{"meta":{"query_hash":"6de26645efb4","filters":{"venue":"State and Regions Series Social Communications"},"cohort_total":6,"direct_labels_cover":0,"predictions_cover":6,"exported":6,"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/6de26645efb4","api":"https://metacan.xera.ac/api/v1/cohort?venue=State+and+Regions+Series+Social+Communications"},"results":[{"id":"W3211421241","doi":"10.32840/cpu2219-8741/2021.3(47).1","title":"УКРАЇНСЬКО-КАНАДСЬКИЙ ЧАСОПИС «НОВИЙ ШЛЯХ»: ПЕРІОД СТАНОВЛЕННЯ ТА РОЗБУДОВИ (1930–1941)","year":2021,"lang":"uk","type":"article","venue":"State and Regions Series Social Communications","topic":"Diverse Scientific Research in Ukraine","field":"Environmental Science","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":"Politics; Ideology; Political science; Law","score_opus":0.06727463517709638,"score_gpt":0.3196744623809054,"score_spread":0.25239982720380905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3211421241","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.058320187,0.010267046,0.00046256714,0.20757538,0.0022442546,0.0019216489,0.0031051915,0.0003463625,0.71575737],"genre_scores_gemma":[0.59741706,0.06352257,0.0059591574,0.0007822567,0.000244723,0.00015122083,0.0006853811,0.000111515204,0.33112612],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.994889,0.0011931381,0.00075877394,0.0009823164,0.0010102321,0.001166519],"domain_scores_gemma":[0.9953235,0.00038724346,0.00032268747,0.0031123376,0.00028543902,0.00056879397],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.001016311,0.00048264515,0.0005694375,0.00016131895,0.005938909,0.0009047782,0.0023112427,0.0002776503,0.004066617],"category_scores_gemma":[0.00035545925,0.0005147653,0.00031608067,0.0019266637,0.008382468,0.0012086777,0.005633238,0.0010229605,0.0018835381],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022271911,0.0029739283,0.0036358587,0.00036265815,0.0010690251,0.0003589858,0.11654524,0.0001083042,0.015340271,0.20715001,0.58367777,0.068555236],"study_design_scores_gemma":[0.00070728624,0.00014308386,0.0072980765,0.00009742757,0.00012790765,0.00006920244,0.023207566,0.00028493087,0.00046954717,0.02317932,0.94368345,0.0007322344],"about_ca_topic_score_codex":0.0015747538,"about_ca_topic_score_gemma":0.0067031616,"teacher_disagreement_score":0.53909683,"about_ca_system_score_codex":0.0004408313,"about_ca_system_score_gemma":0.00066831574,"threshold_uncertainty_score":0.9997304},"labels":[],"label_agreement":null},{"id":"W4220763600","doi":"10.32840/cpu2219-8741/2021.4(48).4","title":"ЕКСПЛІКАЦІЯ НАЦІОНАЛЬНОЇ ІДЕНТИЧНОСТІ УКРАЇНСЬКОЇ ГРОМАДИ У ВІДЧИТАХ НА РАДІО ПІВНІЧНОЇ АМЕРИКИ У 1933 Р.","year":2022,"lang":"uk","type":"article","venue":"State and Regions Series Social Communications","topic":"Central European and Russian historical studies","field":"Social Sciences","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":"Conversation; Politics; Homeland; Radio program; Political science; Humanities; Sociology; Media studies; Philosophy; Linguistics; Law","score_opus":0.05891201398112181,"score_gpt":0.2981872171006885,"score_spread":0.2392752031195667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220763600","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007055815,0.065653205,0.000087799795,0.18868569,0.0030144528,0.0018179903,0.0016716578,0.0005231603,0.73149025],"genre_scores_gemma":[0.5559676,0.27941498,0.00064781506,0.0014532584,0.0007719307,0.00027267486,0.00026259056,0.00013186081,0.16107725],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99422014,0.002271714,0.0008602911,0.0006907998,0.00081347674,0.0011435748],"domain_scores_gemma":[0.9971122,0.00041316816,0.0005303018,0.0012933584,0.00021690105,0.0004340487],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.00082027353,0.0005209765,0.00073093316,0.00019142836,0.027952947,0.00031127414,0.0021457744,0.00016255926,0.001130267],"category_scores_gemma":[0.00012934221,0.00054846046,0.00043605,0.0017851655,0.0051894863,0.00046373726,0.0035322623,0.0014186787,0.00017443573],"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":[0.0001497394,0.0007695003,0.00046289395,0.00006006829,0.00037967606,0.000031018568,0.13592036,0.0000076099677,0.000031575622,0.6767689,0.17079827,0.01462039],"study_design_scores_gemma":[0.00048671546,0.00023057118,0.0020723653,0.00002436907,0.0001803274,0.000014340213,0.06826227,0.000019932564,0.0000011392196,0.015389478,0.91266304,0.0006554365],"about_ca_topic_score_codex":0.004783367,"about_ca_topic_score_gemma":0.0067274985,"teacher_disagreement_score":0.7418648,"about_ca_system_score_codex":0.0009405058,"about_ca_system_score_gemma":0.0006961131,"threshold_uncertainty_score":0.99978286},"labels":[],"label_agreement":null},{"id":"W4220801338","doi":"10.32840/cpu2219-8741/2021.4(48).10","title":"ІНТЕРНЕТ-МЕМ ЯК СКЛАДНИК МЕДІАРЕАЛЬНОСТІ","year":2022,"lang":"en","type":"article","venue":"State and Regions Series Social Communications","topic":"Discourse Analysis and Cultural Communication","field":"Social Sciences","cited_by":1,"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":"Ukrainian; Phenomenon; Sociology; Philosophy; Epistemology; Linguistics","score_opus":0.06565760877333833,"score_gpt":0.35431842337954855,"score_spread":0.28866081460621024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220801338","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0391549,0.0069608213,0.00012352118,0.3150485,0.00021713506,0.00068131206,0.0001717575,0.00028745664,0.6373546],"genre_scores_gemma":[0.9574632,0.011194216,0.0004245606,0.00047147553,0.00006202991,0.00018028196,0.00017089321,0.000013875408,0.030019468],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980075,0.0009989415,0.000242282,0.00016960748,0.00031260337,0.0002690852],"domain_scores_gemma":[0.9986958,0.000100225625,0.00016630992,0.00080391066,0.00014445608,0.00008930121],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00059144467,0.00011209256,0.00017780249,0.000079176854,0.013557407,0.00016355104,0.0011506648,0.000036194415,0.00037418655],"category_scores_gemma":[0.000041419717,0.000114752525,0.00012167621,0.00071414956,0.0012501641,0.0004064685,0.0008895305,0.00036089108,0.000021143176],"study_design_candidate":"theoretical_or_conceptual","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":[0.000013405645,0.00013793838,0.00023638536,0.000003179471,0.00007426002,9.0537947e-7,0.06998134,0.0000057951197,0.00006538212,0.90832657,0.01310696,0.008047907],"study_design_scores_gemma":[0.00010197158,0.000028527196,0.0006149377,0.0000030254048,0.000047054196,0.0000025399572,0.13968372,0.000014562363,0.000002151402,0.03134859,0.82799876,0.00015414372],"about_ca_topic_score_codex":0.0027713568,"about_ca_topic_score_gemma":0.0140680075,"teacher_disagreement_score":0.9183083,"about_ca_system_score_codex":0.00012542271,"about_ca_system_score_gemma":0.00018637716,"threshold_uncertainty_score":0.9877268},"labels":[],"label_agreement":null},{"id":"W4220994047","doi":"10.32840/cpu2219-8741/2021.4(48).9","title":"САТИРИЧНО-ГУМОРИСТИЧНІ ТЕКСТИ УКРАЇНСЬКОЇ БЛОГОСФЕРИ ЯК ІНСТРУМЕНТ ВІДТВОРЕННЯ ДІЙСНОСТІ","year":2022,"lang":"en","type":"article","venue":"State and Regions Series Social Communications","topic":"Discourse Analysis and Cultural Communication","field":"Social Sciences","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":"Blogosphere; Representation (politics); Interpretation (philosophy); Social reality; Politics; Sociology; Political science; Computer science; Linguistics; Social science; Philosophy; World Wide Web; Law; The Internet","score_opus":0.06565760877333833,"score_gpt":0.35431842337954855,"score_spread":0.28866081460621024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220994047","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10868912,0.008016466,0.00015967897,0.304706,0.00037105658,0.0011702969,0.00035537218,0.00048609663,0.57604593],"genre_scores_gemma":[0.945142,0.015317882,0.00049173704,0.00064727373,0.00010804606,0.0002816276,0.00031465432,0.000025636102,0.037671197],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969598,0.0014457053,0.00039962656,0.0002809699,0.0004786832,0.00043522374],"domain_scores_gemma":[0.9979701,0.00016595729,0.000270685,0.0012107226,0.00023234864,0.00015021063],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00085265574,0.00019413962,0.00029595805,0.00012942869,0.016021373,0.00026042602,0.0017373908,0.00008082864,0.00053716026],"category_scores_gemma":[0.000071451395,0.00019969394,0.00020798754,0.001043326,0.0017214892,0.00064059853,0.0013211197,0.00056547765,0.00003776098],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031019237,0.00028527595,0.0003789273,0.000007718869,0.00016157822,0.0000019459696,0.08910742,0.00001614861,0.00020333462,0.87115246,0.0252431,0.013411081],"study_design_scores_gemma":[0.0001833036,0.000053460466,0.0009653383,0.0000065713884,0.00009179622,0.000004092259,0.15016405,0.00003208557,0.0000057789566,0.032323506,0.81589395,0.00027608083],"about_ca_topic_score_codex":0.0041849683,"about_ca_topic_score_gemma":0.025489183,"teacher_disagreement_score":0.838829,"about_ca_system_score_codex":0.00020967331,"about_ca_system_score_gemma":0.0003420616,"threshold_uncertainty_score":0.9922931},"labels":[],"label_agreement":null},{"id":"W4221058381","doi":"10.32840/cpu2219-8741/2022.1(49).11","title":"ПЕРЕПИС