{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":29,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":29,"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":"ef2f3c9762e2","filters":{"venue":"48th AIAA Aerospace Sciences Meeting Including the New Horizons Forum and Aerospace Exposition"}},"results":[{"id":"W3200910387","doi":"10.2514/6.2010-947","title":"Fault-Tolerant Control for Quadrotor UAV via Backstepping Approach","year":2010,"lang":"en","type":"article","venue":"48th AIAA Aerospace Sciences Meeting Including the New Horizons Forum and Aerospace Exposition","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":41,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Backstepping; Computer science; Fault tolerance; Control (management); Control engineering; Control theory (sociology); Engineering; Distributed computing; Artificial intelligence; Adaptive control","authors":[{"name":"Xiaobing Zhang","is_ca":true},{"name":"Youmin Zhang","is_ca":true},{"name":"Chun‐Yi Su","is_ca":true},{"name":"Ying Feng","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01140589331101506,"gpt":0.2389917869829964,"spread":0.2275858936719814,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000220533,0.0006699427,0.0005679571,0.0002148441,0.0003717529,0.0005075642,0.0005256284,0.0005143748,0.001059521],"category_scores_gemma":[0.000439454,0.000200872,0.0003243335,0.0001907948,0.0003233175,0.0002803964,0.0005674027,0.0003930535,0.0001263057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002573968,"about_ca_system_score_gemma":0.0003673919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004913538,"about_ca_topic_score_gemma":0.002554653,"domain_scores_codex":[0.9998477,0.00002571433,0.000009614599,0.0000400485,0.00005076078,0.00002619096],"domain_scores_gemma":[0.9998333,0.00004807726,0.00003648613,0.00001585926,0.00005416128,0.00001208061],"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":[0.0003540602,0.00008658264,0.0007439656,0.000197758,0.00007958215,0.0003812398,0.0001790248,0.8798682,0.05103519,0.004730652,0.0009417329,0.06140196],"study_design_scores_gemma":[0.00001967411,0.0002513765,0.0002414001,0.000003823902,0.00000914254,0.00002276573,0.00001013366,0.9964046,0.002272446,0.0005053562,0.0002547421,0.000004517735],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1662257,0.000311356,0.8267891,0.0001814121,0.0001995392,0.00007160354,0.00004605672,0.0004864065,0.005688814],"genre_scores_gemma":[0.9885476,0.00005766618,0.009878185,0.00003524741,0.00001258918,0.00004105087,0.00002428484,0.000007895119,0.001395555],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004913538,"threshold_uncertainty_score":0.009769857,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2322340604","doi":"10.2514/6.2010-1238","title":"Design optimization of hot-air anti-icing systems by FENSAP-ICE","year":2010,"lang":"en","type":"article","venue":"48th AIAA Aerospace Sciences Meeting Including the New Horizons Forum and Aerospace Exposition","topic":"Icing and De-icing Technologies","field":"Engineering","cited_by":22,"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":"Icing; Environmental science; Meteorology; Computer science; Physics","authors":[{"name":"Mathieu Pellissier","is_ca":true},{"name":"Wagdi G. Habashi","is_ca":true},{"name":"Alberto Pueyo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01414352275232889,"gpt":0.2313162029018425,"spread":0.2171726801495137,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004795068,0.0007909558,0.0008226776,0.0004937362,0.0003620776,0.0005438454,0.0006153982,0.0006298387,0.001549587],"category_scores_gemma":[0.0008457997,0.0005014287,0.0006761769,0.0002626802,0.0005307331,0.0003584031,0.0005937975,0.0005931536,0.0002287321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004485993,"about_ca_system_score_gemma":0.0009744401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002309621,"about_ca_topic_score_gemma":0.002026636,"domain_scores_codex":[0.9998077,0.00005483699,0.000006342699,0.00002630089,0.00007726753,0.00002772989],"domain_scores_gemma":[0.999804,0.0001027302,0.00003038355,0.00001204786,0.0000393315,0.00001159102],"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":[0.0000169677,0.000008589404,0.0001159882,0.00003560403,0.00001016473,0.00002117351,0.00001700623,0.9875401,0.001970414,0.001531238,0.0001251204,0.008607548],"study_design_scores_gemma":[0.000007968488,0.00005182221,0.0000736854,0.000007574837,0.000005169552,0.0000126685,0.000008890017,0.9966081,0.001328712,0.0007972084,0.001094113,0.000004087885],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04065754,0.0003551599,0.9510752,0.00007403816,0.00003625966,0.0001139475,0.0000608879,0.0002258655,0.007401041],"genre_scores_gemma":[0.6111676,0.0005211979,0.3828077,0.00008205778,0.00002844066,0.0005398018,0.0001532167,0.0001385907,0.004561434],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002309621,"threshold_uncertainty_score":0.005183935,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2039911261","doi":"10.2514/6.2010-116","title":"A Parallel Newton-Krylov-Schur Flow Solver for the Navier-Stokes Equations Using the SBP-SAT Approach","year":2010,"lang":"en","type":"article","venue":"48th AIAA Aerospace Sciences Meeting Including the New Horizons Forum and Aerospace Exposition","topic":"Computational Fluid Dynamics and Aerodynamics","field":"Engineering","cited_by":19,"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":"Solver; Generalized minimal residual method; Preconditioner; Navier–Stokes equations; Krylov subspace; Applied mathematics; Discretization; Iterative method; Mathematics; Newton's method; Computer science; Mathematical optimization; Mathematical analysis; Nonlinear system; Physics; Compressibility; Mechanics","authors":[{"name":"Michal Osusky","is_ca":true},{"name":"Jason E. Hicken","is_ca":true},{"name":"David W. Zingg","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02360566164945929,"gpt":0.2653563528006923,"spread":0.241750691151233,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002535632,0.0004197111,0.0004237928,0.0001987648,0.000438589,0.0005715224,0.0006952238,0.0004499746,0.003356781],"category_scores_gemma":[0.0005953219,0.0002344387,0.0006646554,0.0003539159,0.0002988931,0.0004745963,0.0007929127,0.0007563136,0.001307581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002103766,"about_ca_system_score_gemma":0.001273416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003290846,"about_ca_topic_score_gemma":0.003265101,"domain_scores_codex":[0.9997856,0.0000402911,0.000009895941,0.0000206526,0.0001256471,0.00001791534],"domain_scores_gemma":[0.999803,0.00006302959,0.00001485275,0.00003262189,0.00006766914,0.00001873193],"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":[0.0001679772,0.0001904565,0.002296816,0.00021462,0.00007148158,0.0003231988,0.0001347359,0.6688417,0.0531722,0.03727129,0.009866684,0.2274489],"study_design_scores_gemma":[0.00002792803,0.00003785306,0.00017507,0.000005406187,0.000005385922,0.00004577165,0.00000702872,0.9886771,0.004182173,0.002113449,0.004717072,0.000005839798],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01098758,0.00005458434,0.9810942,0.00009588451,0.00006003385,0.00005067501,0.0001192371,0.0013231,0.0062146],"genre_scores_gemma":[0.1629729,0.0002036784,0.8275914,0.00009494409,0.00008078174,0.0002078704,0.000624305,0.000316557,0.007907436],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003356781,"threshold_uncertainty_score":0.01122957,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2326880541","doi":"10.2514/6.2010-463","title":"Comparison of Potential Flow Wake Models for Horizontal-Axis Wind Turbine Rotors","year":2010,"lang":"en","type":"article","venue":"48th AIAA Aerospace Sciences Meeting Including the New Horizons Forum and Aerospace Exposition","topic":"Wind Energy Research and Development","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"University of Victoria","keywords":"Wake; Horizontal axis; Turbine; Flow (mathematics); Marine engineering; Aerospace engineering; Wind power; Potential flow; Computer science; Mechanics; Environmental science; Geology; Physics; Engineering; Electrical engineering; Structural engineering","authors":[{"name":"Shane Cline","is_ca":true},{"name":"Curran