{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"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":"632d78c7398e","filters":{"venue":"Progress in Flight Physics"}},"results":[{"id":"W2702235959","doi":"10.1051/eucass/2016090173","title":"In-flight icing on unmanned aerial vehicle and its aerodynamic penalties","year":2017,"lang":"en","type":"article","venue":"Progress in Flight Physics","topic":"Icing and De-icing Technologies","field":"Engineering","cited_by":39,"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":"Icing; Aerodynamics; Aerospace engineering; Lift-to-drag ratio; Icing conditions; Environmental science; Airfoil; Meteorology; Airflow; Marine engineering; Drag; Computational fluid dynamics; Airplane; Aeronautics; Engineering; Physics; Mechanical engineering","authors":[{"name":"Krzysztof Szilder","is_ca":true},{"name":"Wenlin Yuan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01487022755268882,"gpt":0.2582414709836546,"spread":0.2433712434309658,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001305795,0.0002223128,0.0002902785,0.0001129979,0.0001745098,0.0001407284,0.0003455217,0.0001295028,0.000001774489],"category_scores_gemma":[0.00004742766,0.0002088832,0.00003145388,0.0001060696,0.000115233,0.0003127762,0.0001433342,0.0003297966,0.00002352138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007125131,"about_ca_system_score_gemma":0.00000940159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001656365,"about_ca_topic_score_gemma":0.00005329037,"domain_scores_codex":[0.9989794,0.00001739441,0.000209772,0.0002548694,0.0001541697,0.0003843649],"domain_scores_gemma":[0.9993849,0.0000474292,0.000067368,0.0004466232,0.00002214971,0.00003147743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007319528,0.001080107,0.212856,0.003003675,0.0003405977,0.0008293599,0.0152391,0.03015184,0.02570763,0.1787245,0.002135629,0.5291995],"study_design_scores_gemma":[0.003715287,0.0003561657,0.1103363,0.001811532,0.00004033311,0.0000109049,0.0002688932,0.2124901,0.6468301,0.02196814,0.0006634424,0.001508838],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966,0.0004215413,0.0000382261,0.0003054879,0.0006095298,0.0001838703,0.000003499237,0.0003751291,0.001462749],"genre_scores_gemma":[0.9993543,0.0001202793,0.0001898176,0.00001869596,0.0001871954,0.00004073519,0.000002331607,0.0000396313,0.00004699671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6211225,"threshold_uncertainty_score":0.8518012,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}