,0.0000142937,0.00004161048,0.00001393565],"domain_scores_gemma":[0.9999195,0.00001749652,0.00001489724,0.00001411233,0.00001756272,0.0000164185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002925104,0.00003382083,0.0005127063,0.00004873548,0.00001501032,0.0002401319,0.00003195444,0.9729736,0.01077921,0.01124696,0.0004946273,0.003593994],"study_design_scores_gemma":[0.000006431698,0.00001158071,0.0001484538,0.000002925784,0.000002362563,0.00002696656,0.000004732939,0.9975762,0.0004814736,0.0006044344,0.001130243,0.000004242988],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1704741,0.0007871906,0.7764291,0.0004036734,0.0001838525,0.0002781897,0.00156219,0.0007829622,0.04909876],"genre_scores_gemma":[0.8367524,0.0007737438,0.1403278,0.0001348889,0.00008878541,0.0005354545,0.001257982,0.0001932306,0.01993572],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004938147,"threshold_uncertainty_score":0.009818852,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2325120349","doi":"10.2514/6.2015-1031","title":"Demonstration of a Conceptual Design Tool for Multiple Lifting Elements","year":2015,"lang":"en","type":"article","venue":"53rd AIAA Aerospace Sciences Meeting","topic":"Advanced Aircraft Design and Technologies","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Conceptual design; Computer science; Systems engineering; Engineering drawing; Software engineering; Human–computer interaction; Engineering","authors":[{"name":"William Bissonnette","is_ca":true},{"name":"Goetz Bramesfeld","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06855099224242103,"gpt":0.2854113509789116,"spread":0.2168603587364906,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001083458,0.000940852,0.0004487451,0.0004991497,0.0004597214,0.0009407919,0.002364839,0.001183299,0.01562931],"category_scores_gemma":[0.002016842,0.0007454715,0.0007133381,0.0002862364,0.0004494971,0.0009551069,0.001130102,0.00127466,0.003219367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003435698,"about_ca_system_score_gemma":0.001110558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006982274,"about_ca_topic_score_gemma":0.00080913,"domain_scores_codex":[0.9993443,0.00008561597,0.0000355326,0.00004538781,0.0004400063,0.00004918969],"domain_scores_gemma":[0.9991172,0.0003983813,0.00004423368,0.0001663225,0.0002143119,0.00005965522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005146721,0.0003375999,0.002271038,0.001021582,0.000097349,0.001560704,0.0006203085,0.2603515,0.2441308,0.07956784,0.02672121,0.3828054],"study_design_scores_gemma":[0.0003181598,0.0006021466,0.00084205,0.0001251686,0.00003419089,0.0007044373,0.00008499595,0.8308027,0.05080119,0.009290068,0.106304,0.0000907946],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.005720207,0.00002862323,0.9867125,0.00009750028,0.00005319594,0.0001422419,0.000110612,0.003604003,0.003531233],"genre_scores_gemma":[0.07522777,0.00005560091,0.9181873,0.00005505213,0.00001924456,0.0004052816,0.000258135,0.0005548727,0.005236727],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01562931,"threshold_uncertainty_score":0.05228531,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1979076034","doi":"10.2514/6.2015-2025","title":"Numerical Investigation of Wall Mounting Effects in Semi-Span Wind-Tunnel Tests","year":2015,"lang":"en","type":"article","venue":"53rd AIAA Aerospace Sciences Meeting","topic":"Computational Fluid Dynamics and Aerodynamics","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; Compute Canada; Bombardier","keywords":"Span (engineering); Wind tunnel; Structural engineering; Engineering; Materials science; Aerospace engineering","authors":[{"name":"Mohamed Bouriga","is_ca":true},{"name":"François Morency","is_ca":true},{"name":"Julien