Crawford","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02275885720078445,"gpt":0.2828593176261982,"spread":0.2601004604254137,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005477638,0.0006969184,0.0005701263,0.000560803,0.0003015809,0.000612044,0.0006947125,0.0007301376,0.001579691],"category_scores_gemma":[0.001355502,0.0002419644,0.0006031219,0.000415178,0.0003525149,0.0008060875,0.0004254391,0.0003534762,0.0003517435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003493938,"about_ca_system_score_gemma":0.0004433763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002714636,"about_ca_topic_score_gemma":0.001893421,"domain_scores_codex":[0.9998453,0.00005389091,0.00001231801,0.00001143196,0.00005671213,0.00002040453],"domain_scores_gemma":[0.9995072,0.0002475354,0.00005007007,0.00004670579,0.000117031,0.00003156501],"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":[0.0001455207,0.00005135299,0.001915906,0.0001176749,0.0000203922,0.00009746684,0.0000360185,0.9632583,0.003387576,0.004081916,0.0007095348,0.0261784],"study_design_scores_gemma":[0.00001219604,0.00004083983,0.000351113,0.000003886856,0.000002286876,0.0000118476,0.000007012078,0.9982997,0.0005565171,0.0004944116,0.0002158444,0.000004458729],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6100162,0.00170212,0.369057,0.0003756292,0.0002670146,0.0002318815,0.0008065996,0.001997068,0.0155466],"genre_scores_gemma":[0.9691956,0.0005632051,0.02752973,0.00003071706,0.00003251448,0.00009816857,0.0004200869,0.0001574767,0.001972544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002714636,"threshold_uncertainty_score":0.005397677,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2333652185","doi":"10.2514/6.2010-18","title":"Unsteady Numerical Simulation of a Round Jet with Impinging Microjets for Noise Suppresion","year":2010,"lang":"en","type":"article","venue":"48th AIAA Aerospace Sciences Meeting Including the New Horizons Forum and Aerospace Exposition","topic":"Aerodynamics and Acoustics in Jet Flows","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Université de Sherbrooke","keywords":"Jet (fluid); Jet noise; Noise (video); Acoustics; Physics; Computer simulation; Mechanics; Aerospace engineering; Computer science; Engineering","authors":[{"name":"Phoi-Tack Lew","is_ca":true},{"name":"Alireza Najafi­-Yazdi","is_ca":true},{"name":"Luc Mongeau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01202519528845615,"gpt":0.2586892571629083,"spread":0.2466640618744521,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002407062,0.0004367272,0.0005995238,0.0004771131,0.0008920752,0.001064525,0.0006964494,0.001227316,0.002749627],"category_scores_gemma":[0.00118495,0.0004235957,0.0005377613,0.0003901292,0.0008842908,0.000536929,0.0005694222,0.0007045648,0.0001957596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006655875,"about_ca_system_score_gemma":0.0009638563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01744009,"about_ca_topic_score_gemma":0.009399008,"domain_scores_codex":[0.9998266,0.00002734969,0.000009870153,0.00001872008,0.00006761828,0.000049879],"domain_scores_gemma":[0.9993699,0.0003281576,0.00007077406,0.00004146654,0.00009611908,0.00009355025],"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":[0.0001675715,0.0001206364,0.001598343,0.00002713558,0.00002164797,0.0002697248,0.00008498129,0.9888136,0.005271929,0.001311886,0.0002388265,0.002073743],"study_design_scores_gemma":[0.00001102445,0.0000414655,0.0004249831,0.000001943463,0.000003481346,0.000009748158,0.00002378172,0.9985619,0.0007485554,0.00007166264,0.00009552025,0.000005960611],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9700441,0.0001866429,0.01394714,0.0003111052,0.0001637378,0.00004248005,0.0001746797,0.0002506508,0.01487938],"genre_scores_gemma":[0.9933512,0.0000565086,0.003443837,0.000036236,0.0000134212,0.00002087039,0.00007565597,0.00002762891,0.002974742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01744009,"threshold_uncertainty_score":0.03467715,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1973003846","doi":"10.2514/6.2010-1373","title":"k-E Simulations of the Neutral ABL: Achieving Horizontal Homogeneity on Practical Grids","year":2010,"lang":"en","type":"article","venue":"48th AIAA Aerospace Sciences Meeting Including the New Horizons Forum and Aerospace Exposition","topic":"Wind and Air Flow Studies","field":"Environmental Science","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":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Homogeneity (statistics); Computer science","authors":[{"name":"Jonathon Sumner","is_ca":true},{"name":"Christian Masson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01845785838372527,"gpt":0.2777132208025743,"spread":0.259255362418849,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002744573,0.0003667983,0.0005364307,0.0002171679,0.000401298,0.0006050447,0.0005846716,0.0007720318,0.001713756],"category_scores_gemma":[0.001538937,0.0001739668,0.0002697614,0.0003477736,0.0007902062,0.0006621141,0.0008636502,0.0005624959,0.000183005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000337602,"about_ca_system_score_gemma":0.0004420701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0090647,"about_ca_topic_score_gemma":0.004818292,"domain_scores_codex":[0.9998568,0.00003670075,0.0000109443,0.00001748319,0.00003254745,0.00004546487],"domain_scores_gemma":[0.9996129,0.0001760858,0.00004927984,0.0000614779,0.00005144191,0.00004880586],"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":[0.0001198562,0.00007754153,0.003329427,0.0000499496,0.00001510186,0.0001238925,0.0001046897,0.9799067,0.006851052,0.004729185,0.0004999482,0.004192659],"study_design_scores_gemma":[0.00003254522,0.0000310556,0.0007020803,0.000003858464,0.000002200968,0.00001129994,0.00004114434,0.9970156,0.001251092,0.0006869906,0.0002155645,0.000006514353],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9538893,0.00009455276,0.03472998,0.0002213121,0.00003878229,0.00005473014,0.0005032864,0.0004717234,0.009996452],"genre_scores_gemma":[0.9906402,0.00004203483,0.00843031,0.00002344934,0.000005795999,0.00002941473,0.0001499445,0.00003888499,0.0006401071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0090647,"threshold_uncertainty_score":0.01802391,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2084472433","doi":"10.2514/6.2010-904","title":"Organized Streamwise Vorticity on Convex Surfaces With Particular Reference to Turbine Blades","year":2010,"lang":"en","type":"article","venue":"48th AIAA Aerospace Sciences Meeting Including the New Horizons Forum and Aerospace Exposition","topic":"Fluid Dynamics and Turbulent Flows","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":"National Research Council Canada","funders":"","keywords":"Astronautics; Aerospace; Exposition (narrative); Aerospace engineering; Vorticity; Aeronautics; Permission; Engineering; Physics; Meteorology; Vortex; Political science; Art","authors":[{"name":"Jonathan Gostelow","is_ca":true},{"name":"Ali Mahallati","is_ca":true},{"name":"W. E. Carscallen","is_ca":true},{"name":"Aldo Rona","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01227346250582534,"gpt":0.2313053197765564,"spread":0.2190318572707311,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009418154,0.0001485379,0.0002150011,0.0004510293,0.0004399777,0.00047195,0.0001289019,0.0001515959,0.00128201],"category_scores_gemma":[0.0003102894,0.0001482023,0.00008677294,0.0001979366,0.0006441628,0.0002195674,0.0002339459,0.0002371586,0.0001187184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001755587,"about_ca_system_score_gemma":0.0001542545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008725176,"about_ca_topic_score_gemma":0.0009841898,"domain_scores_codex":[0.9999211,0.000008060596,0.000003042221,0.00001737867,0.00002401919,0.00002625453],"domain_scores_gemma":[0.9998227,0.00004662483,0.00002574534,0.00003294431,0.00004203888,0.00002993669],"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":[0.000193776,0.00008873626,0.007718044,0.00004402266,0.000006468917,0.0006146525,0.0005230671,0.01688579,0.9613566,0.002091686,0.000207956,0.01026927],"study_design_scores_gemma":[0.00005423317,0.001276678,0.1589914,0.00004135833,0.00001620542,0.000662345,0.001494637,0.2535543,0.5795765,0.002375258,0.001894935,0.0000622661],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970642,0.00003018487,0.001660853,0.000009114402,0.00000359671,0.000008671002,0.00002987793,0.000017156,0.001176348],"genre_scores_gemma":[0.9980287,0.00003388113,0.001327284,0.000004146943,0.000002142702,0.000005507052,0.00005433478,0.000006188498,0.0005377502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00128201,"threshold_uncertainty_score":0.004288733,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2313667211","doi":"10.2514/6.2010-1445","title":"Implicit Runge-Kutta Time Integrators for Fluid-Structure Interactions","year":2010,"lang":"en","type":"article","venue":"48th AIAA Aerospace Sciences Meeting Including the New Horizons Forum and Aerospace Exposition","topic":"Numerical methods for differential equations","field":"Mathematics","cited_by":7,"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; Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Runge–Kutta methods; Integrator; Computer science; Control theory (sociology); Mathematics; Differential equation; Mathematical analysis; Artificial intelligence; Telecommunications","authors":[{"name":"Jean‐François Cori","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":0.0360548303736717,"gpt":0.3513339761667883,"spread":0.3152791457931166,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007514771,0.0004134365,0.000504846,0.0002431816,0.0004541589,0.0006596938,0.0008614003,0.00069055,0.002198255],"category_scores_gemma":[0.002370882,0.0002861139,0.0004619241,0.0002786283,0.0006706109,0.0008275956,0.0007523019,0.001173597,0.000674971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004716862,"about_ca_system_score_gemma":0.0008359202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002476339,"about_ca_topic_score_gemma":0.002311691,"domain_scores_codex":[0.9996222,0.0001176065,0.00002315976,0.00002927568,0.0001802294,0.00002753017],"domain_scores_gemma":[0.9993411,0.0002846797,0.00008461066,0.0001079736,0.0001494619,0.00003211857],"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":[0.0001949381,0.0001140493,0.001294364,0.0002086408,0.00005946574,0.0001971874,0.0004364407,0.7795044,0.03340792,0.09868024,0.0009858914,0.08491655],"study_design_scores_gemma":[0.0000108027,0.00002050927,0.00005651913,0.000004855793,0.000003241421,0.00001651197,0.000006243911,0.9949394,0.001699741,0.001845625,0.001391116,0.000005444582],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0232818,0.0002505832,0.9735955,0.00005687527,0.00005286495,0.00002998569,0.00002026293,0.0003182939,0.002393711],"genre_scores_gemma":[0.4468166,0.0004245663,0.5443534,0.00004931696,0.00003632412,0.0001647378,0.0000920886,0.0002676068,0.007795312],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002476339,"threshold_uncertainty_score":0.007353902,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2332386412","doi":"10.2514/6.2010-1267","title":"An Adaptive Nonlinear Frequency Domain Method for Viscous Periodic Steady State Flows","year":2010,"lang":"en","type":"article","venue":"48th AIAA Aerospace Sciences Meeting Including the New Horizons Forum and Aerospace Exposition","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Steady state (chemistry); Nonlinear system; Frequency domain; Domain (mathematical analysis); Mechanics; Control theory (sociology); Computer science; Physics; Mathematical analysis; Mathematics","authors":[{"name":"Ali Mosahebi","is_ca":true},{"name":"Sivakumaran Nadarajah","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01223309465890293,"gpt":0.2753510605272326,"spread":0.2631179658683297,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002400782,0.0003100649,0.0003326154,0.0002042436,0.0002423012,0.0004098813,0.000695827,0.0005758415,0.002583768],"category_scores_gemma":[0.0006802771,0.0001929131,0.0002368278,0.0001636189,0.0003616349,0.0004671708,0.0006259782,0.0005381735,0.0003901134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001966452,"about_ca_system_score_gemma":0.0004018942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00265843,"about_ca_topic_score_gemma":0.002809535,"domain_scores_codex":[0.9999248,0.00002029046,0.000004116215,0.00001157781,0.00003220059,0.000006935711],"domain_scores_gemma":[0.9998167,0.00007503549,0.00001506693,0.00001514336,0.00006472974,0.00001344641],"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":[0.0002767827,0.0001355314,0.0006861939,0.0001571105,0.0000443662,0.00008761502,0.0001099166,0.6729777,0.03284705,0.01859793,0.002076158,0.2720036],"study_design_scores_gemma":[0.000004734176,0.00001336622,0.00004196346,0.00000158437,0.000001345288,0.000004555362,0.000002343272,0.998769,0.0003785888,0.0003857882,0.0003943319,0.000002385955],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02059688,0.0001010554,0.9761935,0.0000788499,0.0001136048,0.00002928437,0.0000172409,0.0001612038,0.002708264],"genre_scores_gemma":[0.5554641,0.0003151628,0.4283613,0.0001290082,0.0001692951,0.0001960693,0.0001117654,0.0001322728,0.01512097],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.00265843,"threshold_uncertainty_score":0.008643568,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2036936498","doi":"10.2514/6.2010-461","title":"Using the Actuator Surface Method to Model the Three-Bladed Mexico Wind Turbine","year":2010,"lang":"en","type":"article","venue":"48th AIAA Aerospace Sciences Meeting Including the New Horizons Forum and Aerospace Exposition","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure","funders":"Fonds Québécois de la Recherche sur la Nature et les Technologies; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Actuator; Turbine; Marine engineering; Wind power; Environmental science; Aerospace engineering; Computer science; Engineering; Electrical engineering","authors":[{"name":"Simon‐Philippe Breton","is_ca":true},{"name":"Christophe Sibuet Watters","is_ca":true},{"name":"Christian Masson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02884730264368885,"gpt":0.294771474164552,"spread":0.2659241715208631,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001456491,0.0003444195,0.0003863101,0.0002101118,0.0003812381,0.0005390659,0.0004583516,0.001103881,0.001656743],"category_scores_gemma":[0.000363346,0.000196347,0.0003489258,0.0002259239,0.0003093746,0.0004625465,0.0002754663,0.000547382,0.0003135489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001966038,"about_ca_system_score_gemma":0.0005805079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01119502,"about_ca_topic_score_gemma":0.00775938,"domain_scores_codex":[0.9999529,0.00001723566,0.000002197509,0.000007667426,0.0000143258,0.000005711297],"domain_scores_gemma":[0.9999149,0.000035709,0.00001412317,0.000007286695,0.00002050963,0.00000752818],"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":[0.00002024748,0.00001202051,0.000541272,0.00001836857,0.00001022911,0.0000838549,0.00003004915,0.9885114,0.002821254,0.003878811,0.0002271178,0.003845286],"study_design_scores_gemma":[0.000002293179,0.000005220512,0.0001008899,7.876091e-7,8.953237e-7,0.000004381133,0.000005285098,0.9993272,0.0001129227,0.0002305344,0.0002078373,0.000001728415],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2626926,0.0004760275,0.7188259,0.0004259679,0.0001750551,0.00005827905,0.0002729257,0.0005171845,0.01655614],"genre_scores_gemma":[0.9692354,0.0001996007,0.02558927,0.00002671446,0.00002693975,0.00006665834,0.000124391,0.00005060693,0.004680463],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01119502,"threshold_uncertainty_score":0.02225971,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2159549489","doi":"10.2514/6.2010-945","title":"Adaptive Sliding Mode Fault Tolerant Control of Civil Aircraft with Separated Uncertainties","year":2010,"lang":"en","type":"article","venue":"48th AIAA Aerospace Sciences Meeting Including the New Horizons Forum and Aerospace Exposition","topic":"Adaptive Control of Nonlinear Systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Fault tolerance; Control theory (sociology); Mode (computer interface); Control (management); Sliding mode control; Computer science; Control engineering; Engineering; Physics; Artificial intelligence; Distributed computing","authors":[{"name":"Tao Wang","is_ca":true},{"name":"Wenfang Xie","is_ca":true},{"name":"Youmin Zhang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0125640113059837,"gpt":0.2418359347230173,"spread":0.2292719234170336,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001886044,0.0003222785,0.0002351307,0.0001638342,0.0002285661,0.0003216125,0.0004004763,0.0003548786,0.0006417634],"category_scores_gemma":[0.0004939107,0.000133828,0.0001847995,0.000155554,0.000354994,0.0002726088,0.0003808964,0.0003871437,0.00009618502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002352159,"about_ca_system_score_gemma":0.0002382065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002890326,"about_ca_topic_score_gemma":0.001763353,"domain_scores_codex":[0.9998869,0.0000205865,0.000006818826,0.00002560651,0.00004075516,0.00001937744],"domain_scores_gemma":[0.9998158,0.00007296204,0.00004243413,0.00001792499,0.00004014729,0.00001075183],"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":[0.0001795025,0.00003838712,0.00053211,0.00007666628,0.000030801,0.0001881672,0.000175511,0.8704862,0.03456492,0.007489688,0.0006326929,0.08560547],"study_design_scores_gemma":[0.00000905622,0.00005132426,0.000184655,0.000002280044,0.000002925513,0.0000106436,0.000006672832,0.9968008,0.001720097,0.000809364,0.000399598,0.000002536497],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1631552,0.0005131735,0.8320147,0.0001793681,0.0001137401,0.00002621028,0.00002479339,0.0004632762,0.003509476],"genre_scores_gemma":[0.9896894,0.0000868932,0.009157398,0.0000188148,0.00001631288,0.00001988289,0.00001792255,0.000005661373,0.0009879003],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002890326,"threshold_uncertainty_score":0.00574702,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2329838453","doi":"10.2514/6.2010-1477","title":"Simulation