{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":8,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":8,"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":"1ed95c834128","filters":{"venue":"2018 AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference"}},"results":[{"id":"W2782139169","doi":"10.2514/6.2018-1910","title":"Morphing Wings: A Study Using Aerodynamic Shape Optimization","year":2018,"lang":"en","type":"article","venue":"2018 AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference","topic":"Aeroelasticity and Vibration Control","field":"Engineering","cited_by":7,"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":"Morphing; Aerodynamics; Computer science; Aerospace engineering; Aeronautics; Computer graphics (images); Engineering","authors":[{"name":"Nathanael J. Curiale","is_ca":true},{"name":"David W. Zingg","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01476568333203673,"gpt":0.2322497515922972,"spread":0.2174840682602605,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002376036,0.0003756042,0.0003963609,0.0004085026,0.0003093105,0.0004684303,0.0004076116,0.0006716122,0.00143669],"category_scores_gemma":[0.0009272683,0.0002564564,0.0005203067,0.0003738327,0.0003268222,0.0004642188,0.0002390203,0.0002975684,0.0001691032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001565274,"about_ca_system_score_gemma":0.0001691756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002329899,"about_ca_topic_score_gemma":0.001726685,"domain_scores_codex":[0.9999104,0.00002511779,0.00000483848,0.00001763392,0.0000276553,0.00001429087],"domain_scores_gemma":[0.9996639,0.0002040006,0.00003265632,0.00004735263,0.0000362267,0.0000157825],"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":[0.0003534161,0.0003602296,0.008817726,0.0002174567,0.0001116309,0.000290104,0.0001382925,0.8625425,0.03411356,0.004452422,0.0005503069,0.08805232],"study_design_scores_gemma":[0.00001220313,0.0001390797,0.002521801,0.000006763464,0.00001850498,0.00006024617,0.00004019841,0.9937768,0.002576818,0.0002395997,0.0006004212,0.000007586858],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9259213,0.000719086,0.06207919,0.00008666874,0.00004102915,0.00009180375,0.0001156134,0.0001328563,0.01081244],"genre_scores_gemma":[0.979247,0.0002820377,0.01832495,0.00001825336,0.0000122272,0.00001936581,0.0001217094,0.00006704371,0.001907329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002329899,"threshold_uncertainty_score":0.004806161,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2781983773","doi":"10.2514/6.2018-2235","title":"Application of Progressive Damage Failure Analysis to Large Aircraft Composite Structures","year":2018,"lang":"en","type":"article","venue":"2018 AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Composite number; Structural engineering; Progressive collapse; Computer science; Reliability engineering; Forensic engineering; Materials science; Engineering; Composite material; Reinforced concrete","authors":[{"name":"Mark W. Stewart","is_ca":true},{"name":"Stephen P. Engelstad","is_ca":true},{"name":"Brandon Eby","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006597052924462019,"gpt":0.2421033230099303,"spread":0.2355062700854683,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002829646,0.000583796,0.0003275287,0.001514525,0.0004422752,0.0003479397,0.0004629355,0.0004307983,0.001730767],"category_scores_gemma":[0.0009056997,0.0002313635,0.0004098823,0.0004824872,0.0002873254,0.0003685199,0.0003157941,0.0003264544,0.0002044952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003340524,"about_ca_system_score_gemma":0.0003729126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004614901,"about_ca_topic_score_gemma":0.006380408,"domain_scores_codex":[0.9998922,0.00001849048,0.000005305301,0.00002090181,0.00004547381,0.00001743867],"domain_scores_gemma":[0.9995958,0.0001713763,0.00004889718,0.00005404873,0.0001116716,0.00001830726],"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":[0.0002312081,0.0002537758,0.01543533,0.0001235707,0.00007721146,0.0004970035,0.0001878116,0.7202463,0.1151809,0.00377108,0.0005637236,0.1434322],"study_design_scores_gemma":[0.000004425405,0.00007374121,0.005337674,0.000003094514,0.000009640878,0.00007292618,0.00001914067,0.9886581,0.004954872,0.000661187,0.0001991706,0.000005926683],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7713414,0.0001887438,0.2211246,0.00005302827,0.00002276174,0.00008388775,0.0001648413,0.000536963,0.006483728],"genre_scores_gemma":[0.9829713,0.00006433707,0.01600691,0.000005803499,0.000006044862,0.00001288052,0.00005786508,0.00002244812,0.0008524061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004614901,"threshold_uncertainty_score":0.009176075,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2977585544","doi":"10.2514/6.2018-1154","title":"Multifunctional