{"meta":{"query_hash":"0aabbedab51d","filters":{"venue":"Успехи современного естествознания"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/0aabbedab51d","api":"https://metacan.xera.ac/api/v1/cohort?venue=%D0%A3%D1%81%D0%BF%D0%B5%D1%85%D0%B8+%D1%81%D0%BE%D0%B2%D1%80%D0%B5%D0%BC%D0%B5%D0%BD%D0%BD%D0%BE%D0%B3%D0%BE+%D0%B5%D1%81%D1%82%D0%B5%D1%81%D1%82%D0%B2%D0%BE%D0%B7%D0%BD%D0%B0%D0%BD%D0%B8%D1%8F"},"results":[{"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.01166644251415883,"score_gpt":0.19114523601221065,"score_spread":0.17947879349805182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W156406206","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12050479,0.05941332,0.33401334,0.0059181023,0.0028787362,0.00042031397,0.002090182,0.0013405164,0.4734207],"genre_scores_gemma":[0.56004256,0.03616062,0.30316943,0.0002957681,0.00043052319,0.00060779304,0.0009301465,0.00029299103,0.09807017],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991955,0.0001016644,0.000049898314,0.00013015307,0.00045013794,0.00007262807],"domain_scores_gemma":[0.9994566,0.00010584347,0.0001069258,0.00011580559,0.00017548048,0.000039429546],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007592693,0.00038169595,0.0004300183,0.0015501044,0.0010962574,0.0020260196,0.00043186717,0.0006712529,0.010911293],"category_scores_gemma":[0.0012727367,0.0005368937,0.0003559785,0.0022899397,0.00095336506,0.0006177854,0.00066503364,0.0011712227,0.0059131454],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018505614,0.00014934498,0.0031776226,0.00101331,0.00006161768,0.0015199536,0.0012199393,0.0030605532,0.101789474,0.23926319,0.01310223,0.63545763],"study_design_scores_gemma":[0.000047268637,0.00012094274,0.007702982,0.00018849033,0.00010022281,0.0026127384,0.0006101551,0.0022471573,0.049152724,0.046038304,0.8910688,0.00011016953],"about_ca_topic_score_codex":0.004450817,"about_ca_topic_score_gemma":0.008913073,"teacher_disagreement_score":0.010911293,"about_ca_system_score_codex":0.0009121747,"about_ca_system_score_gemma":0.0022916442,"threshold_uncertainty_score":0.036501884},"labels":[],"label_agreement":null},{"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,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.006093914881414038,"score_gpt":0.21952095254784645,"score_spread":0.21342703766643242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W31236214","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47458044,0.020011717,0.13218157,0.0022609353,0.0012091086,0.0003457677,0.0014260818,0.0011513567,0.36683306],"genre_scores_gemma":[0.9000794,0.008558919,0.049514316,0.00014789797,0.00012936245,0.0003503706,0.0004799175,0.00019822386,0.040541537],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9994856,0.00004624402,0.000024986824,0.0001279132,0.00023620542,0.000078978315],"domain_scores_gemma":[0.99952066,0.00007785936,0.00009637104,0.000059989045,0.00018390939,0.0000612758],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00063578296,0.00028888174,0.0002874032,0.0010199648,0.001037305,0.0023574098,0.0004026268,0.00047701827,0.0123616075],"category_scores_gemma":[0.0012612406,0.00048163757,0.00036975808,0.0009778716,0.0009460485,0.0011022015,0.00085199333,0.0011221499,0.0046865623],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024091397,0.00020487676,0.012084308,0.00069569,0.00006448701,0.0008292913,0.0023483103,0.0034072306,0.4595018,0.14969945,0.0047635892,0.36616006],"study_design_scores_gemma":[0.0000762945,0.0007108862,0.048067603,0.00020255987,0.00013293084,0.0017805987,0.002678396,0.00551417,0.31315607,0.06425891,0.5631772,0.00024432197],"about_ca_topic_score_codex":0.0038121191,"about_ca_topic_score_gemma":0.006694024,"teacher_disagreement_score":0.0123616075,"about_ca_system_score_codex":0.0009