Weiss","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01457045487459504,"gpt":0.2327250389221788,"spread":0.2181545840475838,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006663298,0.0005290598,0.0005603899,0.0003443591,0.0002950347,0.0004994579,0.00056807,0.0006504491,0.001366199],"category_scores_gemma":[0.002532881,0.0002472025,0.0003016818,0.0002944303,0.0004535457,0.0004408483,0.000481549,0.0003787841,0.0001493098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001385197,"about_ca_system_score_gemma":0.0001950669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008134953,"about_ca_topic_score_gemma":0.0009892842,"domain_scores_codex":[0.999671,0.00008806604,0.00002576791,0.00002870437,0.0001073436,0.00007912037],"domain_scores_gemma":[0.9976873,0.001408349,0.0003772345,0.0001849981,0.0002196479,0.0001223969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002501158,0.0006086413,0.03357626,0.0006076657,0.00008282744,0.002064227,0.000380108,0.7391486,0.1978464,0.001095105,0.0006520048,0.02143702],"study_design_scores_gemma":[0.00007539776,0.003369901,0.02156653,0.00006905301,0.00006029509,0.0002736429,0.0003846934,0.8903359,0.08309753,0.000149866,0.0005631491,0.00005407033],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967557,0.00006506121,0.002389018,0.00001600634,0.00001489973,0.00001237362,0.00006312122,0.00006033854,0.0006236356],"genre_scores_gemma":[0.9977562,0.0000323701,0.00188526,0.000006297088,0.000002009118,0.000007164009,0.00006367383,0.0000103746,0.0002365882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001366199,"threshold_uncertainty_score":0.004570365,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2320928796","doi":"10.2514/6.2015-0914","title":"Adaptive curvature control grid generation algorithms for complex glaze ice shapes RANS simulations","year":2015,"lang":"en","type":"article","venue":"53rd AIAA Aerospace Sciences Meeting","topic":"Icing and De-icing Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Algorithm; Mesh generation; Curvature; Multigrid method; Computer science; Solver; Context (archaeology); Mathematics; Mathematical optimization; Geometry; Mathematical analysis; Partial differential equation; Engineering; Finite element method","authors":[{"name":"Kazem Hasanzadeh Lashkajani","is_ca":true},{"name":"Éric Laurendeau","is_ca":true},{"name":"Ion Paraschivoiu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1078662898428898,"gpt":0.2976436971213055,"spread":0.1897774072784157,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004579987,0.0003554873,0.0003266176,0.0003845275,0.0002391155,0.0005029986,0.0009227335,0.0005013238,0.001738513],"category_scores_gemma":[0.001352725,0.0002579853,0.000347685,0.0002942998,0.0004314542,0.0004023981,0.0008234677,0.0006223331,0.0004759881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004281364,"about_ca_system_score_gemma":0.000388275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002707567,"about_ca_topic_score_gemma":0.002264743,"domain_scores_codex":[0.9997786,0.00004924835,0.00001428253,0.00002654227,0.0001085681,0.00002275837],"domain_scores_gemma":[0.9995454,0.0001519612,0.00006683816,0.00008441403,0.0001298871,0.0000215343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005703625,0.0000244498,0.0006712731,0.00004085943,0.00001137501,0.00006444792,0.0001226783,0.9019428,0.01267523,0.01479171,0.001050679,0.06854746],"study_design_scores_gemma":[0.000004225696,0.000006370055,0.00006190562,0.000001831681,6.115774e-7,0.000008237326,0.000004790359,0.9968693,0.001507351,0.000855353,0.0006766815,0.000003371451],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01190364,0.00003520387,0.9861935,0.00003878013,0.00001309552,0.00003100112,0.00002439733,0.0005584366,0.001201927],"genre_scores_gemma":[0.3444241,0.00008589673,0.6525576,0.00004618644,0.00001772791,0.0001305124,0.0001532588,0.0003446907,0.002239976],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002707567,"threshold_uncertainty_score":0.005815923,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2324377776","doi":"10.2514/6.2015-1744","title":"Performance of a Newton-Krylov-Schur Algorithm for the Numerical Solution of the Steady Reynolds-Averaged Navier-Stokes Equations (Invited)","year":2015,"lang":"en","type":"article","venue":"53rd AIAA Aerospace Sciences Meeting","topic":"Computational Fluid Dynamics and