skin materials based on tailorable, carbon-nanotube-polyurethane composite sheets","year":2018,"lang":"en","type":"article","venue":"2018 AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference","topic":"Aeroelasticity and Vibration Control","field":"Engineering","cited_by":5,"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":"Polyurethane; Carbon nanotube; Materials science; Composite number; Composite material; Nanotechnology","authors":[{"name":"Michael B. Jakubinek","is_ca":true},{"name":"Behnam Ashrafi","is_ca":true},{"name":"Yadienka Martinez‐Rubi","is_ca":true},{"name":"Kurtis Laqua","is_ca":true},{"name":"Marc Palardy-Sim","is_ca":true},{"name":"Steven Roy","is_ca":true},{"name":"Meysam Rahmat","is_ca":true},{"name":"Amanul Sunesara","is_ca":true},{"name":"Stéphane Dénommée","is_ca":true},{"name":"Benoît Simard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008389774944095802,"gpt":0.2051453730790343,"spread":0.1967555981349385,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001446653,0.0002956291,0.0001312797,0.0002618041,0.0001480251,0.0002874262,0.000131442,0.0003540527,0.003086093],"category_scores_gemma":[0.0001864121,0.0001441354,0.0001632787,0.0001092361,0.0001203663,0.0004441627,0.0001418957,0.000226768,0.0006994464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007898853,"about_ca_system_score_gemma":0.00008087527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005001893,"about_ca_topic_score_gemma":0.0001906377,"domain_scores_codex":[0.9999179,0.00001084169,0.000004338198,0.00002268355,0.0000259243,0.00001848382],"domain_scores_gemma":[0.9998595,0.00002669445,0.00002891149,0.00001557923,0.00004140653,0.00002794448],"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":[0.00004521272,0.00001345158,0.00007828839,0.0000535338,0.000003358048,0.00007415024,0.00001075106,0.0001129954,0.9962071,0.0001055944,0.0001403788,0.003155159],"study_design_scores_gemma":[0.000006513446,0.000133061,0.001160239,0.000007157675,0.00001058685,0.0001422967,0.00001817389,0.000995527,0.995187,0.00003505037,0.002298884,0.000005582122],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790871,0.001556253,0.009319887,0.0001502617,0.0002578763,0.00006830293,0.0001469955,0.0003498005,0.009063619],"genre_scores_gemma":[0.9849699,0.0005998958,0.006441657,0.00008850388,0.00002973479,0.00002446495,0.00008112469,0.00003929602,0.007725492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003086093,"threshold_uncertainty_score":0.010324,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2781536165","doi":"10.2514/6.2018-1899","title":"ICME Approach to Compression Strength after Impact Modeling","year":2018,"lang":"en","type":"article","venue":"2018 AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference","topic":"Advanced machining processes and optimization","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Compression (physics); Computer science; Materials science; Composite material","authors":[{"name":"Jason Action","is_ca":true},{"name":"Mark Flores","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01002220822810164,"gpt":0.2431804100513374,"spread":0.2331582018232357,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005435912,0.0008923996,0.00104548,0.001390834,0.0008682093,0.001234737,0.003359869,0.002239915,0.01759716],"category_scores_gemma":[0.00200469,0.0007164914,0.001197113,0.0009303594,0.0007102607,0.001456223,0.001282913,0.001871258,0.002776128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009972696,"about_ca_system_score_gemma":0.001321343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01379522,"about_ca_topic_score_gemma":0.01070737,"domain_scores_codex":[0.9996076,0.0000635988,0.00001425991,0.00004720901,0.0002087442,0.00005854919],"domain_scores_gemma":[0.9994127,0.0001857409,0.00004282527,0.0001203268,0.0002060133,0.0000325052],"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":[0.00002194354,0.00005312912,0.0001835193,0.0000540831,0.00003224129,0.0001130196,0.00003871272,0.9264171,0.001771617,0.05679327,0.00175985,0.01276165],"study_design_scores_gemma":[0.000002825941,0.000006587015,0.00004526423,0.000005168472,0.000003751873,0.00001069053,0.000005092076,0.9947679,0.0003475074,0.002598143,0.002203112,0.000003972057],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.008516409,0.00025614,0.9141321,0.000233568,0.000200945,0.0001275587,0.0004360517,0.0007769002,0.0753204],"genre_scores_gemma":[0.697207,0.0008292176,0.1888313,0.0007354873,0.0004220291,0.0009516352,0.001217574,0.00189447,0.1079113],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01759716,"threshold_uncertainty_score":0.05886841,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2781561670","doi":"10.2514/6.2018-1955","title":"Computational Aeroelastic Analysis using an Enhanced OpenFOAM-based CFD-CSD