{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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":"1d70e04a1a3d","filters":{"venue":"Вестник Российского университета дружбы народов. Серия: Инженерные исследования"}},"results":[{"id":"W2604997465","doi":"","title":"Исследование шероховатости деталей ДВС при высокоскорост-ной механической обработке инструментом из сверхтвердых материалов","year":2003,"lang":"ru","type":"article","venue":"Вестник Российского университета дружбы народов. Серия: Инженерные исследования","topic":"Metal Alloys Wear and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Machining; Mechanical engineering; Surface roughness; Engineering; Internal combustion engine; Manufacturing engineering; Engineering drawing; Materials science; Composite material","authors":[{"name":"В. Л. Федоров","is_ca":false},{"name":"Е. М. Печерская","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03637741832183319,"gpt":0.2407197167438223,"spread":0.2043422984219891,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000366678,0.0002159544,0.0002653148,0.0009343508,0.0008966547,0.002071021,0.0002935743,0.0004659005,0.006761795],"category_scores_gemma":[0.001154402,0.0003550407,0.0002416089,0.0007570588,0.001111916,0.0007741178,0.0006327478,0.0005757259,0.001488924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008211851,"about_ca_system_score_gemma":0.001351697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002455892,"about_ca_topic_score_gemma":0.004906865,"domain_scores_codex":[0.9994618,0.0000809046,0.00002220919,0.0001105297,0.0002571202,0.00006745273],"domain_scores_gemma":[0.9994524,0.0001745033,0.0000891922,0.00009724436,0.0001506789,0.00003584667],"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":[0.0003198702,0.000136412,0.01331919,0.0005476453,0.00005777539,0.001484377,0.005080888,0.006144973,0.3065475,0.3059131,0.002981704,0.3574666],"study_design_scores_gemma":[0.00008034585,0.0004097189,0.06752258,0.0002399341,0.0001602231,0.005421851,0.005822347,0.009409696,0.285522,0.1481617,0.4769569,0.0002926177],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6143864,0.01697966,0.1346986,0.001586854,0.0003478137,0.0001356152,0.0005784933,0.0003647922,0.2309217],"genre_scores_gemma":[0.9244729,0.003862308,0.04639975,0.00005662636,0.00005546262,0.00008795122,0.0001809571,0.0000874137,0.02479672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006761795,"threshold_uncertainty_score":0.02262044,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2564293360","doi":"","title":"Прямой метод расчета течения в сопле Лаваля","year":2001,"lang":"ru","type":"article","venue":"Вестник Российского университета дружбы народов. Серия: Инженерные исследования","topic":"Material Science and Thermodynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Equipotential; Ellipse; Mathematics; Geometry; Plane (geometry); Ideal (ethics); Isentropic process; Mathematical analysis; Calculus (dental); Mechanics; Physics; Philosophy","authors":[{"name":"Л. В. Виноградов","is_ca":false},{"name":"Ш. Р. Лотфулин","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006596469380673762,"gpt":0.1955192863575765,"spread":0.1889228169769027,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004124199,0.000288596,0.0003012136,0.001179505,0.001103446,0.00159799,0.000305602,0.0004510945,0.009989166],"category_scores_gemma":[0.001014219,0.0003055892,0.0002303411,0.001171216,0.0009798845,0.0008200419,0.0006647168,0.0008252544,0.003391207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007818834,"about_ca_system_score_gemma":0.001625128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004265783,"about_ca_topic_score_gemma":0.006508215,"domain_scores_codex":[0.9996119,0.00004813225,0.00001724813,0.0000694151,0.0002003374,0.00005297826],"domain_scores_gemma":[0.9997324,0.00006067888,0.00004875466,0.00004559981,0.0000840779,0.00002856332],"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":[0.0001596589,0.00005263841,0.002493087,0.0003920631,0.00003331611,0.001434516,0.001422768,0.003626715,0.03420943,0.4503337,0.006454709,0.4993873],"study_design_scores_gemma":[0.00002906041,0.0001210374,0.006800474,0.000160692,0.00008797638,0.002656196,0.0008245065,0.00299951,0.03838968,0.1180242,0.829797,0.0001096448],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2371997,0.05543646,0.2557379,0.003873768,0.001955288,0.0002366661,0.001491333,0.001049829,0.443019],"genre_scores_gemma":[0.7164585,0.01891874,0.1698833,0.0002542978,0.0003524299,0.0002804987,0.0006301651,0.0003720608,0.09284997],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009989166,"threshold_uncertainty_score":0.03341711,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}