Aerodynamics","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Reynolds number; Navier–Stokes equations; Computer science; Applied mathematics; Newton's method; Mathematics; Algorithm; Physics; Mechanics; Compressibility; Nonlinear system","authors":[{"name":"David A. Brown","is_ca":true},{"name":"Howard Buckley","is_ca":true},{"name":"Michal Osusky","is_ca":true},{"name":"David W. Zingg","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02461618990778663,"gpt":0.2444839936138216,"spread":0.219867803706035,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000930211,0.0005094432,0.0004263924,0.000376888,0.0004692515,0.0006427213,0.0008506905,0.0005876777,0.002252975],"category_scores_gemma":[0.002056036,0.0001889496,0.0003013938,0.0003555274,0.0003534996,0.0005775545,0.000463449,0.000376716,0.0004129422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004436469,"about_ca_system_score_gemma":0.001214533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01157669,"about_ca_topic_score_gemma":0.007406105,"domain_scores_codex":[0.9997265,0.00008737689,0.0000211368,0.00003533266,0.00009306174,0.00003658721],"domain_scores_gemma":[0.9990237,0.0005435732,0.00005321985,0.0000886155,0.0002281642,0.00006267847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001356053,0.0005480541,0.01033609,0.0001886228,0.0001016543,0.0001281811,0.0003204066,0.7705447,0.05454407,0.006759915,0.002348911,0.1528234],"study_design_scores_gemma":[0.00002325656,0.0001154443,0.0006410195,0.000003266424,0.000003783218,0.00001354697,0.00001439241,0.9931043,0.005692425,0.0001438241,0.0002372271,0.000007655162],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8731335,0.0002264474,0.1168614,0.0001287464,0.00006159017,0.00007886688,0.000277653,0.001688443,0.007543211],"genre_scores_gemma":[0.8667349,0.0001107596,0.1302977,0.00003230302,0.000008409606,0.00007388096,0.0004695638,0.0001623246,0.002110208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01157669,"threshold_uncertainty_score":0.0230186,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4239559538","doi":"10.2514/6.2015-1289","title":"Unsteady Behavior of a Pressure-Induced Turbulent Separation Bubble","year":2015,"lang":"en","type":"article","venue":"53rd AIAA Aerospace Sciences Meeting","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Bubble; Separation (statistics); Turbulence; Mechanics; Materials science; Physics; Computer science","authors":[{"name":"Julien Weiss","is_ca":true},{"name":"Abdelouahab Mohammed-Taifour","is_ca":true},{"name":"Quentin Schwaab","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03019556123275483,"gpt":0.2747328476033534,"spread":0.2445372863705985,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001285845,0.0002437784,0.0003907785,0.0004025468,0.0007174197,0.0006449564,0.0005479943,0.0006810611,0.003554312],"category_scores_gemma":[0.0007189288,0.0002393445,0.0002440373,0.0002536246,0.0009012737,0.0006508962,0.0006797166,0.001152343,0.0002921957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007208342,"about_ca_system_score_gemma":0.0005497652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003305103,"about_ca_topic_score_gemma":0.001208532,"domain_scores_codex":[0.9998627,0.00001034966,0.000004927375,0.00002851641,0.00004590789,0.00004764292],"domain_scores_gemma":[0.9994747,0.0001612294,0.00004665726,0.00003103133,0.00008600525,0.0002003588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003305237,0.0008073519,0.008101601,0.0001319845,0.0001047204,0.003724633,0.0008701436,0.06782185,0.8936713,0.007327519,0.003032748,0.011101],"study_design_scores_gemma":[0.0002427914,0.001528243,0.02348509,0.00002282008,0.0000487527,0.0004671732,0.0005667736,0.723457,0.2472334,0.001373568,0.001445693,0.0001287028],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946485,0.00007111346,0.002537112,0.0002123923,0.00003524473,0.00001392312,0.0001073739,0.0001795795,0.002194766],"genre_scores_gemma":[0.998365,0.00002240473,0.0004536897,0.0000369549,0.000008498921,0.00000650408,0.0001250918,0.00002849268,0.000953473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003554312,"threshold_uncertainty_score":0.01189035,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2334929862","doi":"10.2514/6.2015-1264","title":"Accuracy