{"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":"dbbe9b755269","filters":{"venue":"Aktualʹnye voprosy sovremennoj èkonomiki."}},"results":[{"id":"W4407773884","doi":"10.34755/irok.2021.71.41.015","title":"Зарубежный опыт развития системы социальной сферы","year":2021,"lang":"ru","type":"article","venue":"Aktualʹnye voprosy sovremennoj èkonomiki.","topic":"Central Asia Education and Culture","field":"Social Sciences","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":"Computer science","authors":[{"name":"С.М. Касымова","is_ca":false},{"name":"Б.И. Омошева","is_ca":false},{"name":"Ф.С. Парпиева","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02715960991314627,"gpt":0.3038485603819328,"spread":0.2766889504687865,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001220803,0.001009381,0.001110127,0.0001980869,0.002092357,0.001236752,0.00131463,0.0009525495,0.02818692],"category_scores_gemma":[0.0004657221,0.001076068,0.0007943477,0.002201666,0.0008121142,0.001002877,0.0004105621,0.001153564,0.007432028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001096107,"about_ca_system_score_gemma":0.003516796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001684228,"about_ca_topic_score_gemma":0.004245292,"domain_scores_codex":[0.9921714,0.000705494,0.001447267,0.001984561,0.001334145,0.002357152],"domain_scores_gemma":[0.9953819,0.0002206772,0.0006535969,0.001458375,0.0009454932,0.001339943],"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":[0.0001873635,0.00399365,0.01903852,0.0003806501,0.001062217,0.0002496986,0.1279956,0.0000419206,0.01068317,0.1542692,0.6202139,0.06188405],"study_design_scores_gemma":[0.001503572,0.0001246395,0.01063311,0.0001658157,0.0002638342,0.00003196678,0.06541288,0.00005949485,0.003527845,0.003118177,0.9137345,0.001424171],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.413544,0.01133005,0.0001064854,0.08069959,0.02018218,0.002328781,0.0003936981,0.0008328512,0.4705824],"genre_scores_gemma":[0.7740415,0.002667469,0.0008399975,0.006254302,0.006491854,0.0001476002,0.0003899557,0.0001568356,0.2090105],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3604975,"threshold_uncertainty_score":0.9998001,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406771198","doi":"10.34755/irok.2020.63.51.074","title":"Анализ внешнеэкономической деятельности Канады за 2018 год","year":2020,"lang":"ru","type":"article","venue":"Aktualʹnye voprosy sovremennoj èkonomiki.","topic":"Canadian Policy and Governance","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":"Chemistry","authors":[{"name":"Д.О. Яворовский","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05000564490666224,"gpt":0.2739499255647735,"spread":0.2239442806581113,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00121219,0.001229778,0.001436498,0.0002472247,0.001741464,0.000808972,0.002360697,0.0009493502,0.007450243],"category_scores_gemma":[0.0008414537,0.001438806,0.0007742962,0.002132447,0.00155278,0.001316763,0.0005309584,0.001331562,0.01179787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001114443,"about_ca_system_score_gemma":0.002462344,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08091144,"about_ca_topic_score_gemma":0.04514848,"domain_scores_codex":[0.9911261,0.0004999718,0.001679747,0.002220299,0.001445249,0.003028646],"domain_scores_gemma":[0.9941137,0.000377001,0.001050581,0.001333113,0.0002802635,0.002845335],"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":[0.0002671931,0.000280036,0.002935792,0.0002281393,0.0003853744,0.0001152273,0.03166059,0.00005866575,0.001291649,0.04959568,0.8956245,0.01755713],"study_design_scores_gemma":[0.002050801,0.0005767823,0.009768088,0.0001581842,0.000220597,0.000008721554,0.003564966,0.0005596189,0.0007784412,0.00206883,0.9783837,0.001861231],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2630034,0.009440781,0.0004143842,0.3741451,0.01020462,0.005463476,0.006285496,0.001253603,0.3297892],"genre_scores_gemma":[0.8698341,0.001839587,0.0004091363,0.0650308,0.01017802,0.0001300598,0.00007393582,0.0002539838,0.0522504],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6068307,"threshold_uncertainty_score":0.9995582,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}