{"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":"160de5bafd97","filters":{"venue":"Socialium"}},"results":[{"id":"W3197224618","doi":"10.26490/uncp.sl.2021.5.2.881","title":"Impacto del programa juntos en las necesidades básicas insatisfechas, pobreza, salud y educación en los beneficiarios de la región Junín","year":2021,"lang":"es","type":"article","venue":"Socialium","topic":"Income, Poverty, and Inequality","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"Political science; Humanities; Philosophy","authors":[{"name":"Eugenia Fabián Árias","is_ca":true},{"name":"Juan Carlos Pérez Ticse","is_ca":false},{"name":"Edith Rosana Huamán Guadalupe","is_ca":false},{"name":"Luz María Vilcas Baldeón","is_ca":false},{"name":"Carmen Yudex Baltazar Meza","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01746029827963752,"gpt":0.3518696973092012,"spread":0.3344093990295637,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004373685,0.0007107146,0.001048035,0.0001750977,0.001686058,0.001707895,0.001014491,0.00168545,0.0007861195],"category_scores_gemma":[0.002885343,0.0007585596,0.0007209726,0.001432289,0.000953049,0.0006718684,0.0004199733,0.001272252,0.0002639279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001452915,"about_ca_system_score_gemma":0.004758579,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02545713,"about_ca_topic_score_gemma":0.008784471,"domain_scores_codex":[0.9894254,0.005435247,0.0009448656,0.001002626,0.001417673,0.001774183],"domain_scores_gemma":[0.995819,0.001689544,0.0005581244,0.0007691621,0.00053813,0.0006260527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000142028,0.002546504,0.1538633,0.0007177772,0.0007000529,0.0002085783,0.15393,0.00001104213,0.003167768,0.5960854,0.0342622,0.05436536],"study_design_scores_gemma":[0.002378221,0.0005449184,0.2600336,0.0007763472,0.0009157295,0.00004604812,0.09232174,0.000119404,0.004554763,0.1009881,0.534373,0.002948052],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8848671,0.002828041,0.0001518212,0.02436136,0.002956525,0.001200374,0.0004533629,0.0004457779,0.08273565],"genre_scores_gemma":[0.9828299,0.001929509,0.0007533626,0.002186556,0.006960232,0.00009672389,0.00009342944,0.0001238319,0.005026458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5001109,"threshold_uncertainty_score":0.9996136,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4283363344","doi":"10.26490/uncp.sl.2022.6.1.1376","title":"Género y ciudadanía en el Perú: nuevos escenarios y agendas de investigación","year":2022,"lang":"es","type":"article","venue":"Socialium","topic":"Gender, Violence, Rights in Latin America","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Francis Xavier University","funders":"Svenska Forskningsrådet Formas","keywords":"Humanities; Political science; Art","authors":[{"name":"Susan Vincent","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01874163673778015,"gpt":0.3362126945509384,"spread":0.3174710578131582,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002536811,0.000556016,0.0006930794,0.0002265963,0.005327588,0.0003485677,0.001854488,0.0004150014,0.005435771],"category_scores_gemma":[0.0006468646,0.0006225847,0.0004907082,0.001628604,0.002173748,0.000296514,0.0008977225,0.00143448,0.000373729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002277194,"about_ca_system_score_gemma":0.003401951,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009064978,"about_ca_topic_score_gemma":0.0002564966,"domain_scores_codex":[0.9909706,0.003556446,0.0007095468,0.001001659,0.002047621,0.00171415],"domain_scores_gemma":[0.9975033,0.0004905858,0.000594142,0.0006717343,0.0001486905,0.000591493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007639142,0.0008876958,0.03202014,0.0001685053,0.0004192704,0.0001929292,0.5317066,0.0004480655,0.002311603,0.3156379,0.09788018,0.01825077],"study_design_scores_gemma":[0.0009759417,0.0003477497,0.01403308,0.00007695056,0.0002919408,0.00001909109,0.1420605,0.0004110887,0.000257465,0.066568,0.773421,0.001537154],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4362425,0.001564579,0.0005059068,0.04193136,0.01398454,0.002644695,0.0008152605,0.001189775,0.5011214],"genre_scores_gemma":[0.9796069,0.0007398098,0.001077261,0.00333951,0.003163753,0.0002263357,0.00004120036,0.0001200432,0.01168522],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6755408,"threshold_uncertainty_score":0.9996225,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}