of Discretization Error Estimation by the Error Transport Equation on Unstructured Meshes","year":2015,"lang":"en","type":"article","venue":"53rd AIAA Aerospace Sciences Meeting","topic":"Advanced Numerical Methods in Computational Mathematics","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Polygon mesh; Discretization; Discretization error; Computer science; Estimation; Algorithm; Applied mathematics; Error analysis; Mathematical optimization; Mathematics; Computer graphics (images); Mathematical analysis; Engineering","authors":[{"name":"Gary Yan","is_ca":true},{"name":"Carl Ollivier‐Gooch","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07084723080474313,"gpt":0.3416797005313623,"spread":0.2708324697266192,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003628797,0.0006907479,0.0009555963,0.001175548,0.0005118918,0.001799981,0.001509046,0.002035451,0.001406778],"category_scores_gemma":[0.02590152,0.000482116,0.0006428941,0.0006751827,0.00148888,0.00228322,0.001714296,0.001386043,0.0002898003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009946858,"about_ca_system_score_gemma":0.001033802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006477701,"about_ca_topic_score_gemma":0.002177577,"domain_scores_codex":[0.9975368,0.0008355673,0.0002346214,0.0003464505,0.0008899022,0.0001567595],"domain_scores_gemma":[0.9860604,0.009187898,0.0007965944,0.001529084,0.002265099,0.0001608217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008059916,0.00008824553,0.00589119,0.0002676347,0.00007383899,0.0001477919,0.0002263774,0.8863369,0.02823885,0.02446235,0.001294752,0.05216616],"study_design_scores_gemma":[0.000006423903,0.00002339458,0.0003710122,0.00001412183,0.000004969933,0.0000151172,0.00001396292,0.9914714,0.005945143,0.001903855,0.0002187558,0.00001193469],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1976105,0.000682062,0.793799,0.0005899291,0.0003214214,0.00005229237,0.000279758,0.000813396,0.005851655],"genre_scores_gemma":[0.895847,0.0002020149,0.1008497,0.00008154172,0.00004201473,0.00003412628,0.0003588577,0.000224713,0.002360129],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006477701,"threshold_uncertainty_score":0.01919109,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2329202927","doi":"10.2514/6.2015-0104","title":"First Aerial South Atlantic Night Crossing","year":2015,"lang":"en","type":"article","venue":"53rd AIAA Aerospace Sciences Meeting","topic":"Aviation History and Innovations","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Computer science; Environmental science; Remote sensing; Meteorology; Geology; Geography","authors":[{"name":"Fernando P. Neves","is_ca":false},{"name":"Jorge Barata","is_ca":false},{"name":"André Silva","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08862830928122359,"gpt":0.2604460762197566,"spread":0.171817766938533,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002679152,0.0005144083,0.0002028146,0.0006246843,0.003402727,0.001613884,0.0004169265,0.0007307498,0.03894379],"category_scores_gemma":[0.0006625534,0.0002016917,0.0003781974,0.0005167828,0.0004917535,0.0007191988,0.002092234,0.001644823,0.0108036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00170189,"about_ca_system_score_gemma":0.002175812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04700633,"about_ca_topic_score_gemma":0.1379775,"domain_scores_codex":[0.9995338,0.00003340134,0.00001401677,0.0001040513,0.0001887046,0.0001259545],"domain_scores_gemma":[0.9996395,0.00002285941,0.00001566865,0.00004964484,0.0001798867,0.0000924376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000311364,0.0001751654,0.01974769,0.0004847761,0.00004893523,0.00459757,0.005455508,0.000780275,0.01303404,0.02082134,0.356883,0.5776603],"study_design_scores_gemma":[0.000009253922,0.00007543383,0.01330114,0.0001435714,0.000009438078,0.0008613336,0.0009816234,0.0001557027,0.001041067,0.0006716424,0.9827316,0.0000181648],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07261692,0.003418052,0.00468283,0.003143493,0.005253952,0.0001392777,0.002670518,0.000553772,0.9075212],"genre_scores_gemma":[0.4185434,0.005482454,0.01127212,0.002850664,0.0013692,0.00008673671,0.006576982,0.0005715464,0.5532468],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04700633,"threshold_uncertainty_score":0.13028,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2322358361","doi":"10.2514/6.2015-0030","title":"Application