{"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":"b0e3182f6fc6","filters":{"venue":"International Journal of Aviation Science and Technology"}},"results":[{"id":"W4390242079","doi":"10.23890/ijast.vm04is02.0201","title":"Investigation on the Airworthiness of a Novel Tri-Rotor Configuration for a Fixed Wing VTOL Aircraft","year":2023,"lang":"en","type":"article","venue":"International Journal of Aviation Science and Technology","topic":"Aerospace and Aviation Technology","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Thrust; Aerospace engineering; Rotor (electric); Autopilot; Flight test; Engineering; Thrust vectoring; Propulsion; Aerodynamics; Airfoil; Fuselage; Takeoff; Flight control surfaces; Helicopter rotor; Automotive engineering; Mechanical engineering","authors":[{"name":"António Arco","is_ca":false},{"name":"José Vale","is_ca":true},{"name":"Sean Bazzocchi","is_ca":true},{"name":"Afzal Suleman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03509324681060953,"gpt":0.2732793285642873,"spread":0.2381860817536778,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007944424,0.00007202337,0.000122801,0.001056425,0.00008646355,0.00003833423,0.0003857858,0.00009623348,0.000005516423],"category_scores_gemma":[0.001199284,0.00005469284,0.00003099588,0.001178452,0.0002787523,0.0003400062,0.00003039244,0.0001390358,0.000002993505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006664255,"about_ca_system_score_gemma":0.00009888474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001559217,"about_ca_topic_score_gemma":0.000002911829,"domain_scores_codex":[0.9989803,0.00000590944,0.0003692534,0.00009873095,0.0004335312,0.0001123104],"domain_scores_gemma":[0.9982461,0.0001558115,0.0002808009,0.00009510967,0.001199103,0.00002307482],"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":[0.00003428224,0.00002975691,0.00435338,0.00001704757,0.00006664334,0.000002434398,0.0005538886,0.002911334,0.8395543,0.1244185,0.001185162,0.02687324],"study_design_scores_gemma":[0.002242882,0.0004843255,0.01724769,0.0002426947,0.00003061525,0.00007452159,0.001646108,0.1112081,0.8304211,0.03286839,0.003286739,0.0002469005],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9477878,0.00002816807,0.03254484,0.01866047,0.0005714846,0.0002183718,0.00001090326,0.0001197057,0.00005827549],"genre_scores_gemma":[0.9989628,0.00004379063,0.0007599503,0.0001138763,0.00006257543,0.00002549214,0.000003363825,0.000006511196,0.00002161554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1082967,"threshold_uncertainty_score":0.2230309,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390231457","doi":"10.23890/ijast.vm04is02","title":"Volume 04 Issue 02","year":2023,"lang":"en","type":"paratext","venue":"International Journal of Aviation Science and Technology","topic":"Aerospace and Aviation Technology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"International Civil Aviation Organization; University of Victoria","funders":"","keywords":"Volume (thermodynamics); Environmental science; Physics; Thermodynamics","authors":[{"name":"António Arco","is_ca":false},{"name":"José Do","is_ca":true},{"name":"Sean Bazzocchi","is_ca":true},{"name":"Afzal Suleman","is_ca":true},{"name":"Kamil Fikret","is_ca":true},{"name":"Yunus Çorbaci","is_ca":true},{"name":"Masoud Norouzi","is_ca":false},{"name":"Elbrus Caferov","is_ca":true},{"name":"Kübra Çiftçi","is_ca":true},{"name":"Arif Şen","is_ca":true},{"name":"Hasan Hüseyin Bilgiç","is_ca":true},{"name":"María Zamarreño Suárez","is_ca":false},{"name":"Francisco Moreno","is_ca":true},{"name":"Raquel Delgado-Aguilera","is_ca":true},{"name":"Rosa Jurado","is_ca":true},{"name":"Arnaldo María","is_ca":true},{"name":"Víctor Valdés","is_ca":true},{"name":"Gómez Fernando","is_ca":true},{"name":"Kamil Corbaci","is_ca":true},{"name":"Fikret Kamil Çorbacı","is_ca":false},{"name":"Yunus Emre Dogan","is_ca":true},{"name":"Huseyin Bilgic","is_ca":true},{"name":"Muhammed Arif Şen","is_ca":true},{"name":"Raquel Delgado-Aguilera Jurado","is_ca":true},{"name":"Rosa María","is_ca":true},{"name":"Arnaldo Valdés","is_ca":true},{"name":"Víctor Fernando","is_ca":true},{"name":"Gómez