{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"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":"0335369ef762","filters":{"venue":"Региональные проблемы преобразования экономики"}},"results":[{"id":"W4385781620","doi":"10.26726/1812-7096-2023-3-134-144","title":"ОСОБЕННОСТИ СТИМУЛИРОВАНИЯ ТРУДОВОЙ ДЕЯТЕЛЬНОСТИ персонала предприятий в России и за рубежом","year":2023,"lang":"ru","type":"article","venue":"Региональные проблемы преобразования экономики","topic":"Socioeconomic and Demographic Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Universität Zürich; York University; Harvard University; California Institute of Technology; Princeton University","keywords":"Political science","authors":[{"name":"Svetlana Kirilchuk","is_ca":false},{"name":"Екатерина Владимировна Наливайченко","is_ca":false},{"name":"Артем Сергеевич Стрельбицкий","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01132926537123464,"gpt":0.2287398438424701,"spread":0.2174105784712355,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003305147,0.0009187554,0.0006699938,0.002778691,0.003747738,0.01339054,0.001483562,0.002757982,0.03950963],"category_scores_gemma":[0.009832934,0.0009047359,0.001043415,0.002518955,0.008359897,0.007670883,0.004147908,0.003702346,0.01249212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005271628,"about_ca_system_score_gemma":0.009854024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009106203,"about_ca_topic_score_gemma":0.007094664,"domain_scores_codex":[0.9939497,0.001636249,0.0003397866,0.001104882,0.002420894,0.0005484346],"domain_scores_gemma":[0.9948263,0.001440543,0.0005673044,0.0008755033,0.001806383,0.0004839505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00005378024,0.00004619239,0.001762738,0.0003004385,0.00003961828,0.0003210827,0.00347241,0.001046009,0.002509989,0.9349391,0.009376218,0.04613236],"study_design_scores_gemma":[0.00004052517,0.0000633189,0.004311098,0.0004550162,0.00006595057,0.0005969978,0.005650227,0.00185318,0.003609881,0.446624,0.5366165,0.0001132413],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03001385,0.007696341,0.1095928,0.01724267,0.001183123,0.0002587825,0.0009782682,0.0005239094,0.8325104],"genre_scores_gemma":[0.6299853,0.01210782,0.1157232,0.002854552,0.0008541101,0.0009803848,0.001093344,0.0007929454,0.2356084],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03950963,"threshold_uncertainty_score":0.1321729,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}