of Simplified Numerical and Analytical Methods for Rapid Analysis in Atmospheric Entry Vehicle Design","year":2015,"lang":"en","type":"article","venue":"53rd AIAA Aerospace Sciences Meeting","topic":"Computational Fluid Dynamics and Aerodynamics","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science; Atmospheric model; Atmospheric entry; Aerospace engineering; Engineering; Meteorology; Physics","authors":[{"name":"W. Schuyler Hinman","is_ca":true},{"name":"Steven J. Wilson","is_ca":true},{"name":"Craig T. Johansen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02615971027793656,"gpt":0.3166567756350342,"spread":0.2904970653570976,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007414299,0.0007248875,0.0006027322,0.0006574042,0.0003655716,0.0006782234,0.0009625151,0.0004478101,0.003540807],"category_scores_gemma":[0.003051609,0.0003820167,0.0005367039,0.0005646987,0.0004737602,0.000554961,0.0008205922,0.0005779857,0.0009734208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004816424,"about_ca_system_score_gemma":0.00102488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0030673,"about_ca_topic_score_gemma":0.002643914,"domain_scores_codex":[0.9993826,0.0002149551,0.00002782419,0.00002955389,0.0003155447,0.0000293633],"domain_scores_gemma":[0.9990368,0.0004276095,0.000106803,0.0001417466,0.0002517791,0.0000353291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007700554,0.0000896499,0.0009765418,0.0003483561,0.00003540044,0.0001660152,0.0001245606,0.7985607,0.01599864,0.04745994,0.002807982,0.1333552],"study_design_scores_gemma":[0.00001758752,0.00005193864,0.0002290762,0.00002159256,0.000007740219,0.00005696841,0.00001669512,0.9864368,0.001862932,0.004118192,0.007169584,0.00001099638],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00721403,0.000417521,0.9872564,0.0000528607,0.00005620787,0.00006140018,0.00004193922,0.0003010621,0.00459855],"genre_scores_gemma":[0.2336927,0.001648323,0.755362,0.0001098415,0.0001247366,0.0006070578,0.0002072671,0.0002860982,0.007961916],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003540807,"threshold_uncertainty_score":0.01184523,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2321917786","doi":"10.2514/6.2015-0034","title":"Optimization of the Morphogenetic Approach for In-flight Icing","year":2015,"lang":"en","type":"article","venue":"53rd AIAA Aerospace Sciences Meeting","topic":"Icing and De-icing Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Compute Canada","keywords":"Airfoil; Icing; Computer science; Eulerian path; Computer simulation; Aerospace engineering; Process (computing); Marine engineering; Simulation; Mechanics; Lagrangian; Physics; Engineering; Mathematics; Meteorology; Applied mathematics","authors":[{"name":"Matei C. Butnarasu","is_ca":true},{"name":"Wagdi G. Habashi","is_ca":true},{"name":"Marco Fossati","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03109072361824284,"gpt":0.2334974854716351,"spread":0.2024067618533923,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003296379,0.0004182521,0.0002807252,0.0002445949,0.0002776397,0.0003828036,0.0006315582,0.0005270108,0.001601911],"category_scores_gemma":[0.0005414842,0.000261746,0.0003367853,0.0001622012,0.0004383299,0.0002452179,0.0004989592,0.0004724463,0.0003164173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005239192,"about_ca_system_score_gemma":0.0009076811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00241831,"about_ca_topic_score_gemma":0.002323387,"domain_scores_codex":[0.9999033,0.00001986902,0.000003467494,0.00001649589,