of Microgravity Diffusion Flames Using Sub-Atmospheric Pressures","year":2010,"lang":"en","type":"article","venue":"48th AIAA Aerospace Sciences Meeting Including the New Horizons Forum and Aerospace Exposition","topic":"Combustion and flame dynamics","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 Toronto","funders":"","keywords":"Diffusion; Atmospheric pressure; Atmospheric model; Environmental science; Aerospace engineering; Materials science; Astrobiology; Atmospheric sciences; Mechanics; Meteorology; Physics; Thermodynamics; Engineering","authors":[{"name":"Natalie Panek","is_ca":true},{"name":"Ömer L. Gülder","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01247211168734062,"gpt":0.2542427722331584,"spread":0.2417706605458178,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000209003,0.0006749794,0.0005527307,0.0004425286,0.000926316,0.0009112514,0.0006918517,0.0009116777,0.002489574],"category_scores_gemma":[0.0007489649,0.0004215928,0.00057049,0.000372469,0.0007464589,0.0005547104,0.0007648311,0.0006395811,0.000148083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001042849,"about_ca_system_score_gemma":0.001000076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03444143,"about_ca_topic_score_gemma":0.01776889,"domain_scores_codex":[0.9999149,0.00001510555,0.000003562918,0.00001653713,0.00001699402,0.00003288607],"domain_scores_gemma":[0.9996086,0.0001837902,0.0000459327,0.00002940629,0.00004932711,0.00008301377],"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":[0.0002419829,0.00008182792,0.002979401,0.00002907604,0.00002637364,0.0001155035,0.00008095871,0.9903089,0.00323388,0.00096184,0.0002329625,0.001707204],"study_design_scores_gemma":[0.00005340543,0.00006162212,0.001387035,0.000002895174,0.000007721154,0.00001325414,0.00004437789,0.9967122,0.001282307,0.0001973637,0.0002278063,0.00001001995],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897189,0.0001051021,0.002746558,0.0001598211,0.00004076563,0.00001906731,0.0002388428,0.0001476153,0.006823327],"genre_scores_gemma":[0.9968124,0.00005344667,0.00189963,0.00002228229,0.000007214723,0.00001012957,0.0001020636,0.00002742256,0.001065398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03444143,"threshold_uncertainty_score":0.06848186,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1985684554","doi":"10.2514/6.2010-85","title":"A Primer for University-Level Solid Rocket Motor Research and Development","year":2010,"lang":"en","type":"article","venue":"48th AIAA Aerospace Sciences Meeting Including the New Horizons Forum and Aerospace Exposition","topic":"Rocket and propulsion systems research","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"McMaster University","keywords":"Primer (cosmetics); Solid-fuel rocket; Aeronautics; Computer science; Aerospace engineering; Engineering; Physics; Propellant","authors":[{"name":"Jacob D. Dennis","is_ca":false},{"name":"James Villarreal","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08756515238135343,"gpt":0.3329067946437156,"spread":0.2453416422623622,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006439631,0.0009102151,0.0006150453,0.001761658,0.001495499,0.004129238,0.00213115,0.003620256,0.02906125],"category_scores_gemma":[0.007747519,0.000982584,0.0005826697,0.001481639,0.001260828,0.007332178,0.003901281,0.006634221,0.03674492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001950092,"about_ca_system_score_gemma":0.004941566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005580782,"about_ca_topic_score_gemma":0.001074185,"domain_scores_codex":[0.9961132,0.0008142503,0.0004536636,0.0004038575,0.001950278,0.0002647498],"domain_scores_gemma":[0.9934342,0.001333928,0.0004171113,0.0009627861,0.002679069,0.001172957],"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":[0.00008609076,0.0004719855,0.0005048286,0.000658201,0.000007142592,0.0004298545,0.0008193494,0.0007989581,0.01083786,0.1571213,0.2636565,0.5646079],"study_design_scores_gemma":[0.000003671917,0.0000659772,0.00007932645,0.0001650791,0.000001582257,0.0001353456,0.00006646576,0.0001918418,0.001951014,0.004585925,0.9927447,0.000009129464],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.004489182,0.05267802,0.4401114,0.1004934,0.02062025,0.001711951,0.001395474,0.01059218,0.3679081],"genre_scores_gemma":[0.02552357,0.05310824,0.4786178,0.01598713,0.002953125,0.002168092,0.002053388,0.002090826,0.4174978],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02906125,"threshold_uncertainty_score":0.09721959,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2332605557","doi":"10.2514/6.2010-518","title":"Gust Load-Line Analysis Research of Wake Vortex Encounter Flight Data","year":2010,"lang":"en","type":"article","venue":"48th AIAA Aerospace Sciences Meeting Including the New Horizons Forum and Aerospace Exposition","topic":"Aerospace and Aviation Technology","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada","funders":"","keywords":"Wake; Wake turbulence; Vortex; Line (geometry); Aerospace engineering; Meteorology; Aeronautics; Computer science; Physics; Engineering; Mathematics","authors":[{"name":"Anthony Brown","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05512566312507158,"gpt":0.3375629646652633,"spread":0.2824373015401916,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003596063,0.0002854997,0.0001602902,0.001258609,0.0001687385,0.0003695954,0.000160012,0.0001932497,0.001639056],"category_scores_gemma":[0.001294376,0.0000810312,0.0001880178,0.0006552394,0.0001418141,0.0002491522,0.0001985396,0.0002333491,0.0004453027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002392471,"about_ca_system_score_gemma":0.0001154627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001992823,"about_ca_topic_score_gemma":0.002826659,"domain_scores_codex":[0.9996252,0.00004838958,0.00002743655,0.00006757071,0.0001973759,0.00003410427],"domain_scores_gemma":[0.9992048,0.000275058,0.0001226462,0.0001018145,0.0002624649,0.00003318717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002558646,0.0006923974,0.26795,0.0003903235,0.0001716214,0.001396013,0.001641176,0.1270439,0.2465472,0.001506877,0.003718451,0.3463834],"study_design_scores_gemma":[0.00004532649,0.001112819,0.6052557,0.0000358794,0.00003328355,0.0004726454,0.0006963995,0.3120972,0.07578998,0.0002733039,0.004127064,0.00006051569],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799098,0.00003027185,0.01557141,0.0000240057,0.000007379198,0.00004712188,0.000791395,0.0003684055,0.00325019],"genre_scores_gemma":[0.9927088,0.0000154188,0.004806789,0.000009290972,0.000002936634,0.00001851255,0.001388439,0.00003582149,0.001013943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001992823,"threshold_uncertainty_score":0.00548321,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2328843689","doi":"10.2514/6.2010-1433","title":"Higher Order Two Dimensional Aerodynamic Optimization Using Unstructured Grids and Adjoint Sensitivity Computations","year":2010,"lang":"en","type":"article","venue":"48th AIAA Aerospace Sciences Meeting Including the New Horizons Forum and Aerospace Exposition","topic":"Computational Fluid Dynamics and Aerodynamics","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":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Aerodynamics; Sensitivity (control systems); Computation; Unstructured grid; Computer science; Mathematical optimization; Computational science; Applied mathematics; Parallel computing; Computational fluid dynamics; Algorithm; Aerospace engineering; Mathematics; Electronic engineering; Engineering","authors":[{"name":"Mohammad Y. Azab","is_ca":true},{"name":"Carl