{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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":"19a801ed51f3","filters":{"venue":"Социально-экономические явления и процессы"}},"results":[{"id":"W2514125486","doi":"","title":"Особенности законодательства Мексики как государства-члена НАФТА об оценке воздействия на окружающую среду в аспекте укрепления института трансграничной ОВОС","year":2015,"lang":"ru","type":"article","venue":"Социально-экономические явления и процессы","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","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":"Legislation; Commission; International trade; State (computer science); Political science; Settlement (finance); Member states; Member state; Business; Public administration; Law; European union; Finance","authors":[{"name":"Богданова Элла Юрьевна","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09627832085275752,"gpt":0.3679764248076893,"spread":0.2716981039549318,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001903479,0.0003867482,0.0003395738,0.002084817,0.002333197,0.005540598,0.0006693518,0.001354794,0.02133824],"category_scores_gemma":[0.003486109,0.0005886139,0.0005517677,0.002204816,0.004224715,0.0025756,0.001783044,0.002017953,0.007232788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002072922,"about_ca_system_score_gemma":0.004245043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004081288,"about_ca_topic_score_gemma":0.006453618,"domain_scores_codex":[0.9976124,0.0004456089,0.0001361973,0.0004298768,0.001155191,0.0002207736],"domain_scores_gemma":[0.997865,0.0006510449,0.0003065052,0.0003316767,0.0006925379,0.0001532363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007279171,0.00006424238,0.002261146,0.0003886286,0.00002653741,0.0006590067,0.005750988,0.0007832558,0.0080627,0.801369,0.0127188,0.167843],"study_design_scores_gemma":[0.0000179508,0.00005481055,0.004444041,0.000288175,0.00003407161,0.000689572,0.002557215,0.0006697138,0.005713907,0.1363826,0.8490828,0.00006522372],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06519745,0.02195156,0.1428031,0.01095106,0.002262871,0.0002941469,0.000668977,0.0005355987,0.7553352],"genre_scores_gemma":[0.6534234,0.01836197,0.1212646,0.0011061,0.0009087513,0.0005624414,0.0004924488,0.0005501788,0.2033302],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02133824,"threshold_uncertainty_score":0.0713836,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2565216048","doi":"","title":"Систематизация зарубежного опыта развития малых территорий","year":2015,"lang":"ru","type":"article","venue":"Социально-экономические явления и процессы","topic":"Regional Socio-Economic Development Trends","field":"Social Sciences","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":"Population; Urban planning; Economic growth; Politics; Social change; Business; Political science; Economics; Sociology; Engineering; Civil engineering","authors":[{"name":"Бондарская Оксана Викторовна","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1264900505744893,"gpt":0.338333413805388,"spread":0.2118433632308986,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00190338,0.0003878209,0.0003425951,0.001762272,0.001301014,0.003950633,0.0005480212,0.0007639701,0.01082856],"category_scores_gemma":[0.002820898,0.0003846028,0.0005451033,0.002006487,0.002222984,0.001530804,0.001278952,0.001553969,0.003665913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001786161,"about_ca_system_score_gemma":0.003575587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004634805,"about_ca_topic_score_gemma":0.003678191,"domain_scores_codex":[0.9978893,0.0004680656,0.000122913,0.0002798713,0.001063674,0.000176143],"domain_scores_gemma":[0.998322,0.0005773858,0.0002706721,0.00021918,0.000512469,0.00009844098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000116613,0.0000951254,0.002315236,0.0004748928,0.00003872335,0.0007813232,0.002284473,0.003437293,0.01922734,0.6167632,0.01360428,0.3408615],"study_design_scores_gemma":[0.00003623721,0.000153228,0.003489971,0.00023074,0.00005203489,0.00143772,0.001269762,0.004150609,0.01750503,0.1273278,0.8442313,0.0001154411],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0606439,0.02370787,0.3369902,0.007177541,0.002047541,0.0004087622,0.0006349154,0.0006882345,0.567701],"genre_scores_gemma":[0.7149758,0.01549029,0.1776522,0.0007150094,0.0005085678,0.0007463523,0.0003042194,0.0003644222,0.08924304],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01082856,"threshold_uncertainty_score":0.03622514,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2595909229","doi":"","title":"Некоторые аспекты межгосударственного сотрудничества по оценке воздействия на окружающую среду в регионе НАФТА между США и Канадой","year":2015,"lang":"ru","type":"article","venue":"Социально-экономические явления и процессы","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","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":"Treaty; Legislation; International trade; Political science; Element (criminal law); Member states; Business; Law; European union","authors":[{"name":"Богданова Элла Юрьевна","is_ca":false},{"name":"Копылов Михаил