{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.01170954,0.007911334,0.008000639,0.00285186,0.005184974,0.005168865,0.009112681,0.004638064,0.06726673],"category_scores_gemma":[0.006679349,0.007607363,0.004227684,0.006335684,0.004832166,0.0048992,0.003433866,0.006044594,0.05818903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002221863,"about_ca_system_score_gemma":0.004715989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003227856,"about_ca_topic_score_gemma":0.00139152,"domain_scores_codex":[0.9546291,0.006910796,0.009093735,0.009506921,0.00788733,0.01197214],"domain_scores_gemma":[0.9742745,0.002604518,0.004238772,0.01051417,0.00250402,0.005863976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005305382,0.01004079,0.01306666,0.006229703,0.004103106,0.003560147,0.01704516,0.001777885,0.5131495,0.07311767,0.3075202,0.04508381],"study_design_scores_gemma":[0.01056195,0.003074017,0.003426938,0.002172536,0.002345614,0.002534998,0.004581725,0.00121419,0.2138978,0.008654771,0.736146,0.01138946],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.435075,0.05141474,0.002365234,0.005275541,0.04949497,0.01095432,0.004270435,0.004923634,0.4362261],"genre_scores_gemma":[0.8674255,0.005959939,0.007371627,0.007509199,0.005914116,0.001135237,0.0006832375,0.002150398,0.1018507],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4323505,"threshold_uncertainty_score":0.9978761,"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.002859033,0.003853342,0.003401684,0.001572196,0.001850366,0.002088044,0.005123824,0.00256761,0.02313621],"category_scores_gemma":[0.0005526693,0.004092936,0.001690141,0.004052937,0.001391253,0.002542029,0.001666333,0.002935173,0.01602275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001903935,"about_ca_system_score_gemma":0.0008893203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001891052,"about_ca_topic_score_gemma":0.00113386,"domain_scores_codex":[0.9810394,0.0007220473,0.004004262,0.003942032,0.003314879,0.006977401],"domain_scores_gemma":[0.9895082,0.0006644333,0.001178179,0.005058318,0.0005917568,0.002999121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004153476,0.007169299,0.03182411,0.004922656,0.005673544,0.009917857,0.01976955,0.0494571,0.1593504,0.129105,0.1202607,0.4583963],"study_design_scores_gemma":[0.00822142,0.001467537,0.01388696,0.001681362,0.001248398,0.001996486,0.00280781,0.08918484,0.007837064,0.0168651,0.8444708,0.01033221],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4011051,0.007988794,0.005707346,0.002440347,0.02461424,0.003819193,0.001216051,0.004352791,0.5487561],"genre_scores_gemma":[0.9640413,0.006906045,0.001294426,0.002101958,0.006273855,0.0003500537,0.0004647769,0.001126092,0.01744147],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7242101,"threshold_uncertainty_score":0.9994491,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}