Ollivier‐Gooch","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01064910397664724,"gpt":0.246781120989901,"spread":0.2361320170132538,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007240022,0.0006728637,0.000690151,0.0004530998,0.0004309587,0.0007745266,0.0005636552,0.0007217385,0.001929069],"category_scores_gemma":[0.002549311,0.000375169,0.0006074645,0.0003864548,0.0008590176,0.0006166156,0.0007343577,0.001041228,0.0002980849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006414427,"about_ca_system_score_gemma":0.0007803102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003823561,"about_ca_topic_score_gemma":0.00281157,"domain_scores_codex":[0.9996293,0.0001001804,0.00001448837,0.00002339847,0.0001966605,0.00003603933],"domain_scores_gemma":[0.9985459,0.0008834884,0.00007554863,0.0001982104,0.0002509178,0.00004597734],"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":[0.00005276004,0.00006465047,0.0007052667,0.00006004637,0.00001783092,0.00005108526,0.0000602446,0.956072,0.01019981,0.01694509,0.0006107179,0.01516049],"study_design_scores_gemma":[0.000005119413,0.000008515054,0.00008466465,0.000001931605,8.943461e-7,0.000006081565,0.000002072209,0.9965496,0.001743429,0.00130987,0.000284592,0.000003209157],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09693771,0.000183848,0.8893414,0.000194455,0.00008210469,0.00008669553,0.0001298385,0.000862969,0.01218087],"genre_scores_gemma":[0.6667753,0.00009972245,0.3279511,0.00008483762,0.00002838002,0.0001412457,0.000207797,0.0003455023,0.004366111],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003823561,"threshold_uncertainty_score":0.007602572,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2316204614","doi":"10.2514/6.2010-67","title":"Simulation of Insect-Sized Flapping-Wing Aerodynamics","year":2010,"lang":"en","type":"article","venue":"48th AIAA Aerospace Sciences Meeting Including the New Horizons Forum and Aerospace Exposition","topic":"Biomimetic flight and propulsion mechanisms","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada","funders":"Defence Research and Development Canada","keywords":"Aerodynamics; Flapping; Wing; Computer science; Aerospace engineering; Aeronautics; Engineering","authors":[{"name":"Weixing Yuan","is_ca":true},{"name":"M. Khalid","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01766042418923922,"gpt":0.2490940063528325,"spread":0.2314335821635933,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001142449,0.0001848693,0.0002979539,0.0001596834,0.0002745253,0.0003004642,0.0004160831,0.0004226471,0.001525347],"category_scores_gemma":[0.0003195583,0.0001092375,0.0002531609,0.0001496766,0.0002654086,0.0002598438,0.0002642683,0.000243577,0.0001554576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002976538,"about_ca_system_score_gemma":0.0004056185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004578191,"about_ca_topic_score_gemma":0.003009893,"domain_scores_codex":[0.9999514,0.000009999296,0.000001811591,0.000006380792,0.0000182621,0.00001225756],"domain_scores_gemma":[0.9998918,0.00005061495,0.00001231628,0.0000100272,0.00001820938,0.00001702527],"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":[0.00005241927,0.00002877063,0.001750069,0.00003240372,0.00001539675,0.0001201116,0.00006142155,0.9850048,0.006117975,0.002444487,0.0003035521,0.004068674],"study_design_scores_gemma":[0.000005658618,0.00001208696,0.0004498045,0.000001727479,0.000001316237,0.00001401542,0.000007875973,0.9983191,0.0004999205,0.0002511373,0.0004348584,0.000002385795],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8996776,0.000185923,0.08035146,0.0001095668,0.0000467774,0.00005484973,0.000389737,0.0003722181,0.01881192],"genre_scores_gemma":[0.9783176,0.00008545928,0.0190885,0.00001976854,0.000006208807,0.00003952729,0.0002048604,0.00003808887,0.002199983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004578191,"threshold_uncertainty_score":0.009103119,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2029024930","doi":"10.2514/6.2010-1421","title":"An Adjoint-Based Shape Optimization of Gas Turbine Blades","year":2010,"lang":"en","type":"article","venue":"48th AIAA Aerospace Sciences Meeting Including the New Horizons Forum and Aerospace Exposition","topic":"Turbomachinery Performance and Optimization","field":"Engineering","cited_by":2,"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":"Gas turbines; Shape optimization; Turbine blade; Computer science; Mechanical engineering; Aerospace engineering; Turbine; Engineering; Finite element method; Structural engineering","authors":[{"name":"Arash Mousavi","is_ca":true},{"name":"Sivakumaran Nadarajah","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009923530801695609,"gpt":0.2396476881948707,"spread":0.2297241573931751,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005764889,0.0003557302,0.000458951,0.000273581,0.0002204085,0.0005706341,0.0004175921,0.0008347442,0.0009343534],"category_scores_gemma":[0.0007759058,0.0003555212,0.0003922027,0.0001531832,0.0006436454,0.000396834,0.0005330766,0.0005068632,0.0001761091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003660779,"about_ca_system_score_gemma":0.0006776959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008352001,"about_ca_topic_score_gemma":0.0007833358,"domain_scores_codex":[0.9998553,0.00004973271,0.000003988157,0.00002010043,0.00005469508,0.00001617454],"domain_scores_gemma":[0.9998212,0.00006668614,0.00001883459,0.00001836046,0.00005818549,0.00001672788],"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":[0.00003495864,0.0000275386,0.0002378448,0.00002629878,0.000006112366,0.00003703979,0.00002459366,0.9700749,0.0122292,0.006386294,0.0002324451,0.01068285],"study_design_scores_gemma":[0.000005316472,0.0000166617,0.00003606334,0.000001561842,9.261791e-7,0.000006755331,0.000002555115,0.9980026,0.0009004939,0.0008352901,0.0001900213,0.000001816445],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06577275,0.0001183177,0.9297444,0.0001394856,0.0000466662,0.00003497871,0.00002778798,0.000193702,0.003921849],"genre_scores_gemma":[0.813454,0.00008761811,0.1827829,0.00009181712,0.00002761734,0.00008682589,0.00006044765,0.0001063067,0.003302401],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0009343534,"threshold_uncertainty_score":0.003125727,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2323280715","doi":"10.2514/6.2010-519","title":"Analytical Approach to Wake Vortex and Jet Wake Flow Interaction in Cruising Flight","year":2010,"lang":"en","type":"article","venue":"48th AIAA Aerospace Sciences Meeting Including the New Horizons Forum and Aerospace Exposition","topic":"Computational Fluid Dynamics and Aerodynamics","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada","funders":"","keywords":"Wake; Wake turbulence; Vortex; Aerospace engineering; Jet (fluid); Kármán vortex street; Mechanics; Flow (mathematics); Physics; Meteorology; Aeronautics; Turbulence; Engineering; Reynolds number","authors":[{"name":"Anthony Brown","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01308162510013442,"gpt":0.2542299096725558,"spread":0.2411482845724214,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002760613,0.0006970559,0.0003909097,0.001208196,0.0004743559,0.0008952112,0.0007948739,0.0006342161,0.00259023],"category_scores_gemma":[0.0008586699,0.0002838815,0.0007736695,0.0004857653,0.0006677245,0.00065196,0.0006679046,0.0005912162,0.0005838767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007333391,"about_ca_system_score_gemma":0.0006607144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00661013,"about_ca_topic_score_gemma":0.003941563,"domain_scores_codex":[0.9998658,0.00003227167,0.000005056903,0.00001389738,0.00005176397,0.00003124789],"domain_scores_gemma":[0.9998665,0.00005312899,0.0000198428,0.00000655768,0.00004464571,0.000009368429],"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":[0.00006050689,0.0001651083,0.00303472,0.0002808321,0.00004735581,0.001090524,0.0007152142,0.8194817,0.02928451,0.1017913,0.001852646,0.04219555],"study_design_scores_gemma":[0.000003997016,0.00002335443,0.0007424419,0.00001792897,0.00000427431,0.00006265601,0.00007108419,0.9917361,0.0006301405,0.004905265,0.001791382,0.00001131321],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1248065,0.003279676,0.8000325,0.0003594795,0.0001600717,0.0002902956,0.000204997,0.0005596416,0.0703068],"genre_scores_gemma":[0.9038031,0.002683223,0.05720023,0.0001321051,0.0003483024,0.0002774325,0.0001388967,0.0002050957,0.0352116],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00661013,"threshold_uncertainty_score":0.0131433,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2101658077","doi":"10.2514/6.2010-514","title":"Unsteady Confined Viscous Flows with Oscillating Walls and Variable Inflow Velocity","year":2010,"lang":"en","type":"article","venue":"48th AIAA Aerospace Sciences Meeting Including the New Horizons Forum and Aerospace Exposition","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":2,"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; Consejo