НАСЕЛЕННЯ ЯК УНІКАЛЬНИЙ ІНСТРУМЕНТ ІНФОРМАЦІЙНОГО ЗАБЕЗПЕЧЕННЯ УПРАВЛІНСЬКОЇ ДІЯЛЬНОСТІ","year":2022,"lang":"uk","type":"article","venue":"State and Regions Series Social Communications","topic":"Economic Issues in Ukraine","field":"Economics, Econometrics and Finance","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":"Census; Population; Ukrainian; Geography; Statistics; Mathematics; Demography; Sociology","score_opus":0.07013016242550923,"score_gpt":0.2657843593800912,"score_spread":0.19565419695458197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221058381","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08900076,0.08204296,0.0004650719,0.14203374,0.0038401186,0.002423741,0.011992805,0.00041912554,0.66778165],"genre_scores_gemma":[0.86809,0.04726419,0.0019285796,0.0018224114,0.0004067686,0.0005491891,0.00082503515,0.0001844704,0.07892938],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956516,0.0004979948,0.0017440094,0.0009735559,0.00013600338,0.0009968141],"domain_scores_gemma":[0.9949618,0.00039506177,0.0012586103,0.0029857303,0.0001350993,0.00026367448],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012611032,0.00060428365,0.0011701541,0.000570685,0.007928324,0.00038989334,0.002568883,0.00026580226,0.0016776599],"category_scores_gemma":[0.00013371526,0.0008688478,0.00043738258,0.0010598409,0.0023479695,0.0007466684,0.0042518373,0.0015588476,0.0005773416],"study_design_candidate":"theoretical_or_conceptual","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":[0.000104141654,0.00057950476,0.0016553985,0.00010190115,0.0005652946,0.000009825763,0.062439892,0.00011460877,0.000011002691,0.9048242,0.027293872,0.0023003547],"study_design_scores_gemma":[0.00096708315,0.00026015757,0.0015847869,0.000020789737,0.00007938567,0.00004648272,0.010119421,0.00045904313,0.000004564226,0.13616984,0.849404,0.00088450086],"about_ca_topic_score_codex":0.0012696288,"about_ca_topic_score_gemma":0.0014932146,"teacher_disagreement_score":0.82211006,"about_ca_system_score_codex":0.00077091524,"about_ca_system_score_gemma":0.00033748566,"threshold_uncertainty_score":0.99937624},"labels":[],"label_agreement":null},{"id":"W4414879262","doi":"10.32840/cpu2219-8741/2025.2(62).8","title":"Films about the Holodomor in the Struggle of Media Narratives: the Emotional Way of Experiencing Trauma","year":2025,"lang":"en","type":"article","venue":"State and Regions Series Social Communications","topic":"Memory, Trauma, and Commemoration","field":"Psychology","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":"Narrative; Ukrainian; Movie theater; Ideology; Consciousness; Simulacrum; National consciousness; Feature film","score_opus":0.07156486106249403,"score_gpt":0.3538330701887753,"score_spread":0.28226820912628126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414879262","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9005002,0.002816749,0.0002755751,0.043223318,0.00021316609,0.00053476787,0.00008925465,0.0000143751395,0.052332588],"genre_scores_gemma":[0.99822265,0.00040722033,0.00013776349,0.0002466274,0.000023342476,0.00016057448,0.000040567014,0.0000054430097,0.00075581257],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99841994,0.0008808915,0.00034681638,0.00010508927,0.00011981104,0.00012747436],"domain_scores_gemma":[0.99823093,0.00070207095,0.00017066894,0.00077771343,0.000106918684,0.000011722598],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049705576,0.00009216956,0.00015645461,0.00005968639,0.0010362309,0.000023459002,0.0008072111,0.0000577949,0.000068192625],"category_scores_gemma":[0.000045963137,0.000051535073,0.00006927067,0.00046034815,0.0014173135,0.000088191075,0.00010204354,0.00026690707,0.0000013658016],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041590352,0.00013340387,0.00020385666,0.000010659728,0.000051981322,2.2306499e-7,0.6333386,0.000004016103,0.00014851561,0.3563115,0.006007626,0.0037480616],"study_design_scores_gemma":[0.00040146857,0.000052411517,0.06893377,0.000039109196,0.0000253057,0.000004672762,0.8886997,0.000026543768,0.00011511737,0.03207567,0.009549614,0.0000766311],"about_ca_topic_score_codex":0.00026756962,"about_ca_topic_score_gemma":0.002954293,"teacher_disagreement_score":0.32423586,"about_ca_system_score_codex":0.000011287478,"about_ca_system_score_gemma":0.00006455988,"threshold_uncertainty_score":0.7969955},"labels":[],"label_agreement":null}]}