{"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":"9cb6177c116f","filters":{"venue":"Management Issues"}},"results":[{"id":"W2530220948","doi":"","title":"Оценка стратегий и программ в системе государственного планирования Республики Казахстан","year":2014,"lang":"ru","type":"article","venue":"Management Issues","topic":"Healthcare, Law, Governance, and Management Studies","field":"Health Professions","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":"Government (linguistics); Novelty; Strategic planning; Political science; State (computer science); Identification (biology); Process (computing); Public administration; Business; Process management; Engineering management; Engineering; Computer science; Marketing; Psychology","authors":[{"name":"К. К. Нигметов","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04545088259493155,"gpt":0.4036388247737342,"spread":0.3581879421788027,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.004572499,0.001622357,0.002136907,0.000721132,0.004208829,0.0003071603,0.001930067,0.0007501709,0.004515215],"category_scores_gemma":[0.0006349917,0.00160989,0.0005619182,0.001178597,0.0005631343,0.0008126957,0.003048145,0.001371352,0.01141894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008052804,"about_ca_system_score_gemma":0.0001326852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004760047,"about_ca_topic_score_gemma":0.003369696,"domain_scores_codex":[0.9865547,0.002243268,0.002691422,0.002402655,0.002200606,0.003907283],"domain_scores_gemma":[0.9929351,0.0007060264,0.00200415,0.003030117,0.0004496557,0.0008749479],"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":[0.0001790875,0.0006523633,0.01723183,0.0101703,0.001196307,0.0001197644,0.009031919,0.00002685824,0.00000625544,0.2238926,0.6477394,0.08975327],"study_design_scores_gemma":[0.002776348,0.0003920877,0.05334899,0.002760797,0.0006664202,0.000001221457,0.01410689,0.000403614,0.00002125194,0.005912183,0.9181269,0.001483298],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02243908,0.0143209,0.007722286,0.07669733,0.01909331,0.00877706,0.0002362137,0.001883064,0.8488308],"genre_scores_gemma":[0.4178697,0.04823845,0.002641213,0.01832415,0.005821716,0.000967211,0.0001988113,0.0004110631,0.5055277],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3954306,"threshold_uncertainty_score":0.9996524,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W96517572","doi":"","title":"Проблематика темы «Арктика» в российских и зарубежных СМИ: управленческий аспект","year":2015,"lang":"ru","type":"article","venue":"Management Issues","topic":"Arctic and Russian Policy Studies","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":"Subject (documents); Mass media; Arctic; Newspaper; Geopolitics; Period (music); Political science; Novelty; Social media; Geography; Media studies; Sociology; Psychology; Computer science; Library science; Politics; Law; Geology; Social psychology","authors":[{"name":"Т. А. Ковригина","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07546856465933308,"gpt":0.3706328631409888,"spread":0.2951642984816557,"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":[0.00172217,0.000721452,0.000856119,0.0003457753,0.001340119,0.0003933237,0.001323857,0.0002958856,0.001267905],"category_scores_gemma":[0.0002163644,0.0006619972,0.0003212953,0.000880472,0.00124839,0.0006304706,0.001332168,0.0003741109,0.007952622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000431945,"about_ca_system_score_gemma":0.0001275909,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008203758,"about_ca_topic_score_gemma":0.001392413,"domain_scores_codex":[0.9942062,0.0005085703,0.0008013533,0.001063501,0.001741822,0.001678508],"domain_scores_gemma":[0.9976734,0.0001184134,0.0003648922,0.0009195433,0.0001945387,0.0007292405],"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":[0.00006124287,0.0003262747,0.00280386,0.0002257491,0.0007247426,0.0001656516,0.06336431,0.00002630762,8.692909e-7,0.1307587,0.7761512,0.02539106],"study_design_scores_gemma":[0.0009115454,0.0001921925,0.004817395,0.0002514121,0.0003525897,0.000001664183,0.08400078,0.00006462364,0.00001470721,0.01717548,0.8914297,0.0007878743],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00292524,0.01358266,0.0002036808,0.08905998,0.003068528,0.001193856,0.00003213858,0.0004639699,0.88947],"genre_scores_gemma":[0.495825,0.01530135,0.001901018,0.002459107,0.003284604,0.00009040186,0.00001743074,0.00008618952,0.4810349],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4928998,"threshold_uncertainty_score":0.99996,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}