{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"0aabbedab51d","filters":{"venue":"Успехи современного естествознания"}},"results":[{"id":"W31236214","doi":"10.1002/ece3.5130","title":"Влияние атенолола на показатели гемодинамики и гемостаза у больных Pi + р2-адренозависимым патогенетическим типом гипертонической болезни","year":2005,"lang":"en","type":"article","venue":"Успехи современного естествознания","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science","authors":[{"name":"В. Б. Воробьев","is_ca":false},{"name":"Н. А. Бехтерева","is_ca":false},{"name":"В. Е. Прутков","is_ca":false},{"name":"А. А. Мацуга","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006093914881414038,"gpt":0.2195209525478465,"spread":0.2134270376664324,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000635783,0.0002888817,0.0002874032,0.001019965,0.001037305,0.00235741,0.0004026268,0.0004770183,0.01236161],"category_scores_gemma":[0.001261241,0.0004816376,0.0003697581,0.0009778716,0.0009460485,0.001102202,0.0008519933,0.00112215,0.004686562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009338621,"about_ca_system_score_gemma":0.001685324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003812119,"about_ca_topic_score_gemma":0.006694024,"domain_scores_codex":[0.9994856,0.00004624402,0.00002498682,0.0001279132,0.0002362054,0.00007897832],"domain_scores_gemma":[0.9995207,0.00007785936,0.00009637104,0.00005998904,0.0001839094,0.0000612758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000240914,0.0002048768,0.01208431,0.00069569,0.00006448701,0.0008292913,0.00234831,0.003407231,0.4595018,0.1496994,0.004763589,0.3661601],"study_design_scores_gemma":[0.0000762945,0.0007108862,0.0480676,0.0002025599,0.0001329308,0.001780599,0.002678396,0.00551417,0.3131561,0.06425891,0.5631772,0.000244322],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4745804,0.02001172,0.1321816,0.002260935,0.001209109,0.0003457677,0.001426082,0.001151357,0.3668331],"genre_scores_gemma":[0.9000794,0.008558919,0.04951432,0.000147898,0.0001293625,0.0003503706,0.0004799175,0.0001982239,0.04054154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01236161,"threshold_uncertainty_score":0.0413537,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W37685847","doi":"10.3390/ijms241713040","title":"Пензенский филиал Международного независимого эколого-политологического университета как фактор формирования экологической культуры в регионе","year":2005,"lang":"en","type":"article","venue":"Успехи современного естествознания","topic":"Autophagy in Disease and Therapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Ecology; Environmental education; Subject (documents); Sociology; Comprehension; Environmental ethics; Pedagogy; Computer science","authors":[{"name":"Н. М. Мартынова","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009362156139172273,"gpt":0.2937774997549236,"spread":0.2844153436157513,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005507646,0.0003820766,0.0003867254,0.001069821,0.000490826,0.001078221,0.0002628754,0.0005769611,0.00790175],"category_scores_gemma":[0.000598225,0.0004283575,0.0004047546,0.0008021783,0.0005646712,0.0005372482,0.0005720115,0.0008050017,0.003713295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006139975,"about_ca_system_score_gemma":0.0007906755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001514374,"about_ca_topic_score_gemma":0.00348361,"domain_scores_codex":[0.9994671,0.00006490556,0.00004123005,0.0001073913,0.0002510466,0.00006835026],"domain_scores_gemma":[0.9997309,0.00004075389,0.00006591232,0.00004678379,0.0000868678,0.00002880982],"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":[0.0002844785,0.00007764706,0.002032026,0.0006323248,0.00004875582,0.001117413,0.0005176269,0.0009397227,0.6810336,0.02449571,0.002287145,0.2865334],"study_design_scores_gemma":[0.00005520427,0.0005930874,0.01167016,0.000183193,0.000115549,0.002908905,0.0005888125,0.001724395,0.5755175,0.009456906,0.3970595,0.0001267134],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5134748,0.07161524,0.2099013,0.002759041,0.002293552,0.0005049274,0.001744201,0.001118318,0.1965887],"genre_scores_gemma":[0.8124774,0.02307395,0.1034751,0.0003146947,0.0002351156,0.0003574406,0.0007658697,0.0003176318,0.05898286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00790175,"threshold_uncertainty_score":0.026434,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W31236313","doi":"10.1002/aps3.11254","title":"Фагоцитарная