{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"0551d5dae738","filters":{"venue":"Russian Journal of Education and Psychology"}},"results":[{"id":"W3173304385","doi":"10.12731/2658-4034-2021-12-2-53-67","title":"ЛИЧНОСТНЫЕ И КОММУНИКАТИВНЫЕ АСПЕКТЫ ПРОЯВЛЕНИЯ АЛЕКСИТИМИИ","year":2021,"lang":"ru","type":"article","venue":"Russian Journal of Education and Psychology","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Psychology; Alexithymia; Social psychology","authors":[{"name":"Maria S. Kosinova","is_ca":false},{"name":"Nadezhda Sergeevna Zubareva","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0223310654878596,"gpt":0.3680288912739199,"spread":0.3456978257860602,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003956172,0.0003286877,0.0007483133,0.0003497509,0.0001392288,0.00007687684,0.0001867045,0.0002871404,0.004732475],"category_scores_gemma":[0.0001503443,0.0002781457,0.0002634836,0.0004113129,0.0001869914,0.000163003,0.00002579668,0.0005119021,0.00022458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006997346,"about_ca_system_score_gemma":0.0013042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007073249,"about_ca_topic_score_gemma":0.00000472267,"domain_scores_codex":[0.9975632,0.0003030381,0.0010428,0.0003829786,0.0002930443,0.0004149819],"domain_scores_gemma":[0.9976743,0.0001099978,0.0007794913,0.0005152779,0.0002787211,0.0006422087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001401279,0.02351722,0.1488873,0.0009055903,0.003870167,0.001301876,0.01796916,0.000001192329,0.001598952,0.0397458,0.2873977,0.4734038],"study_design_scores_gemma":[0.01137339,0.002359206,0.4618849,0.003667162,0.001129013,0.01829093,0.0111297,0.00001367403,0.0002197083,0.03310175,0.4562377,0.0005927847],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4925841,0.1062192,0.0007738348,0.09534389,0.02097286,0.0003558781,0.00002554733,0.00001941322,0.2837053],"genre_scores_gemma":[0.9545414,0.01512321,0.002476706,0.01096108,0.001693612,0.000007318753,0.00003394836,0.0000548239,0.0151079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.472811,"threshold_uncertainty_score":0.9999671,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W23672480","doi":"10.1080/17441692.2013.791335","title":"Влияние социальной активности на функционирование политической системы: различия между клановым исламским и западным индивидуалистическим обществами","year":2012,"lang":"en","type":"article","venue":"Russian Journal of Education and Psychology","topic":"Sociopolitical Dynamics in Russia","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":"Clan; Politics; Sociology; Political system; Typology; Institution; Political science; Political economy; Economic system; Positive economics; Social science; Law; Economics; Democracy; Anthropology","authors":[{"name":"Семенов Виталий Андреевич","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03807486398331743,"gpt":0.4551693489777756,"spread":0.4170944849944582,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002511982,0.000317947,0.0005506042,0.0004519938,0.0006850032,0.0001448492,0.0006630318,0.0005120039,0.002259916],"category_scores_gemma":[0.0007427231,0.0002946464,0.0002510418,0.0005287105,0.001031344,0.0007186712,0.00005465342,0.0008967626,0.0002455454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002837738,"about_ca_system_score_gemma":0.0008904311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001794376,"about_ca_topic_score_gemma":0.00007849182,"domain_scores_codex":[0.9961197,0.0008931721,0.0009764173,0.0003364034,0.0005950589,0.001079275],"domain_scores_gemma":[0.9968314,0.0004657092,0.0007309378,0.0004327525,0.0002431396,0.001296115],"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":[0.0000809043,0.001026823,0.06651206,0.00003111102,0.0001268861,0.000008660463,0.02736281,0.000001040667,0.00007758381,0.8352024,0.02672407,0.04284569],"study_design_scores_gemma":[0.001439793,0.0003312973,0.3664695,0.0001398919,0.0001914045,0.000511106,0.02512328,0.000010444,0.00002719017,0.1184155,0.486635,0.0007055762],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4004736,0.007706994,0.001588564,0.0599252,0.02040761,0.0004610871,0.00001925632,0.00009958011,0.5093181],"genre_scores_gemma":[0.9806998,0.00124505,0.003510476,0.005387965,0.004882176,0.00001215364,0.000008400588,0.00004706177,0.00420688],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7167869,"threshold_uncertainty_score":0.9999506,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1180453159","doi":"","title":"Отношение к природным ресурсам как показатель экологического сознания","year":2012,"lang":"ru","type":"article","venue":"Russian Journal of Education and Psychology","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":"Legislation; Agriculture; Population; Quarter (Canadian coin); Geography; Work (physics); Rural area; Socioeconomics; Political science; Business; Environmental protection; Sociology; Law; Engineering; Demography; Archaeology","authors":[{"name":"Галина Сергеевна Широкалова","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04464354711014871,"gpt":0.4005047278193534,"spread":0.3558611807092047,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002055404,0.0002907678,0.0005255774,0.0004345784,0.0004818862,0.0001236635,0.0004971582,0.000416347,0.003731169],"category_scores_gemma":[0.0001273724,0.0002758751,0.0002245466,0.000403658,0.0006304249,0.0007409537,0.00003844777,0.0006029793,0.0003743373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002654112,"about_ca_system_score_gemma":0.001216133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004953872,"about_ca_topic_score_gemma":0.00001952377,"domain_scores_codex":[0.9970431,0.0006113648,0.001010963,0.0002884311,0.0003369719,0.0007091974],"domain_scores_gemma":[0.9973244,0.0002132719,0.001188738,0.0002396452,0.0001446086,0.0008893526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001418149,0.001923047,0.1954997,0.00004492045,0.000410376,0.000006814971,0.07215492,7.502716e-7,0.00005849645,0.1065179,0.3344543,0.288787],"study_design_scores_gemma":[0.0004947212,0.0001012039,0.4196747,0.00007464275,0.00006046106,0.0002275412,0.006057135,4.739837e-7,0.000003399,0.00340616,0.5696818,0.0002178133],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4642299,0.0271645,0.0001791327,0.1073989,0.03504753,0.000233082,0.000008239021,0.00002205072,0.3657166],"genre_scores_gemma":[0.9632384,0.008102568,0.001267569,0.004990298,0.005163258,0.000006940699,0.000006853004,0.00002988426,0.01719428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4990084,"threshold_uncertainty_score":0.9999694,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}