{"meta":{"query_hash":"757ce51e70bf","filters":{"venue":"NaUKMA Research Papers Sociology"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"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/757ce51e70bf","api":"https://metacan.xera.ac/api/v1/cohort?venue=NaUKMA+Research+Papers+Sociology"},"results":[{"id":"W4389222927","doi":"10.18523/2617-9067.2023.6.39-49","title":"Organizational adaptation to a disruption caused by the full-scale russian invasion of Ukraine","year":2023,"lang":"en","type":"article","venue":"NaUKMA Research Papers Sociology","topic":"Environmental and Biological Research in Conflict Zones","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":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Typology; Ukrainian; Adaptation (eye); Scale (ratio); Natural disaster; Political science; Work (physics); Geography; Psychology; Engineering; Archaeology","score_opus":0.07462704289604179,"score_gpt":0.3485174396465001,"score_spread":0.27389039675045834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389222927","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":[0.9976546,0.00007358818,0.0001018574,0.00016805831,0.000003935446,0.0000040936134,0.000006674211,0.0000018753104,0.0019853495],"genre_scores_gemma":[0.99974066,0.000054858265,0.0000245324,0.00002079155,0.0000012823547,0.0000029288155,0.000004883545,6.298132e-7,0.00014938482],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99877733,0.00073881465,0.000037383947,0.00008677062,0.00011294704,0.00024670843],"domain_scores_gemma":[0.9986406,0.00048238967,0.0004513736,0.0001324741,0.00011556293,0.00017749798],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011835587,0.00013332258,0.00019764411,0.00054071075,0.002197062,0.0018038042,0.00037896112,0.00033946824,0.00078927417],"category_scores_gemma":[0.0021851594,0.000090319314,0.0001380324,0.0005772207,0.0031404062,0.000663384,0.0030019458,0.00044814878,0.00007959623],"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":[0.00018164702,0.00013691915,0.21073338,0.00021289411,0.00007919332,0.0029856479,0.74702454,0.0019727005,0.005171914,0.007634909,0.0010377062,0.022828631],"study_design_scores_gemma":[0.0000053715758,0.00009090853,0.21680759,0.00006390257,0.000012549007,0.00034940965,0.7724577,0.00034237493,0.0006059658,0.00083776977,0.008411843,0.000014717352],"about_ca_topic_score_codex":0.008484834,"about_ca_topic_score_gemma":0.012334996,"teacher_disagreement_score":0.008484834,"about_ca_system_score_codex":0.0020167169,"about_ca_system_score_gemma":0.0016629685,"threshold_uncertainty_score":0.016870916},"labels":[],"label_agreement":null},{"id":"W4404114255","doi":"10.18523/2617-9067.2024.7.29-43","title":"The attitude of Ukrainian society toward equal rights and opportunities in the military sphere","year":2024,"lang":"en","type":"article","venue":"NaUKMA Research Papers Sociology","topic":"Global Peace and Security Dynamics","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":"Ukrainian; Political science; Philosophy","score_opus":0.15163287914337273,"score_gpt":0.433030025504331,"score_spread":0.28139714636095825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404114255","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":[0.98850536,0.0006163204,0.0001158362,0.0015239639,0.000019052854,0.000004610619,0.000013727091,0.0000033024698,0.009197798],"genre_scores_gemma":[0.99891543,0.0002753313,0.000028340519,0.00019174261,0.0000057241855,0.0000014355955,0.000005797861,0.0000011688596,0.00057506136],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99793786,0.0008142371,0.000105420615,0.0001929079,0.0004063926,0.00054321595],"domain_scores_gemma":[0.99848217,0.0003197032,0.0005847511,0.00009345529,0.0002502723,0.00026957857],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001953139,0.0001983099,0.00025528157,0.0009608014,0.004429751,0.0034606531,0.00036768577,0.00063929806,0.0016493489],"category_scores_gemma":[0.0025496315,0.000120845034,0.00017696133,0.00099305,0.005651984,0.0016017891,0.002785985,0.0009576137,0.00019011307],"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":[0.000094037525,0.00010258326,0.24042043,0.00016919458,0.00007534705,0.0015835002,0.674195,0.00047451913,0.0031821087,0.023197912,0.0016301816,0.054875128],"study_design_scores_gemma":[0.000005957412,0.00013778574,0.34582463,0.00021351788,0.00002490058,0.000762927,0.5980853,0.00026235462,0.000851215,0.0025925965,0.051183425,0.000055425622],"about_ca_topic_score_codex":0.027549632,"about_ca_topic_score_gemma":0.0245195,"teacher_disagreement_score":0.027549632,"about_ca_system_score_codex":0.0038670043,"about_ca_system_score_gemma":0.00338265,"threshold_uncertainty_score":0.054778516},"labels":[],"label_agreement":null},{"id":"W7141312834","doi":"10.18523/2617-9067.2025.8.117-125","title":"LGBT-Military in Ukraine during Russia’s War against Ukraine: Tendencies in Social Attitudes and Perspectives for Implementation of Anti-Discrimination Policies in the Army of Ukraine","year":2025,"lang":"","type":"article","venue":"NaUKMA Research Papers Sociology","topic":"LGBTQ Health, Identity, and Policy","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":"Ukrainian; Visibility; Relevance (law); Institution; Military personnel; Social change; Face (sociological concept); Mobilization; Military operation","score_opus":0.09366249528306284,"score_gpt":0.4976318326676624,"score_spread":0.4039693373845996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7141312834","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":[0.9969517,0.00026907452,0.00003504425,0.0006467325,0.000011708165,0.000004334704,0.000011507525,0.0000012697384,0.0020684567],"genre_scores_gemma":[0.99869436,0.00032629955,0.00003378247,0.00018455749,0.000004640567,0.0000046863306,0.000015003352,0.0000018812775,0.000734789],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9992418,0.0003040323,0.00003972094,0.00006171585,0.0000990443,0.0002538297],"domain_scores_gemma":[0.9992919,0.00017596148,0.00024178399,0.00002301593,0.00008730585,0.00018000533],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009098051,0.00015379289,0.00023963455,0.0005401972,0.0044309413,0.0023341274,0.00034900827,0.0005587504,0.001358953],"category_scores_gemma":[0.0013735822,0.00017005375,0.00016923687,0.00063524937,0.0019454234,0.0010590057,0.001864407,0.0012030476,0.00015718307],"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":[0.00003061838,0.000056835346,0.16197298,0.0001101243,0.000014876552,0.0010261895,0.81958824,0.000049841692,0.0011192046,0.0032360128,0.0007240486,0.012071006],"study_design_scores_gemma":[0.0000012869441,0.000024252975,0.13187306,0.00008570893,0.000006094032,0.00024353601,0.8611813,0.000040721316,0.00019225676,0.00016917934,0.006172724,0.000009908595],"about_ca_topic_score_codex":0.038002715,"about_ca_topic_score_gemma":0.05645145,"teacher_disagreement_score":0.038002715,"about_ca_system_score_codex":0.0020838282,"about_ca_system_score_gemma":0.002679683,"threshold_uncertainty_score":0.07556307},"labels":[],"label_agreement":null}]}