Николаевич","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09627832085275752,"gpt":0.3679764248076893,"spread":0.2716981039549318,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001524729,0.0003554407,0.0003306769,0.001584881,0.001836613,0.005298026,0.0006107783,0.001220284,0.02594696],"category_scores_gemma":[0.002838463,0.0005722342,0.0005074778,0.001718194,0.003167314,0.002484178,0.001540933,0.001743591,0.008410969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00175437,"about_ca_system_score_gemma":0.003526457,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004330118,"about_ca_topic_score_gemma":0.005689437,"domain_scores_codex":[0.9976684,0.0004244557,0.000109114,0.0003871384,0.001198817,0.0002120453],"domain_scores_gemma":[0.9978215,0.0005512842,0.0002745845,0.0003651374,0.0008140016,0.0001736448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008417822,0.00009685972,0.002335666,0.0004217251,0.00002865424,0.0009407612,0.003240056,0.001551089,0.01712089,0.7899116,0.01290785,0.1713606],"study_design_scores_gemma":[0.000033824,0.00009850271,0.005235577,0.0002421329,0.00004199905,0.001128895,0.002465203,0.001619765,0.0123339,0.182004,0.7946903,0.0001058633],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06111592,0.01109472,0.1783339,0.007538255,0.001429101,0.0003211018,0.0009010514,0.0005280696,0.7387379],"genre_scores_gemma":[0.6387361,0.01081335,0.1375004,0.0008282393,0.0004833709,0.0005411886,0.0005578222,0.0004826619,0.2100569],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9956699,"threshold_uncertainty_score":0.08680129,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W32440598","doi":"10.1177/2470547019871369","title":"Электронная коммерция как способ интенсификации бизнес-процессов","year":2011,"lang":"ru","type":"article","venue":"Социально-экономические явления и процессы","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","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":"Institute of Neurosciences, Mental Health and Addiction","keywords":"Computer science","authors":[{"name":"М. В. Старцев","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3236433572190606,"gpt":0.4208498550416889,"spread":0.09720649782262825,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006402422,0.000208652,0.0002324722,0.0009562794,0.0006174124,0.00107931,0.0002571758,0.0004390305,0.01366493],"category_scores_gemma":[0.001230034,0.00028457,0.0002329854,0.0006254194,0.0006305481,0.0006061546,0.0004855044,0.0008099612,0.002492316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006307933,"about_ca_system_score_gemma":0.001083115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002671743,"about_ca_topic_score_gemma":0.004201168,"domain_scores_codex":[0.9995549,0.00005577225,0.00002445677,0.00007141193,0.0002322973,0.00006114072],"domain_scores_gemma":[0.9995078,0.0001339374,0.00009506765,0.00006238025,0.000150176,0.00005071159],"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":[0.0005169114,0.0001271971,0.003531256,0.0006039947,0.00005701237,0.001186828,0.0009789489,0.0008733889,0.5853642,0.06791685,0.005242223,0.3336012],"study_design_scores_gemma":[0.0001781418,0.0007591161,0.03072177,0.000267384,0.0001862523,0.00500425,0.001231267,0.003049873,0.4123135,0.03264104,0.5134239,0.0002236068],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5039272,0.04316882,0.1275339,0.006092616,0.002816985,0.0005920676,0.001699724,0.001081243,0.3130875],"genre_scores_gemma":[0.9179066,0.006834904,0.04230323,0.0002482705,0.000158838,0.0002815751,0.0002201378,0.000133686,0.03191272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01366493,"threshold_uncertainty_score":0.04571372,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2465655348","doi":"","title":"Развитие сельских территорий: Зарубежный опыт","year":2015,"lang":"ru","type":"article","venue":"Социально-экономические явления и процессы","topic":"Regional Socio-Economic Development Trends","field":"Social Sciences","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":"Modernization theory; Rural area; Agrarian society; State (computer science); Rural development; Economic growth; Geography; Rural settlement; Agricultural productivity; Rural management; Political science; Agriculture; Regional science; Economics; Computer science","authors":[{"name":"Морозова Наталия Сергеевна","is_ca":false},{"name":"Иванова Екатерина Викторовна","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1264900505744893,"gpt":0.338333413805388,"spread":0.2118433632308986,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009388434,0.0003403351,0.000227232,0.001097371,0.001927297,0.004100833,0.0003499095,0.0007992606,0.01034807],"category_scores_gemma":[0.001509933,0.0002662788,0.0002944115,0.001069307,0.003482062,0.001452581,0.001177746,0.002067089,0.00225587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002241102,"about_ca_system_score_gemma":0.003017837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005786693,"about_ca_topic_score_gemma":0.006337297,"domain_scores_codex":[0.9991143,0.0002570974,0.00003773616,0.0001327806,0.0003436409,0.0001144062],"domain_scores_gemma":[0.9995747,0.0001726766,0.00004167482,0.00005210769,0.000120313,0.00003840891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0000195266,0.00001308275,0.0002305051,0.00008791676,0.000003911589,0.0002704602,0.002894573,0.0002525157,0.0005674525,0.9368953,0.006980427,0.05178424],"study_design_scores_gemma":[0.000007134484,0.0000229403,0.001023331,0.0001575701,0.00001010425,0.0005100544,0.001514803,0.0003904953,0.0006853358,0.1657249,0.8299326,0.00002075347],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02119857,0.02955374,0.0368427,0.009142692,0.003116442,0.00009407155,0.0002011481,0.0001058827,0.8997447],"genre_scores_gemma":[0.7124119,0.02683204,0.03600922,0.001082502,0.001247817,0.0003182808,0.0001993009,0.0001690227,0.2217299],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01034807,"threshold_uncertainty_score":0.03461766,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}