Nacional de Ciencia y Tecnología","keywords":"Inflow; Mechanics; Variable (mathematics); Physics; Classical mechanics; Geology; Mathematics; Mathematical analysis","authors":[{"name":"Dan Mateescu","is_ca":true},{"name":"M. Muñoz","is_ca":true},{"name":"Olivier Scholz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007689739078476045,"gpt":0.2129126261468454,"spread":0.2052228870683694,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001167827,0.0003060143,0.0002195593,0.0002525912,0.0001731993,0.0003425917,0.0002096641,0.0002372321,0.0002388706],"category_scores_gemma":[0.000415395,0.0001209997,0.0002279685,0.000233189,0.0004692638,0.0002379066,0.0003591933,0.0002071571,0.00003699259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001778284,"about_ca_system_score_gemma":0.000271005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001685953,"about_ca_topic_score_gemma":0.001603322,"domain_scores_codex":[0.999923,0.000013609,0.000005407444,0.00001647689,0.00002681582,0.00001477324],"domain_scores_gemma":[0.9998802,0.00005421446,0.00003292007,0.00001168048,0.00001283865,0.000008140009],"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":[0.0001942854,0.000131794,0.006498883,0.0001433953,0.00003411846,0.0009368018,0.0002424278,0.7208017,0.2334163,0.0102771,0.000252875,0.02707027],"study_design_scores_gemma":[0.00001436712,0.00008273021,0.004248129,0.000007223578,0.000008179628,0.0001153615,0.00006276879,0.9708184,0.02274402,0.001322038,0.0005605983,0.0000161358],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9552972,0.0002005436,0.04251574,0.00002601628,0.00001466071,0.00001310157,0.00003466852,0.00006922541,0.00182876],"genre_scores_gemma":[0.9904445,0.0001064727,0.008478047,0.000007899391,0.000007157655,0.00001381789,0.00004531852,0.000008247812,0.0008884282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001685953,"threshold_uncertainty_score":0.003352344,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2327353541","doi":"10.2514/6.2010-717","title":"Fluidic Injection Flow Control for High Pressure Turbine Area Modulation - A Computational Fluid Dynamics Investigation","year":2010,"lang":"en","type":"article","venue":"48th AIAA Aerospace Sciences Meeting Including the New Horizons Forum and Aerospace Exposition","topic":"Computational Fluid Dynamics and Aerodynamics","field":"Engineering","cited_by":2,"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":"Air Force Research Laboratory; Defense Advanced Research Projects Agency","keywords":"Fluidics; Fluid dynamics; Computational fluid dynamics; Pressure control; Turbine; Flow control (data); Flow (mathematics); Modulation (music); Computer science; Materials science; Mechanics; Mechanical engineering; Aerospace engineering; Engineering; Physics; Acoustics; Telecommunications","authors":[{"name":"Dan Baruzzini","is_ca":true},{"name":"Neal D. Domel","is_ca":true},{"name":"Daniel Miller","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008682671855071983,"gpt":0.2191017899680941,"spread":0.2104191181130221,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002001995,0.0001651209,0.0002149462,0.0001754559,0.0001488216,0.0004041003,0.0002313419,0.0002345342,0.0004345046],"category_scores_gemma":[0.0005820384,0.00009727593,0.0001632385,0.000121919,0.00028987,0.0001957729,0.0001543852,0.0002221989,0.0000427066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002708817,"about_ca_system_score_gemma":0.0003199507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001188733,"about_ca_topic_score_gemma":0.0007653579,"domain_scores_codex":[0.9999299,0.00001518525,0.000002812731,0.000008310664,0.00003220305,0.00001156009],"domain_scores_gemma":[0.9997941,0.0001156607,0.00003374583,0.00001262686,0.00003477243,0.000009096922],"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":[0.0001646636,0.0002007557,0.002259983,0.0001256991,0.00001287485,0.0001484944,0.00008666991,0.8210269,0.1297532,0.007005586,0.0002532865,0.03896197],"study_design_scores_gemma":[0.000007667918,0.00006920509,0.0003610532,0.000002042787,0.000001997616,0.00001238556,0.000006419084,0.9882817,0.01077902,0.000147377,0.0003281751,0.000002984294],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.86037,0.000378229,0.1313836,0.0001523429,0.00003628417,0.00007636315,0.00003144065,0.0001728217,0.007398724],"genre_scores_gemma":[0.9898839,0.00008215931,0.009625432,0.00000914863,0.00000409316,0.00001302371,0.000008068319,0.000006382864,0.0003677336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001188733,"threshold_uncertainty_score":0.002363682,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2326541033","doi":"10.2514/6.2010-828","title":"Development of an Empirical Obstacle Wake Model for Small Wind Turbine Micrositing","year":2010,"lang":"en","type":"article","venue":"48th AIAA Aerospace Sciences Meeting Including the New Horizons Forum and Aerospace Exposition","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"Ontario Centres of Excellence; University of Guelph","keywords":"Wake; Obstacle; Turbine; Wind power; Marine engineering; Computer science; Aerospace engineering; Environmental science; Meteorology; Engineering; Physics; Electrical engineering; Geography","authors":[{"name":"Andrew William Brunskill","is_ca":true},{"name":"William David Lubitz","is_ca":true},{"name":"William I. F. David","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03428090382244564,"gpt":0.2870601494979141,"spread":0.2527792456754684,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001780165,0.0003076753,0.0002783025,0.0001683934,0.0001910229,0.0003111858,0.0006237297,0.0004975643,0.0006118151],"category_scores_gemma":[0.0003585901,0.0002440736,0.0003138414,0.0001000159,0.0002414512,0.0004695893,0.0003189195,0.0005192227,0.0001644802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003748453,"about_ca_system_score_gemma":0.0005825859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00734234,"about_ca_topic_score_gemma":0.00697463,"domain_scores_codex":[0.9999512,0.00000716546,0.000003255218,0.0000138003,0.00001570834,0.000008862552],"domain_scores_gemma":[0.9998955,0.00003923106,0.00001676602,0.000008083467,0.0000327982,0.000007664982],"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":[0.00001084884,0.00001700969,0.0005887712,0.000008254367,0.000003949867,0.00002647659,0.00001132494,0.9941948,0.00166894,0.0002948613,0.00006451505,0.003110293],"study_design_scores_gemma":[7.930712e-7,0.000004294513,0.00009807263,6.003305e-7,6.166774e-7,0.000001837391,0.000001500367,0.9996158,0.0001775573,0.0000384014,0.00005943104,0.000001022294],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.4135341,0.0001995392,0.5799535,0.0001926378,0.00005912848,0.00010691,0.0001834578,0.0005532585,0.005217568],"genre_scores_gemma":[0.9724153,0.0001013283,0.02423421,0.00002400178,0.00001035166,0.0001031155,0.0001527899,0.00004001706,0.00291891],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.00734234,"threshold_uncertainty_score":0.0145992,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2323201906","doi":"10.2514/6.2010-1188","title":"Analysis of an Embedded Blade Root Carrot Subject to Cold Weather Using a Finite Element Model","year":2010,"lang":"en","type":"article","venue":"48th AIAA Aerospace Sciences Meeting Including the New Horizons Forum and Aerospace Exposition","topic":"Composite Structure Analysis and Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Victoria","funders":"","keywords":"Blade (archaeology); Finite element method; Root (linguistics); Subject (documents); Computer science; Cold weather; Structural engineering; Engineering; Meteorology; Physics; World Wide Web","authors":[{"name":"Patricio Lillo","is_ca":true},{"name":"Curran Crawford","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01356591678781664,"gpt":0.2655980557581314,"spread":0.2520321389703147,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004424369,0.0007217577,0.0008765027,0.0005229937,0.0006184281,0.001083225,0.001108566,0.002410308,0.002452861],"category_scores_gemma":[0.0009662824,0.0006233842,0.0008539956,0.0003695393,0.00120962,0.000485847,0.0006597888,0.0007473105,0.0004879494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007862273,"about_ca_system_score_gemma":0.001246697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02213611,"about_ca_topic_score_gemma":0.0132092,"domain_scores_codex":[0.9997739,0.00004738685,0.000009583472,0.00003872015,0.00008737838,0.00004309637],"domain_scores_gemma":[0.9996569,0.0001506407,0.00006077002,0.00002967131,0.00007094687,0.00003103826],"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":[0.00002702068,0.00001277857,0.000385978,0.00002350118,0.000007483471,0.0001258624,0.00004393647,0.9915167,0.005461468,0.001107245,0.0001361312,0.001151891],"study_design_scores_gemma":[0.00000370189,0.00001474909,0.0002279981,0.000003994956,0.000002788288,0.00001506366,0.00001921654,0.9988136,0.0005013116,0.0001619318,0.0002307257,0.000004879827],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5131708,0.0007061358,0.4501166,0.0005899243,0.0001683408,0.0002387532,0.0005886497,0.0006753547,0.03374538],"genre_scores_gemma":[0.9616718,0.0002898927,0.02298552,0.00006808856,0.00002060441,0.0001137534,0.0002359051,0.000117275,0.01449721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02213611,"threshold_uncertainty_score":0.04401457,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2316314680","doi":"10.2514/6.2010-1128","title":"Numerically