338621,"about_ca_system_score_gemma":0.0016853237,"threshold_uncertainty_score":0.041353703},"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,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science","score_opus":0.021491543021508977,"score_gpt":0.23262475640219282,"score_spread":0.21113321338068386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W31236313","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5927715,0.017335227,0.23351012,0.0027544408,0.0017581611,0.00069697783,0.004033558,0.0018756463,0.14526439],"genre_scores_gemma":[0.82572424,0.005799083,0.14567986,0.000316356,0.00023683543,0.000912709,0.0016129371,0.0005314708,0.019186413],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9985684,0.0002213545,0.00011259113,0.0003629727,0.00059404765,0.00014067357],"domain_scores_gemma":[0.9985481,0.00055118033,0.00024970018,0.0002552911,0.0002731955,0.00012251394],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014055443,0.00044743315,0.0006140378,0.0013687277,0.0009181599,0.0020977724,0.00048506755,0.000662861,0.009780735],"category_scores_gemma":[0.003001241,0.00071703247,0.00042086036,0.001563208,0.00079768064,0.0010456857,0.0006724868,0.0011313624,0.004042669],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003078085,0.00012226531,0.008512213,0.00046853596,0.00006746989,0.00048664238,0.00072528765,0.0013127859,0.74032813,0.02114236,0.0030954608,0.22343108],"study_design_scores_gemma":[0.00013441494,0.00036333172,0.027333098,0.00016891935,0.00026145356,0.0018507347,0.00071788905,0.0045427037,0.5534358,0.019342193,0.39163968,0.00020978512],"about_ca_topic_score_codex":0.0014778164,"about_ca_topic_score_gemma":0.0034439738,"teacher_disagreement_score":0.009780735,"about_ca_system_score_codex":0.00057048583,"about_ca_system_score_gemma":0.001343527,"threshold_uncertainty_score":0.03271979},"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,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Ecology; Environmental education; Subject (documents); Sociology; Comprehension; Environmental ethics; Pedagogy; Computer science","score_opus":0.009362156139172273,"score_gpt":0.29377749975492357,"score_spread":0.28441534361575127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W37685847","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.51347476,0.07161524,0.2099013,0.0027590415,0.0022935523,0.00050492736,0.0017442013,0.0011183181,0.19658865],"genre_scores_gemma":[0.8124774,0.023073945,0.10347508,0.0003146947,0.00023511556,0.0003574406,0.00076586974,0.00031763178,0.058982864],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994671,0.00006490556,0.000041230054,0.00010739129,0.00025104656,0.00006835026],"domain_scores_gemma":[0.9997309,0.000040753894,0.00006591232,0.000046783785,0.000086867796,0.000028809822],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005507646,0.00038207657,0.00038672535,0.0010698207,0.00049082603,0.0010782208,0.0002628754,0.0005769611,0.00790175],"category_scores_gemma":[0.000598225,0.00042835748,0.00040475457,0.00080217834,0.00056467124,0.0005372482,0.00057201146,0.0008050017,0.0037132953],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028447848,0.00007764706,0.0020320264,0.00063232484,0.00004875582,0.0011174126,0.0005176269,0.0009397227,0.6810336,0.02449571,0.0022871452,0.28653345],"study_design_scores_gemma":[0.00005520427,0.0005930874,0.011670161,0.00018319303,0.000115548966,0.002908905,0.00058881246,0.001724395,0.57551754,0.0094569065,0.39705953,0.00012671344],"about_ca_topic_score_codex":0.0015143739,"about_ca_topic_score_gemma":0.0034836098,"teacher_disagreement_score":0.00790175,"about_ca_system_score_codex":0.00061399746,"about_ca_system_score_gemma":0.0007906755,"threshold_uncertainty_score":0.026434004},"labels":[],"label_agreement":null}]}