Comendador","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007671817146080537,"gpt":0.2687969124720922,"spread":0.2611250953260116,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004826586,0.0001781767,0.0003073552,0.002852981,0.00008184578,0.0001177567,0.001136811,0.0004457355,0.0004312059],"category_scores_gemma":[0.0003766247,0.0001706318,0.00005044868,0.001369352,0.0005028089,0.0004399838,0.0001681539,0.0006080029,0.002894541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002700291,"about_ca_system_score_gemma":0.0002477237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004199983,"about_ca_topic_score_gemma":0.000002681501,"domain_scores_codex":[0.9981861,0.000007343266,0.0005445782,0.0002067229,0.0008110253,0.0002442428],"domain_scores_gemma":[0.9975737,0.00003376971,0.0004054242,0.0001780019,0.001758738,0.00005033008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007957581,0.00002770759,0.0003234388,0.00003014845,0.000187252,0.00005833579,0.0001497228,0.0007704,0.009769428,0.002772691,0.8721141,0.1137889],"study_design_scores_gemma":[0.0004312018,0.000140831,0.0004071634,0.000150843,0.00002600388,0.0002807513,0.0002997905,0.001933254,0.01380461,0.003554858,0.9786685,0.0003021979],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2295235,0.02923042,0.1112987,0.2428918,0.2186163,0.001909498,0.0007922097,0.004797049,0.1609405],"genre_scores_gemma":[0.9249938,0.01194372,0.001433149,0.0003678859,0.001445435,0.00002231588,0.00004103702,0.00009491773,0.05965773],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6954703,"threshold_uncertainty_score":0.9978818,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4283655307","doi":"10.23890/ijast.vm03is01.0102","title":"A Leader-Follower Trajectory Tracking Controller for Multi-Quadrotor Formation Flight","year":2022,"lang":"en","type":"article","venue":"International Journal of Aviation Science and Technology","topic":"Distributed Control Multi-Agent Systems","field":"Computer Science","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 Victoria","funders":"","keywords":"Backstepping; Control theory (sociology); Trajectory; Lyapunov function; Controller (irrigation); Lyapunov stability; Displacement (psychology); Nonlinear system; Constant (computer programming); Tracking (education); Computer science; Control engineering; Nonlinear control; Control (management); Engineering; Adaptive control; Artificial intelligence; Physics","authors":[{"name":"Diogo Ferrei̇ra","is_ca":false},{"name":"Paulo Oliveira","is_ca":false},{"name":"Afzal Suleman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03549059960347906,"gpt":0.3063417776234212,"spread":0.2708511780199421,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001732796,0.00009333824,0.000182907,0.001210722,0.000281329,0.0002248717,0.00157069,0.00004786885,0.000007685761],"category_scores_gemma":[0.0005956516,0.00008540422,0.00007181533,0.0007043194,0.0001370278,0.001700663,0.0001790236,0.0001881477,0.000002550257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003710327,"about_ca_system_score_gemma":0.0002577494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002287026,"about_ca_topic_score_gemma":0.000002627796,"domain_scores_codex":[0.9979877,0.00004038643,0.0005365714,0.000219467,0.001009717,0.0002061973],"domain_scores_gemma":[0.9972329,0.00008548157,0.000686747,0.0001328058,0.00180631,0.00005571316],"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":[0.0003399464,0.0008603591,0.007178691,0.00002456685,0.0003354358,0.0001036447,0.003990228,0.001372799,0.3857388,0.2702211,0.002380529,0.3274539],"study_design_scores_gemma":[0.01851758,0.0014763,0.00831705,0.00008827665,0.00005709479,0.002396177,0.003247076,0.820905,0.03860173,0.01216184,0.09353478,0.0006971423],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04861303,0.0001776198,0.9402797,0.008642586,0.001804055,0.0003690334,0.0000180822,0.00005899566,0.00003684974],"genre_scores_gemma":[0.9912814,0.0000062182,0.008221614,0.0002826826,0.00007554734,0.0000707617,0.000001913756,0.000004408068,0.00005542585],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9426684,"threshold_uncertainty_score":0.3482683,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}