Solver","year":2018,"lang":"en","type":"article","venue":"2018 AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference","topic":"Computational Fluid Dynamics and Aerodynamics","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":"Computational fluid dynamics; Solver; Aeroelasticity; Computer science; Computational science; Aerodynamics; Aerospace engineering; Engineering; Programming language","authors":[{"name":"Amin Fereidooni","is_ca":true},{"name":"Anant Grewal","is_ca":true},{"name":"Sabet Seraj","is_ca":true},{"name":"Marcel Grzeszczyk","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01364149910538128,"gpt":0.2470875191007781,"spread":0.2334460199953968,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003308235,0.0005354551,0.0005888495,0.0004869289,0.0005171231,0.0009179618,0.001619034,0.0009806695,0.0051659],"category_scores_gemma":[0.001191073,0.0003019258,0.0007598042,0.0003422116,0.0004144617,0.0007307404,0.001729724,0.000902257,0.000751941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004974891,"about_ca_system_score_gemma":0.001432007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004179975,"about_ca_topic_score_gemma":0.003439944,"domain_scores_codex":[0.999662,0.00004162929,0.0000186041,0.00003953888,0.0001985337,0.00003969393],"domain_scores_gemma":[0.9995852,0.0001303087,0.00004037017,0.00006246706,0.0001449845,0.00003659803],"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":[0.00007052542,0.0001236645,0.00208876,0.0001560349,0.00005090881,0.0002684862,0.0001186708,0.8866995,0.02568362,0.02640386,0.002159495,0.05617645],"study_design_scores_gemma":[0.00001193113,0.00001351002,0.0001586829,0.000004367608,0.000003521024,0.00003571822,0.000006374316,0.9932455,0.002229124,0.0008654186,0.003419084,0.000006740747],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03931353,0.0001370384,0.945515,0.0001248839,0.0001233713,0.0001276391,0.0002823965,0.001189113,0.01318706],"genre_scores_gemma":[0.47147,0.0002532028,0.5150256,0.0001637594,0.00009702422,0.000456105,0.0009197416,0.0004787037,0.0111359],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0051659,"threshold_uncertainty_score":0.01728165,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2782304773","doi":"10.2514/6.2018-2215","title":"Development of a Multi-axis Active Seat Mount to Mitigate Vibration Transmission to Helicopter Aircrew","year":2018,"lang":"en","type":"article","venue":"2018 AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference","topic":"Effects of Vibration on Health","field":"Medicine","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":"Fonds National de la Recherche Luxembourg","keywords":"Aircrew; Mount; Vibration; Aerospace engineering; Automotive engineering; Aeronautics; Transmission (telecommunications); Computer science; Engineering; Electrical engineering; Acoustics; Physics; Mechanical engineering","authors":[{"name":"Firdous Hadj-Moussa","is_ca":true},{"name":"Amin Fereidooni","is_ca":true},{"name":"Yong Chen","is_ca":true},{"name":"Viresh Wickramasinghe","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02367297160147857,"gpt":0.3111672148842001,"spread":0.2874942432827216,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003598862,0.0005605352,0.000302338,0.0002808269,0.0001429032,0.0002311425,0.0006980218,0.0004765652,0.001982965],"category_scores_gemma":[0.0005055621,0.0001998269,0.0002297099,0.00005730841,0.0001528282,0.0002270611,0.0002878318,0.0002552314,0.0004103025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008984685,"about_ca_system_score_gemma":0.0001698016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002950995,"about_ca_topic_score_gemma":0.0005840434,"domain_scores_codex":[0.9997953,0.0000333579,0.00001240934,0.00002962731,0.0001044279,0.00002499731],"domain_scores_gemma":[0.9996784,0.00005595095,0.00006183415,0.00003471183,0.0001361849,0.00003290753],"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":[0.0003375396,0.0001392711,0.00225659,0.0003008645,0.00004139833,0.0001760271,0.0001246771,0.004948154,0.8919438,0.0002800354,0.0006064863,0.09884523],"study_design_scores_gemma":[0.000220458,0.01424981,0.03837154,0.00008975259,0.0002206185,0.001444894,0.0002204422,0.125685,0.8014098,0.0002117315,0.01779586,0.00008009053],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.648843,0.0005608012,0.3449889,0.0002051172,0.0002656417,0.0002861281,0.0001500839,0.001523486,0.00317698],"genre_scores_gemma":[0.9353701,0.0001549082,0.06063358,0.00007276559,0.00003814384,0.00008296929,0.00009136969,0.00003161232,0.003524591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001982965,"threshold_uncertainty_score":0.006633639,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2781874813","doi":"10.2514/6.2018-0414","title":"An Adaptive Constraint Tolerance Method for Optimization Algorithms Based on the Discrete Adjoint