{"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":"47d9760b30df","filters":{"venue":"Estudios de economía"}},"results":[{"id":"W4286644012","doi":"10.4067/s0718-52862022000100031","title":"Transitional dynamics and the evolution of information transparency: a global analysis","year":2022,"lang":"en","type":"article","venue":"Estudios de economía","topic":"Economic Growth and Development","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Convergence (economics); Economics; Quarter (Canadian coin); Transparency (behavior); Sample (material); Distribution (mathematics); Period (music); Situated; Demographic economics; Developing country; Development economics; Geography; Economic growth; Political science; Mathematics","authors":[{"name":"Andrew Williams","is_ca":false},{"name":"Tsun Se Cheong","is_ca":false},{"name":"Michal Wojewodzki","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003257901389142046,"gpt":0.1722933657211054,"spread":0.1690354643319634,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004860693,0.00005906172,0.0001528925,0.00006502014,0.000168191,0.00003192383,0.0002688091,0.00001468368,0.00002297881],"category_scores_gemma":[0.000004820962,0.00005395068,0.00007921978,0.0002967766,0.00004934318,0.0003345238,0.00008154431,0.00005287776,0.000002912733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005077671,"about_ca_system_score_gemma":0.0002042696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001170944,"about_ca_topic_score_gemma":0.000207231,"domain_scores_codex":[0.9993957,0.00005165533,0.0002680631,0.0001128974,0.00006210959,0.0001095817],"domain_scores_gemma":[0.9996532,0.00004495419,0.00010459,0.0001476958,0.00001636123,0.00003321084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002931845,0.00002007303,0.08251943,0.000005714009,0.0002312501,3.481609e-7,0.001603242,0.01695916,1.223474e-7,0.895128,0.0000596591,0.00344375],"study_design_scores_gemma":[0.000926867,0.00002281421,0.4676756,7.390379e-7,0.00006777905,0.00001464188,0.0004037642,0.5131901,0.000001419573,0.01748189,0.0001365769,0.00007781175],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3947267,0.0001439811,0.6004883,0.00202295,0.0001028024,0.0001250095,0.00005627749,0.00001995527,0.002314039],"genre_scores_gemma":[0.9964122,0.000008184502,0.003291945,0.0002094767,0.00000656063,0.00004950103,0.0000142377,8.859989e-7,0.000007001274],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.877646,"threshold_uncertainty_score":0.2200045,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390904513","doi":"10.4067/s0718-52862023000200309","title":"Exploring gender differences in labor markets from the perspective of the task based approach","year":2023,"lang":"en","type":"article","venue":"Estudios de economía","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Universidad Nacional de La Plata; Consejo Nacional de Investigaciones Científicas y Técnicas; International Development Research Centre","keywords":"Microdata (statistics); Latin Americans; Demographic economics; Wage; Perspective (graphical); Task (project management); Labour economics; Gender gap; Economics; Psychology; Political science; Demography; Sociology; Census; Population","authors":[{"name":"Irene Brambilla","is_ca":false},{"name":"Andrés César","is_ca":false},{"name":"Guillermo Falcone","is_ca":false},{"name":"Leonardo Gasparini","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.386073928264166,"gpt":0.3652129305566736,"spread":0.02086099770749233,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001103378,0.00009385966,0.0001696753,0.00002873571,0.000287099,0.00004038464,0.0004440791,0.00003696646,0.00008772112],"category_scores_gemma":[0.0003227972,0.00006029802,0.00008841101,0.0003006124,0.0003073773,0.0001119251,0.0001006225,0.0001099409,0.00001681432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003333397,"about_ca_system_score_gemma":0.000163212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006007715,"about_ca_topic_score_gemma":0.004413655,"domain_scores_codex":[0.9986923,0.0004159386,0.0001905945,0.0002586622,0.0001657834,0.0002766802],"domain_scores_gemma":[0.9990542,0.0005247807,0.00007715674,0.0002722406,0.00003033051,0.00004130177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001228344,0.00007490253,0.9381111,0.000006508806,0.00003523023,3.175994e-7,0.05257778,0.0000792095,0.000008013627,0.008465476,0.0004106053,0.0002185449],"study_design_scores_gemma":[0.0001938928,0.00000698735,0.9036067,0.00001052722,0.0000104414,1.634751e-8,0.0916065,0.0002579053,0.00003050681,0.003750303,0.0004563146,0.00006987],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827709,0.00009378199,0.000007196509,0.003812102,0.0003540067,0.0003922896,0.00002029731,0.00003001051,0.01251944],"genre_scores_gemma":[0.9991888,0.0001667443,0.00003288118,0.0001432069,0.0001726062,0.0001868628,0.000001294905,0.000007351837,0.000100283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03902872,"threshold_uncertainty_score":0.9081908,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}