0.0000399932,0.00001683945],"domain_scores_gemma":[0.9998021,0.00007074676,0.00003901553,0.0000243231,0.00004278757,0.00002113119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002425617,0.00003594827,0.0006829776,0.00004680813,0.00001464728,0.00006127639,0.00002962065,0.9507008,0.01931691,0.007161129,0.0003720454,0.02155354],"study_design_scores_gemma":[0.00000424,0.00001382765,0.0000942557,0.000001918575,0.000002314078,0.00001440827,0.000004228338,0.9974261,0.001246837,0.0004428086,0.0007467302,0.000002287936],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0537414,0.0001158902,0.9389248,0.0001499333,0.0000598818,0.00007177514,0.00006517289,0.0002421489,0.006628974],"genre_scores_gemma":[0.6557339,0.0002793759,0.3369254,0.0001052439,0.00003454574,0.0002378472,0.0001224065,0.0002084673,0.006352905],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00241831,"threshold_uncertainty_score":0.005358934,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2323083927","doi":"10.2514/6.2015-0378","title":"Analysis of Different Design Strategies to Improve Single Blade Performance in Rotorcrafts","year":2015,"lang":"en","type":"article","venue":"53rd AIAA Aerospace Sciences Meeting","topic":"Biomimetic flight and propulsion mechanisms","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"New Mexico Space Grant Consortium; Ryerson University; National Aeronautics and Space Administration","keywords":"Blade (archaeology); Computer science; Mechanical engineering; Engineering","authors":[{"name":"Lindsay Gilkey","is_ca":false},{"name":"Carlos M. Lazaro Echavarria","is_ca":false},{"name":"Sebastian Gomez","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03778702789992072,"gpt":0.2467027530749207,"spread":0.208915725175,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036887,0.0005024337,0.0004307737,0.0004056293,0.0002194781,0.0004360336,0.0003907493,0.0004863421,0.001641482],"category_scores_gemma":[0.0007178919,0.0002283231,0.0003492741,0.0001716182,0.0002505252,0.0003649966,0.0002552901,0.0001876031,0.0003426653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002975965,"about_ca_system_score_gemma":0.0003711897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005496292,"about_ca_topic_score_gemma":0.0007816856,"domain_scores_codex":[0.9999052,0.00001688843,0.000005124155,0.00001443173,0.00003502626,0.0000233119],"domain_scores_gemma":[0.9997017,0.0001104608,0.00006411161,0.00003156458,0.00007098416,0.00002111525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001637347,0.0001743256,0.002649551,0.0003459018,0.00004779404,0.0001317229,0.0000987412,0.8360294,0.08502995,0.002403396,0.0004744819,0.072451],"study_design_scores_gemma":[0.00003558688,0.0008901873,0.002141792,0.00003615374,0.00003971783,0.00006275551,0.00007572692,0.9721639,0.02243387,0.0008644414,0.001240958,0.00001483101],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8320855,0.001128901,0.1570325,0.0001343484,0.00005268818,0.0001224156,0.00008119021,0.0002856754,0.009076905],"genre_scores_gemma":[0.9728444,0.000166855,0.02609871,0.00001243617,0.00000357721,0.00003154137,0.00002250654,0.00003069322,0.0007892331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001641482,"threshold_uncertainty_score":0.005491316,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2330527433","doi":"10.2514/6.2015-0589","title":"A General 3D Relation for Oblique Shocks on Swept Ramps","year":2015,"lang":"en","type":"article","venue":"53rd AIAA Aerospace Sciences Meeting","topic":"Computational Fluid Dynamics and Aerodynamics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Oblique case; Relation (database); Computer science; Database","authors":[{"name":"Neal