Method","year":2018,"lang":"en","type":"article","venue":"2018 AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference","topic":"Advanced Numerical Analysis Techniques","field":"Engineering","cited_by":2,"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":"Constraint (computer-aided design); Computer science; Algorithm; Mathematical optimization; Mathematics","authors":[{"name":"David A. Brown","is_ca":true},{"name":"Sivakumaran Nadarajah","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01552597915757086,"gpt":0.2903752469858749,"spread":0.274849267828304,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007574972,0.0004672013,0.0006200227,0.0004994503,0.0003706784,0.0007720359,0.001265158,0.0009484803,0.00496673],"category_scores_gemma":[0.002969804,0.0002997692,0.000411257,0.0005907642,0.000784697,0.0008532677,0.001226433,0.001723462,0.0007585959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003494328,"about_ca_system_score_gemma":0.0008451951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002488485,"about_ca_topic_score_gemma":0.002448614,"domain_scores_codex":[0.9995073,0.0001480161,0.0000209806,0.00004941958,0.0002488612,0.00002533675],"domain_scores_gemma":[0.9991989,0.0004072677,0.00005050338,0.00008195593,0.0002186494,0.0000427806],"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":[0.0001639182,0.0001358177,0.0004439857,0.000226342,0.00004721787,0.0001004771,0.0001214211,0.6627453,0.01780299,0.1249378,0.004000165,0.1892746],"study_design_scores_gemma":[0.000008352267,0.00001496248,0.00003105864,0.00000623293,0.000002298488,0.00001137285,0.000002861088,0.9941735,0.000771219,0.003259738,0.00171277,0.000005783417],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0018366,0.0000487064,0.9960622,0.00005929849,0.00006141595,0.00001753282,0.00001315042,0.0001152367,0.001785721],"genre_scores_gemma":[0.1570393,0.000162769,0.8362864,0.0001588428,0.00008173968,0.0002254328,0.00009397697,0.0002744593,0.005677174],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.00496673,"threshold_uncertainty_score":0.01661539,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2782276019","doi":"10.2514/6.2018-1155","title":"Evaluation of Novel Solutions for Lightning Strike Protection of Composites Using Current Carrying Capacity","year":2018,"lang":"en","type":"article","venue":"2018 AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference","topic":"Lightning and Electromagnetic Phenomena","field":"Physics and Astronomy","cited_by":0,"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":"Lightning (connector); Lightning strike; Current (fluid); Composite material; Materials science; Structural engineering; Computer science; Electrical engineering; Lightning arrester; Engineering; Physics; Power (physics)","authors":[{"name":"Behnam Ashrafi","is_ca":true},{"name":"Josee Crodua","is_ca":true},{"name":"Michael B. Jakubinek","is_ca":true},{"name":"Qi Yang","is_ca":true},{"name":"Vladimir Pankov","is_ca":true},{"name":"Yadienka Martinez‐Rubi","is_ca":true},{"name":"Kurtis Laqua","is_ca":true},{"name":"Daesun Park","is_ca":true},{"name":"Javad Gholipour Baradari","is_ca":true},{"name":"Benoît Simard","is_ca":true},{"name":"Ali Yousefpour","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09044719754807605,"gpt":0.3001264991079953,"spread":0.2096793015599193,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003543938,0.0004936205,0.0003280697,0.0005557667,0.0004783625,0.0008166887,0.0005727294,0.000681576,0.00581114],"category_scores_gemma":[0.0006334347,0.00016061,0.0002916886,0.0002398933,0.0002483686,0.0007497836,0.0002842197,0.0003327997,0.001045277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003983256,"about_ca_system_score_gemma":0.0004331995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000425927,"about_ca_topic_score_gemma":0.001025766,"domain_scores_codex":[0.9997086,0.00003097507,0.00001043441,0.00004628226,0.0001528461,0.00005072531],"domain_scores_gemma":[0.9994686,0.00005503841,0.00006566455,0.00004380384,0.000309294,0.00005761752],"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":[0.0006658265,0.00039533,0.001160328,0.0004773114,0.00003368899,0.0001830051,0.0000993181,0.01035652,0.923891,0.001528686,0.001226205,0.05998281],"study_design_scores_gemma":[0.00007337428,0.002923261,0.003411362,0.0000583861,0.0001262191,0.000267948,0.000332876,0.04269808,0.9363652,0.0005402646,0.01317267,0.00003036791],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9263235,0.001789023,0.03974584,0.0003119816,0.0004458198,0.0002568651,0.000243041,0.0006719928,0.03021192],"genre_scores_gemma":[0.9726043,0.0004168348,0.0186202,0.00005845849,0.00002218681,0.00004815915,0.0001276569,0.00004827512,0.008054052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00581114,"threshold_uncertainty_score":0.01944023,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}