{"meta":{"query_hash":"10d31a822aad","filters":{"venue":"PARADIGM OF KNOWLEDGE"},"cohort_total":1,"direct_labels_cover":0,"predictions_cover":1,"exported":1,"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/10d31a822aad","api":"https://metacan.xera.ac/api/v1/cohort?venue=PARADIGM+OF+KNOWLEDGE"},"results":[{"id":"W4389569232","doi":"10.26886/2520-7474.2(56)2023.5","title":"СOMPARATIVE ANALYSISOF THE EFFICIENCY OF FOREIGN LANGUAGE TRAINING OF UKRAINIAN ARMED FORCES OFFICERS AT HIGHER MILITARY EDUCATIONAL INSTITUTIONS","year":2023,"lang":"en","type":"article","venue":"PARADIGM OF KNOWLEDGE","topic":"Military, Security, and Education Studies","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; Foreign language; Training (meteorology); Political science; Professional development; Pedagogy; Public relations; Sociology; Linguistics","score_opus":0.09387869446866608,"score_gpt":0.38640892693771883,"score_spread":0.29253023246905274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389569232","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":[0.86032563,0.009160951,0.00001204408,0.0017249886,0.00043716026,0.00026490926,0.00006679011,0.000023728575,0.1279838],"genre_scores_gemma":[0.9960918,0.00020506869,0.000047844573,0.000017925486,0.0001998217,0.00004321557,0.000037900096,0.000005769727,0.0033506996],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9985213,0.00022884693,0.00045318756,0.00020377593,0.0003229819,0.00026990758],"domain_scores_gemma":[0.9982877,0.001008079,0.00018277939,0.00022864433,0.00021294733,0.00007986622],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008550141,0.000119408694,0.0003413568,0.00023409486,0.0005574712,0.0000036107922,0.00035335732,0.000054294967,0.00037472814],"category_scores_gemma":[0.00043486163,0.000093441646,0.00019075378,0.0014025607,0.0015631481,0.00010055603,0.000058707625,0.00007364229,0.0000410764],"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":[0.000021591997,0.00024443294,0.004481019,0.00007054197,0.00017597039,1.5897308e-7,0.8881608,0.00031778144,0.00012610591,0.09966052,0.006435798,0.00030525532],"study_design_scores_gemma":[0.0009463697,0.00018777812,0.25277296,0.00020645978,0.000390911,9.4247923e-7,0.6579882,0.00060754106,0.00071426923,0.009039781,0.07662049,0.0005242901],"about_ca_topic_score_codex":0.0017917607,"about_ca_topic_score_gemma":0.006723471,"teacher_disagreement_score":0.24829194,"about_ca_system_score_codex":0.00008594347,"about_ca_system_score_gemma":0.00091052434,"threshold_uncertainty_score":0.5759484},"labels":[],"label_agreement":null}]}