D. Domel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0241999112049281,"gpt":0.2601479244387722,"spread":0.2359480132338441,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003502978,0.0006091168,0.0003151643,0.001096484,0.0006056568,0.001847586,0.0009097128,0.0008980463,0.008396827],"category_scores_gemma":[0.001246571,0.0004284165,0.0007292805,0.0006451667,0.0006766742,0.00148469,0.001495017,0.001375012,0.001674272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007112019,"about_ca_system_score_gemma":0.0006315199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002062837,"about_ca_topic_score_gemma":0.001399583,"domain_scores_codex":[0.9997405,0.00002838576,0.00001681431,0.00004322723,0.0001283481,0.00004270023],"domain_scores_gemma":[0.9997467,0.00006360905,0.00004984097,0.00003491194,0.00008260327,0.00002231466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005027961,0.00005014768,0.002014392,0.0001415616,0.00001713899,0.0005754943,0.0003502887,0.293144,0.02781616,0.6354048,0.00375146,0.03668424],"study_design_scores_gemma":[0.00001308183,0.00003272801,0.0009134918,0.0000435403,0.000008425345,0.0002995221,0.0001194595,0.9198254,0.006019032,0.05778369,0.01490084,0.00004073852],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02845537,0.000359262,0.9235839,0.000293258,0.0001514727,0.000104848,0.0004044869,0.0003441955,0.04630315],"genre_scores_gemma":[0.6768179,0.002043474,0.2761237,0.0006754614,0.0002486711,0.0003360179,0.0008894434,0.0006309866,0.04223444],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008396827,"threshold_uncertainty_score":0.02809018,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2333651006","doi":"10.2514/6.2015-0282","title":"hp-adaptive time integration for ALE simulation of Fluid-Structure Interaction problems","year":2015,"lang":"en","type":"article","venue":"53rd AIAA Aerospace Sciences Meeting","topic":"Numerical methods for differential equations","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Computer science; Fluid simulation; Fluid–structure interaction; Distributed computing; Mechanics; Physics; Finite element method; Thermodynamics","authors":[{"name":"Alexander Hay","is_ca":true},{"name":"Stéphane Étienne","is_ca":true},{"name":"Dominique Pelletier","is_ca":true},{"name":"André Garon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1869574044814004,"gpt":0.4086691565410079,"spread":0.2217117520596076,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003893627,0.0003687257,0.0003580697,0.0002657887,0.0003064431,0.0004098379,0.0009083209,0.0005903541,0.002519746],"category_scores_gemma":[0.001309581,0.0001643648,0.0003239645,0.0003460777,0.0006033013,0.0004663446,0.0007662865,0.0009005805,0.0004555278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000350293,"about_ca_system_score_gemma":0.0005782725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001955826,"about_ca_topic_score_gemma":0.001533477,"domain_scores_codex":[0.9998022,0.00005928615,0.000008524948,0.00001799716,0.00009567976,0.00001631354],"domain_scores_gemma":[0.9996549,0.0001656267,0.00003464599,0.00005054407,0.00007119113,0.00002316136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009354581,0.00007855291,0.001122575,0.00008981048,0.00002760621,0.0001242929,0.0001224242,0.8976657,0.01636461,0.03183879,0.001174175,0.05129789],"study_design_scores_gemma":[0.000006443951,0.000009436264,0.00003951941,0.000001927583,0.000001120846,0.000009220627,0.00000284162,0.9968722,0.001058093,0.001232248,0.000764632,0.000002362463],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01555669,0.00006585616,0.9807884,0.00005791536,0.0000297717,0.00003812975,0.0000299482,0.0004211169,0.003012211],"genre_scores_gemma":[0.2751413,0.000147803,0.7207329,0.00005971347,0.00003206056,0.000281312,0.0001209722,0.0002343585,0.00324964],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002519746,"threshold_uncertainty_score":0.008429408,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2330622685","doi":"10.2514/6.2015-1260","title":"Dynamic Mesh Deformation with Radial Basis Functions for the Non-Linear Frequency Domain Method","year":2015,"lang":"en","type":"article","venue":"53rd AIAA Aerospace Sciences Meeting","topic":"Computational Fluid Dynamics and Aerodynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Frequency domain; Radial basis function; Basis (linear algebra); Basis function; Deformation (meteorology); Computer science; Mathematical