Simulated Comparative Performance of a Scramjet and Shcramjet at Mach 11","year":2010,"lang":"en","type":"article","venue":"48th AIAA Aerospace Sciences Meeting Including the New Horizons Forum and Aerospace Exposition","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":"Martec (Canada); University of Toronto","funders":"","keywords":"Scramjet; Mach number; Aerospace engineering; Computer science; Aeronautics; Engineering; Combustion; Combustor; Chemistry","authors":[{"name":"Jonathan Chan","is_ca":true},{"name":"J. P. Sislian","is_ca":true},{"name":"Derrick Alexander","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01178934124029028,"gpt":0.2456242285211269,"spread":0.2338348872808366,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003364188,0.0003170744,0.0005306013,0.0003844139,0.0003829505,0.0008045294,0.0004962897,0.0007546674,0.001984455],"category_scores_gemma":[0.001003309,0.0002419988,0.0004374706,0.0003216539,0.0004538379,0.0003004591,0.0002910102,0.0003564876,0.0003575771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000455002,"about_ca_system_score_gemma":0.0004925167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002602356,"about_ca_topic_score_gemma":0.002082395,"domain_scores_codex":[0.9998261,0.00001634208,0.000008224825,0.00001468554,0.00008002834,0.00005472453],"domain_scores_gemma":[0.9994926,0.0002264372,0.00006181729,0.00003625062,0.0001279619,0.00005482463],"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":[0.001271256,0.0002169003,0.01062895,0.0003320836,0.00008492916,0.0007903087,0.0002653243,0.863295,0.09459034,0.002357472,0.001084035,0.02508342],"study_design_scores_gemma":[0.0001066218,0.001046466,0.007995178,0.00002862627,0.00003910833,0.0001694625,0.0001577628,0.9467896,0.04160314,0.000436564,0.001577417,0.00005003238],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812052,0.0002064335,0.006421217,0.00007051533,0.00005680063,0.0000310627,0.0001821818,0.0001871706,0.0116395],"genre_scores_gemma":[0.9960551,0.00005782575,0.002410144,0.00001300689,0.000003671156,0.00001351463,0.000123377,0.00002067716,0.001302629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002602356,"threshold_uncertainty_score":0.006638646,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2320500002","doi":"10.2514/6.2010-1070","title":"Adaptive Remeshing for Unsteady RANS Computations","year":2010,"lang":"en","type":"article","venue":"48th AIAA Aerospace Sciences Meeting Including the New Horizons Forum and Aerospace Exposition","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Reynolds-averaged Navier–Stokes equations; Computation; Computer science; Computational science; Computational fluid dynamics; Aerospace engineering; Engineering; Algorithm","authors":[{"name":"Eric Gammacurta","is_ca":true},{"name":"Stéphane Étienne","is_ca":true},{"name":"Dominique Pelletier","is_ca":true},{"name":"André Garon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02499846245657377,"gpt":0.26235731984073,"spread":0.2373588573841562,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004239905,0.0004766074,0.0003905421,0.0003415014,0.0003570908,0.0004351676,0.001153158,0.0006399421,0.00569857],"category_scores_gemma":[0.003156298,0.0004010014,0.000350517,0.0003837777,0.000286235,0.0008058955,0.0008166502,0.0009456871,0.001630484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001868814,"about_ca_system_score_gemma":0.0004872021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003187123,"about_ca_topic_score_gemma":0.005620801,"domain_scores_codex":[0.9997298,0.00008658592,0.00002234978,0.00003086568,0.0001040574,0.00002629362],"domain_scores_gemma":[0.9992808,0.0002504641,0.00005509569,0.0002006797,0.0001917738,0.00002112982],"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":[0.0004422239,0.0001470099,0.001368247,0.0001945991,0.00007342488,0.0001712977,0.0002232999,0.4792918,0.06408294,0.01882369,0.009618411,0.4255631],"study_design_scores_gemma":[0.000009829099,0.00001279459,0.0001311883,0.000004437481,0.000002937441,0.00001528874,0.000007633674,0.9908757,0.005588552,0.001350476,0.001994312,0.000006750714],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01798898,0.0001275205,0.977935,0.0000942437,0.00008437016,0.00003538844,0.00009977394,0.001342807,0.002291978],"genre_scores_gemma":[0.1878393,0.0001025933,0.8066692,0.00007176483,0.00004802264,0.0001033239,0.0003355958,0.000579868,0.004250247],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00569857,"threshold_uncertainty_score":0.01906359,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2327891247","doi":"10.2514/6.2010-1190","title":"Small Wind Turbine Performance Evaluation Using Tower- and Nacelle-Mounted Anemometers","year":2010,"lang":"en","type":"article","venue":"48th AIAA Aerospace Sciences Meeting Including the New Horizons Forum and Aerospace Exposition","topic":"Wind Energy Research and Development","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":"University of Guelph","funders":"University of Guelph","keywords":"Nacelle; Anemometer; Tower; Turbine; Marine engineering; Environmental science; Wind power; Meteorology; Wind speed; Computer science; Aerospace engineering; Engineering; Electrical engineering; Physics; Structural engineering","authors":[{"name":"Brett Ziter","is_ca":true},{"name":"William David Lubitz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03301113601505585,"gpt":0.2714589806059891,"spread":0.2384478445909333,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001263743,0.0004817151,0.0004401007,0.0007747761,0.000275985,0.0003512324,0.0005088089,0.0004099756,0.001213792],"category_scores_gemma":[0.002276779,0.0001627409,0.0002874331,0.0005552798,0.000257244,0.0008720663,0.000339411,0.000276609,0.0003170487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002629338,"about_ca_system_score_gemma":0.0001657872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001067376,"about_ca_topic_score_gemma":0.00270495,"domain_scores_codex":[0.9991122,0.0002269249,0.00006000234,0.0001196148,0.0004463767,0.00003479388],"domain_scores_gemma":[0.9979312,0.0006851335,0.000249408,0.0001837912,0.0008554622,0.00009496369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002085288,0.0009326972,0.05259889,0.0007310153,0.00009992571,0.0004056296,0.00059887,0.04587564,0.7972193,0.0004031733,0.0008233237,0.09822629],"study_design_scores_gemma":[0.0001416767,0.01608147,0.2239631,0.00005982493,0.0001370444,0.0005200524,0.0006394546,0.1801807,0.5743343,0.0003654743,0.003413237,0.0001636572],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799111,0.0002489361,0.0180654,0.00002314508,0.00002915101,0.00009251871,0.0001846353,0.0001731774,0.001271912],"genre_scores_gemma":[0.9901789,0.0001150045,0.00888645,0.000007853479,0.000005454965,0.00002557648,0.0001846128,0.00002580948,0.0005703745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001263743,"threshold_uncertainty_score":0.00668335,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2322954976","doi":"10.2514/6.2010-989","title":"State-to-State Transition and Non-Equilibrium Chemical Reaction in Direct Simulation Monte Carlo Method","year":2010,"lang":"en","type":"article","venue":"48th AIAA Aerospace Sciences Meeting Including the New Horizons Forum and Aerospace Exposition","topic":"Gas Dynamics and Kinetic Theory","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Monte Carlo method; Statistical physics; State (computer science); Computer science; Monte Carlo molecular modeling; Markov chain Monte Carlo; Physics; Algorithm; Mathematics; Statistics","authors":[{"name":"Jae Gang Kim","is_ca":true},{"name":"Oh Joon Kwon","is_ca":true},{"name":"Chul