{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"bedd33f19b29","filters":{"venue":"17th AIAA Aviation Technology, Integration, and Operations Conference"}},"results":[{"id":"W2624462169","doi":"10.2514/6.2017-3435","title":"3D Reference Trajectory Optimization Using Particle Swarm Optimization","year":2017,"lang":"en","type":"article","venue":"17th AIAA Aviation Technology, Integration, and Operations Conference","topic":"Robotic Path Planning Algorithms","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec","funders":"","keywords":"Particle swarm optimization; Trajectory; Multi-swarm optimization; Computer science; Trajectory optimization; Mathematical optimization; Algorithm; Mathematics; Physics","authors":[{"name":"Alejandro Murrieta-Mendoza","is_ca":true},{"name":"Hugo Ruiz","is_ca":true},{"name":"Sonya Kessaci","is_ca":true},{"name":"Ruxandra Mihaela Botez","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04593741456466238,"gpt":0.29225244674016,"spread":0.2463150321754977,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007574048,0.001067119,0.001012922,0.0009749333,0.0006808881,0.001074456,0.001000952,0.001689362,0.002199758],"category_scores_gemma":[0.002063224,0.0008558766,0.0008820653,0.00116233,0.00066692,0.0009344033,0.001204117,0.001021774,0.0006188101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008417378,"about_ca_system_score_gemma":0.001241046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01310197,"about_ca_topic_score_gemma":0.007717686,"domain_scores_codex":[0.9996505,0.00009167535,0.00001943077,0.00007191426,0.0001345456,0.00003196415],"domain_scores_gemma":[0.9994709,0.0002071617,0.00007088755,0.00006964493,0.000152521,0.00002895645],"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":[0.00002697001,0.00001416251,0.000138276,0.00001875389,0.00001999577,0.00002218338,0.00002115197,0.9820063,0.0005217019,0.002082476,0.0003795879,0.01474844],"study_design_scores_gemma":[0.000004025149,0.000006158422,0.00003016186,0.000001670373,0.000001550289,0.000002380795,0.000002183097,0.9992129,0.0001227399,0.0004615052,0.0001528273,0.00000194195],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00909733,0.0001440867,0.9873779,0.0000957023,0.00007215548,0.00004020564,0.00004683163,0.0003939967,0.002731703],"genre_scores_gemma":[0.4893501,0.0002350228,0.5051941,0.00009678846,0.0000460357,0.000322683,0.0003197093,0.0002047818,0.004230791],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01310197,"threshold_uncertainty_score":0.0260514,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2623704059","doi":"10.2514/6.2017-4249","title":"Effect of Passenger Preferences on the Integrated Design and Optimization of Aircraft Families and Air Transport Network","year":2017,"lang":"en","type":"article","venue":"17th AIAA Aviation Technology, Integration, and Operations Conference","topic":"Systems Engineering Methodologies and Applications","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":"Royal Military College of Canada","funders":"","keywords":"Air transport; Passenger transport; Computer science; Transport engineering; Air travel; Automotive engineering; Engineering; Aerospace engineering; Aviation","authors":[{"name":"Ruben E. Perez","is_ca":true},{"name":"Peter Jansen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02333952928891197,"gpt":0.2514831336985838,"spread":0.2281436044096719,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001679927,0.0008314581,0.0005176126,0.0004755412,0.0004334519,0.0008696959,0.0005695324,0.0007398852,0.002646816],"category_scores_gemma":[0.00566052,0.0004971194,0.0004887725,0.0004055651,0.0003596211,0.000974468,0.00054636,0.0006411655,0.0001406381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006748986,"about_ca_system_score_gemma":0.0007309288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007672773,"about_ca_topic_score_gemma":0.008568022,"domain_scores_codex":[0.9995016,0.0002776586,0.00001218802,0.00004733555,0.00003991192,0.0001213879],"domain_scores_gemma":[0.9970899,0.002163335,0.0002024006,0.000062438,0.0002220106,0.0002599237],"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":[0.0004818345,0.0001138226,0.005893958,0.00001735869,0.00004342242,0.00006179015,0.00001924867,0.9862012,0.0009054758,0.0003387246,0.0001026451,0.005820493],"study_design_scores_gemma":[0.00002424165,0.0003548439,0.00374527,0.000006023788,0.00006531683,0.00002138671,0.000136698,0.9939969,0.001227038,0.0002917665,0.000121073,0.000009521137],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984549,0.0001261856,0.01281718,0.00006511213,0.00001254127,0.00001531109,0.00004909539,0.00002451458,0.002341055],"genre_scores_gemma":[0.9977711,0.00002913068,0.001776306,0.000009414531,0.000002245363,0.000005391456,0.00002223837,0.000008930242,0.0003752789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007672773,"threshold_uncertainty_score":0.01525623,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2622862289","doi":"10.2514/6.2017-4090","title":"A Sailplane Split-Winglet Design Study","year":2017,"lang":"en","type":"article","venue":"17th AIAA Aviation Technology, Integration, and Operations Conference","topic":"Advanced Aircraft Design and Technologies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Wingtip device; Computer science; Aerodynamics; Aerospace engineering; Engineering","authors":[{"name":"Travis Krebs","is_ca":true},{"name":"Goetz Bramesfeld","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0321182231124723,"gpt":0.2780321036711823,"spread":0.2459138805587099,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006254409,0.0006809767,0.0006286645,0.0005612473,0.0004575577,0.0007619188,0.0005571805,0.0007641616,0.006374449],"category_scores_gemma":[0.0008801319,0.0002696506,0.0007443037,0.000284971,0.0002553875,0.0004452549,0.0003454076,0.0005127484,0.0004780407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004024852,"about_ca_system_score_gemma":0.0004301616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002426687,"about_ca_topic_score_gemma":0.002963088,"domain_scores_codex":[0.9997731,0.00008889807,0.000007237712,0.00002346837,0.00006596824,0.00004129112],"domain_scores_gemma":[0.9993663,0.0003657335,0.00004860072,0.00004955201,0.0001223714,0.00004743543],"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":[0.001931427,0.001576676,0.006962336,0.0003772933,0.0001210485,0.0004350607,0.0003248253,0.8987248,0.02686219,0.004235107,0.001294123,0.05715524],"study_design_scores_gemma":[0.0002390122,0.005391728,0.005039242,0.00002776714,0.00009127055,0.0001038258,0.0003741852,0.9766117,0.008917401,0.0005522317,0.002626121,0.00002556678],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9624373,0.0001413851,0.0222487,0.00005659203,0.00002267403,0.0001325233,0.0001828713,0.00005879597,0.01471915],"genre_scores_gemma":[0.9800203,0.0001323894,0.01352492,0.00002608182,0.000009102446,0.00007078011,0.0002417638,0.00003563568,0.005939017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006374449,"threshold_uncertainty_score":0.02132463,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}