analysis; Mathematics; Physics; Geometry; Artificial intelligence; Computer vision","authors":[{"name":"Pierre-Olivier Tardif","is_ca":true},{"name":"Sivakumaran Nadarajah","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01444964265270412,"gpt":0.2595547142022726,"spread":0.2451050715495684,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001214217,0.0005970579,0.0005889104,0.0006244646,0.0004512119,0.0007115629,0.001424993,0.001010779,0.002427989],"category_scores_gemma":[0.002483498,0.0003520662,0.000692439,0.000482679,0.0006280793,0.001040986,0.0008445148,0.001298884,0.00125682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004821692,"about_ca_system_score_gemma":0.0009419839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001793555,"about_ca_topic_score_gemma":0.001480086,"domain_scores_codex":[0.9992218,0.0002042627,0.00003270526,0.00006501519,0.0004299544,0.00004615934],"domain_scores_gemma":[0.9991936,0.0002932069,0.00005932934,0.0001624803,0.0002631035,0.0000283182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001824265,0.0001887887,0.001258449,0.0002228887,0.00004021066,0.0002162983,0.0002095702,0.4675747,0.071647,0.106676,0.00252661,0.3492572],"study_design_scores_gemma":[0.00001112898,0.00002466548,0.0001146321,0.000008192372,0.000002598994,0.00003597116,0.000006846733,0.9892454,0.005523519,0.002361478,0.002654001,0.0000116207],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.002334771,0.00003313079,0.9966382,0.00002972608,0.0000313285,0.00002394752,0.000007643227,0.0001943984,0.0007068455],"genre_scores_gemma":[0.09048473,0.0001509274,0.9057101,0.00005516945,0.00003352265,0.000210327,0.00007124894,0.0002889603,0.00299502],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002427989,"threshold_uncertainty_score":0.008122444,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2323694864","doi":"10.2514/6.2015-0764","title":"Combined translational and rotational galloping of square cylinders in cross-flow at low Reynolds numbers","year":2015,"lang":"en","type":"article","venue":"53rd AIAA Aerospace Sciences Meeting","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Reynolds number; Square (algebra); Flow (mathematics); Mechanics; Physics; Mathematics; Geometry; Turbulence","authors":[{"name":"Blandine Battaglia","is_ca":false},{"name":"Stéphane Étienne","is_ca":true},{"name":"Alexander Hay","is_ca":true},{"name":"Dominique Pelletier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0174977463775117,"gpt":0.258749727330072,"spread":0.2412519809525603,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002481449,0.0002921876,0.000376323,0.0002855982,0.0003317732,0.0004145417,0.0002041282,0.0003741778,0.0009046549],"category_scores_gemma":[0.0008102514,0.0001719267,0.0002318117,0.0001703875,0.0007084929,0.0003143678,0.0005041886,0.0002216652,0.0001356759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000188676,"about_ca_system_score_gemma":0.0003252454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001812586,"about_ca_topic_score_gemma":0.001652952,"domain_scores_codex":[0.9998989,0.00001579187,0.000005374318,0.00001371051,0.00002711026,0.00003919807],"domain_scores_gemma":[0.9997621,0.0001029701,0.00003618605,0.00002561364,0.00003327397,0.00003982164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001378678,0.0001607085,0.01353506,0.0002045965,0.00005537105,0.001312613,0.0007207686,0.637427,0.3302073,0.003008243,0.0005459556,0.01144367],"study_design_scores_gemma":[0.00006133608,0.0005840632,0.01425599,0.00002536385,0.00001684002,0.0001666071,0.000267397,0.9240167,0.05927398,0.0006561613,0.0006367474,0.0000388447],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966661,0.00004613926,0.001938644,0.00002869254,0.000006367567,0.00001133665,0.00003419742,0.00004539124,0.001223102],"genre_scores_gemma":[0.9990055,0.00002357069,0.0005257993,0.000007841048,0.000001235857,0.000007709352,0.00003185178,0.000006847887,0.0003896113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001812586,"threshold_uncertainty_score":0.003604054,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}