Park","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0182773011903219,"gpt":0.3115818510354683,"spread":0.2933045498451464,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001970631,0.0005837765,0.001631704,0.000650024,0.00119295,0.001357514,0.002677484,0.001844688,0.004655713],"category_scores_gemma":[0.004582604,0.001038157,0.001133486,0.000687121,0.002028871,0.001431755,0.001788524,0.001529199,0.0004677472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001874762,"about_ca_system_score_gemma":0.00261749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01770434,"about_ca_topic_score_gemma":0.01289608,"domain_scores_codex":[0.9992679,0.0003609482,0.00002172901,0.00007465499,0.0001903339,0.00008453632],"domain_scores_gemma":[0.9972438,0.002063759,0.0001002764,0.0002382084,0.000238704,0.0001152802],"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":[0.00005806282,0.00004856185,0.0003449325,0.00004845213,0.00002659278,0.0000598321,0.00003746712,0.9356385,0.0004225737,0.05983948,0.0003383699,0.003137001],"study_design_scores_gemma":[0.000007387817,0.0000032819,0.00002386582,0.000001703195,0.000002655602,0.000003421976,0.000001630948,0.9968545,0.00007048372,0.002920537,0.0001083318,0.000002185337],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06725215,0.0004739973,0.9100116,0.0004095417,0.0001653762,0.0002201569,0.0001458274,0.0004128053,0.02090862],"genre_scores_gemma":[0.7887936,0.0003328313,0.1946209,0.0003351332,0.00009420719,0.0006950521,0.0002254112,0.000408746,0.01449413],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01770434,"threshold_uncertainty_score":0.03520256,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2317801388","doi":"10.2514/6.2010-775","title":"Structure of Laminar Methane-Oxygen Diffusion Flames at High Pressures","year":2010,"lang":"en","type":"article","venue":"48th AIAA Aerospace Sciences Meeting Including the New Horizons Forum and Aerospace Exposition","topic":"Advanced Combustion Engine Technologies","field":"Chemical 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":"University of Toronto","funders":"","keywords":"Laminar flow; Methane; Oxygen; Diffusion; Materials science; Thermodynamics; Mechanics; Chemical engineering; Chemistry; Physics; Engineering; Organic chemistry","authors":[{"name":"Joo Seok Hyun","is_ca":true},{"name":"Ömer L. Gülder","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009441797130452817,"gpt":0.2468307936454099,"spread":0.2373889965149571,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001095935,0.0002802682,0.0001737665,0.0006053348,0.0003077272,0.0002665366,0.000251507,0.0002298518,0.0007389787],"category_scores_gemma":[0.0001893854,0.0002685251,0.0001712363,0.0001925278,0.0003720605,0.0002446318,0.0002205054,0.0002530415,0.0001060418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004332619,"about_ca_system_score_gemma":0.0001747032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00132834,"about_ca_topic_score_gemma":0.0008334515,"domain_scores_codex":[0.9999316,0.000004284618,0.000002355137,0.00001825167,0.0000271911,0.00001632429],"domain_scores_gemma":[0.9998642,0.00003664841,0.00003905082,0.000005544836,0.00003017116,0.000024335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000279592,0.00001478562,0.002122121,0.00004318917,0.000003887689,0.00007677182,0.00008583198,0.0005429722,0.9950554,0.0002470478,0.00002585777,0.001502443],"study_design_scores_gemma":[0.0000715899,0.0003593471,0.07263132,0.0000133982,0.00001483756,0.0003499759,0.00009503804,0.007249563,0.9173157,0.000476541,0.001393364,0.00002931111],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977083,0.0002327319,0.001126755,0.00001416504,0.000002354557,0.00000599949,0.0001141887,0.0000481113,0.000747246],"genre_scores_gemma":[0.9978138,0.0001213316,0.001228289,0.00000636703,0.000002748892,0.000009310757,0.0002154877,0.00001512072,0.0005874614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00132834,"threshold_uncertainty_score":0.003143609,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2055588906","doi":"10.2514/6.2010-635","title":"Modeling of the Electric Field in a Hypersonic Rarefied Flow","year":2010,"lang":"en","type":"article","venue":"48th AIAA Aerospace Sciences Meeting Including the New Horizons Forum and Aerospace Exposition","topic":"Gas Dynamics and Kinetic Theory","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Research Council Canada; Zonta International Foundation; National Aeronautics and Space Administration","keywords":"Electric field; Hypersonic flow; Aerospace engineering; Mechanics; Hypersonic speed; Physics; Engineering","authors":[{"name":"Erin Farbar","is_ca":false},{"name":"Iain D. Boyd","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02128958076749637,"gpt":0.2775309937912808,"spread":0.2562414130237844,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001794463,0.0002657393,0.0002858677,0.0002820981,0.0003662047,0.0006505341,0.0005474255,0.0006209133,0.0007987428],"category_scores_gemma":[0.0005682032,0.0002041089,0.0003196494,0.0001772655,0.000580716,0.0004113347,0.0003418234,0.0002935762,0.000105161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007899401,"about_ca_system_score_gemma":0.0008936223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01261097,"about_ca_topic_score_gemma":0.004417686,"domain_scores_codex":[0.9999453,0.00001268132,0.000002095482,0.000008818455,0.00001679609,0.00001423655],"domain_scores_gemma":[0.9998688,0.00004992223,0.00002493616,0.00001008129,0.00002746237,0.00001890267],"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":[0.00002661378,0.00002418664,0.001069913,0.000008980761,0.000006829532,0.0001024143,0.00003304406,0.9892533,0.005219522,0.002762276,0.00005878193,0.001434104],"study_design_scores_gemma":[0.000007261643,0.000008752951,0.0002059957,0.00000132067,0.000001049211,0.00001118921,0.000006080253,0.998911,0.0005129505,0.0002286351,0.00010358,0.000002275939],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8670376,0.0001603002,0.1204465,0.0001552306,0.00004898593,0.00007087562,0.0001206989,0.0002120292,0.01174779],"genre_scores_gemma":[0.987609,0.00007664639,0.009658315,0.00002535823,0.00001048341,0.00002320049,0.00005192494,0.00001991235,0.002525112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01261097,"threshold_uncertainty_score":0.02507514,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2315405757","doi":"10.2514/6.2010-944","title":"Fault-Tolerant Flight Control System Design by a Dual-Loop Control Strategy","year":2010,"lang":"en","type":"article","venue":"48th AIAA Aerospace Sciences Meeting Including the New Horizons Forum and Aerospace Exposition","topic":"Adaptive Control of Nonlinear Systems","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":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Dual (grammatical number); Computer science; Fault tolerance; Control (management); Loop (graph theory); Control system; Dual loop; Control theory (sociology); Control engineering; Engineering; Distributed computing; Artificial intelligence; Mathematics","authors":[{"name":"Moein Mehrtash","is_ca":true},{"name":"Wenfang Xie","is_ca":true},{"name":"Youmin Zhang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01352509125982085,"gpt":0.2326454422111325,"spread":0.2191203509513117,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003113903,0.0005862559,0.000396555,0.0003385005,0.0004109639,0.0006298138,0.0008589075,0.0006141935,0.001585334],"category_scores_gemma":[0.000442064,0.0001691598,0.0003319011,0.0001700752,0.0004117234,0.0004970862,0.000641348,0.0005121715,0.0003055868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003666766,"about_ca_system_score_gemma":0.0004636412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00215349,"about_ca_topic_score_gemma":0.001236308,"domain_scores_codex":[0.9996935,0.00003724788,0.00001982715,0.00008687789,0.00012572,0.00003684153],"domain_scores_gemma":[0.9998474,0.00002357389,0.00003363713,0.00001530729,0.00006830464,0.0000117364],"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":[0.0002281427,0.0001578708,0.000853834,0.0002629162,0.00007346018,0.0003155377,0.0004012404,0.6211329,0.07772246,0.02937153,0.002513341,0.2669668],"study_design_scores_gemma":[0.00002167633,0.0001904778,0.0001433519,0.000007949448,0.000009982066,0.00005933735,0.000009781651,0.9927315,0.00328519,0.001355149,0.002176771,0.000008884163],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01474421,0.000197189,0.9800679,0.0001088152,0.00008312017,0.00006407049,0.00001488626,0.0003718515,0.004348062],"genre_scores_gemma":[0.8822378,0.0002006963,0.1123703,0.0001360455,0.00008130662,0.0002562823,0.00006497822,0.00002128694,0.004631279],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00215349,"threshold_uncertainty_score":0.005303502,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}