дисфункция бронхолегочной системы при хроническом обструктивном бронхите","year":2006,"lang":"ru","type":"article","venue":"Успехи современного естествознания","topic":"Potato Plant Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science","authors":[{"name":"Н. И. Оболонкова","is_ca":false},{"name":"В. Ф. Каменев","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02149154302150898,"gpt":0.2326247564021928,"spread":0.2111332133806839,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001405544,0.0004474332,0.0006140378,0.001368728,0.0009181599,0.002097772,0.0004850675,0.000662861,0.009780735],"category_scores_gemma":[0.003001241,0.0007170325,0.0004208604,0.001563208,0.0007976806,0.001045686,0.0006724868,0.001131362,0.004042669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005704858,"about_ca_system_score_gemma":0.001343527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001477816,"about_ca_topic_score_gemma":0.003443974,"domain_scores_codex":[0.9985684,0.0002213545,0.0001125911,0.0003629727,0.0005940477,0.0001406736],"domain_scores_gemma":[0.9985481,0.0005511803,0.0002497002,0.0002552911,0.0002731955,0.0001225139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003078085,0.0001222653,0.008512213,0.000468536,0.00006746989,0.0004866424,0.0007252877,0.001312786,0.7403281,0.02114236,0.003095461,0.2234311],"study_design_scores_gemma":[0.0001344149,0.0003633317,0.0273331,0.0001689193,0.0002614536,0.001850735,0.0007178891,0.004542704,0.5534358,0.01934219,0.3916397,0.0002097851],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5927715,0.01733523,0.2335101,0.002754441,0.001758161,0.0006969778,0.004033558,0.001875646,0.1452644],"genre_scores_gemma":[0.8257242,0.005799083,0.1456799,0.000316356,0.0002368354,0.000912709,0.001612937,0.0005314708,0.01918641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009780735,"threshold_uncertainty_score":0.03271979,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W156406206","doi":"","title":"Проблема образования, переработки и утилизации нефтешламов","year":2013,"lang":"ru","type":"article","venue":"Успехи современного естествознания","topic":"Mining and Gasification Technologies","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":"Waste management; Raw material; Separator (oil production); Heat exchanger; Environmental science; Oil sludge; Nozzle; Oil field; Pulp and paper industry; Engineering; Petroleum engineering; Chemistry","authors":[{"name":"В. А. Гронь","is_ca":false},{"name":"В. В. Коростовенко","is_ca":false},{"name":"С. Г. Шахрай","is_ca":false},{"name":"Н. М. Капличенко","is_ca":false},{"name":"А. В. Галайко","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01166644251415883,"gpt":0.1911452360122106,"spread":0.1794787934980518,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007592693,0.000381696,0.0004300183,0.001550104,0.001096257,0.00202602,0.0004318672,0.0006712529,0.01091129],"category_scores_gemma":[0.001272737,0.0005368937,0.0003559785,0.00228994,0.0009533651,0.0006177854,0.0006650336,0.001171223,0.005913145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009121747,"about_ca_system_score_gemma":0.002291644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004450817,"about_ca_topic_score_gemma":0.008913073,"domain_scores_codex":[0.9991955,0.0001016644,0.00004989831,0.0001301531,0.0004501379,0.00007262807],"domain_scores_gemma":[0.9994566,0.0001058435,0.0001069258,0.0001158056,0.0001754805,0.00003942955],"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":[0.0001850561,0.000149345,0.003177623,0.00101331,0.00006161768,0.001519954,0.001219939,0.003060553,0.1017895,0.2392632,0.01310223,0.6354576],"study_design_scores_gemma":[0.00004726864,0.0001209427,0.007702982,0.0001884903,0.0001002228,0.002612738,0.0006101551,0.002247157,0.04915272,0.0460383,0.8910688,0.0001101695],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1205048,0.05941332,0.3340133,0.005918102,0.002878736,0.000420314,0.002090182,0.001340516,0.4734207],"genre_scores_gemma":[0.5600426,0.03616062,0.3031694,0.0002957681,0.0004305232,0.000607793,0.0009301465,0.000292991,0.09807017],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01091129,"threshold_uncertainty_score":0.03650188,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}