{"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":"c2b5ec931019","filters":{"venue":"Derecho y cambio social."}},"results":[{"id":"W4417062286","doi":"10.54899/dcs.v22i85.3969","title":"ROOIBOS COMO SABORIZANTE FUNCIONAL NA KOMBUCHA: COMPARAÇÃO DE TENDÊNCIAS METABÓLICAS EM DM2 E HAS","year":2025,"lang":"","type":"article","venue":"Derecho y cambio social.","topic":"Tea Polyphenols and Effects","field":"Medicine","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":"Context (archaeology); Diabetes mellitus; Physical activity; Type 2 diabetes; Food intake","authors":[{"name":"Carolina Azeredo Silva","is_ca":false},{"name":"Paula Brustolin Xavier","is_ca":false},{"name":"Solange de Bortoli Beal","is_ca":false},{"name":"Roger Francisco Ferreira de Campos","is_ca":false},{"name":"Eliana Rezende Adami","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04194039594053533,"gpt":0.3244013357402858,"spread":0.2824609397997505,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001823419,0.00129561,0.002524083,0.0005451866,0.002172225,0.0005034339,0.000836821,0.001425511,0.001524259],"category_scores_gemma":[0.000569177,0.001350553,0.001181737,0.001969765,0.0008708984,0.000272047,0.0004440346,0.002204929,0.0009841644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00168524,"about_ca_system_score_gemma":0.003476667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001241412,"about_ca_topic_score_gemma":0.0007131799,"domain_scores_codex":[0.9921657,0.0009379854,0.00154514,0.001509896,0.001340577,0.00250069],"domain_scores_gemma":[0.9960964,0.0008372398,0.0005725044,0.001024863,0.000644153,0.0008248906],"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":[0.002572206,0.004828777,0.02246049,0.002817965,0.007343375,0.001014706,0.02506609,0.00001905984,0.03057337,0.05699859,0.6555668,0.1907385],"study_design_scores_gemma":[0.02647049,0.001535699,0.2613781,0.003097022,0.009198721,0.000259744,0.01744313,0.004650488,0.02310615,0.006724667,0.6420643,0.004071536],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8039253,0.06208581,0.01976258,0.04285244,0.01562502,0.006293898,0.001451486,0.001427488,0.04657594],"genre_scores_gemma":[0.9750995,0.0005446291,0.0006380829,0.008573793,0.002349249,0.0002094299,0.0002910401,0.000170898,0.01212339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2389176,"threshold_uncertainty_score":0.9999796,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415488302","doi":"10.54899/dcs.v22i83.3641","title":"EFEITOS DA PERDA AUDITIVA INDUZIDA PELO ENVELHECIMENTO RELACIONADOS AO DECLÍNIO COGNITIVO: UMA REVISÃO INTEGRATIVA","year":2025,"lang":"","type":"article","venue":"Derecho y cambio social.","topic":"Health, Education, and Aging","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":"Hearing loss; MEDLINE; Hearing aid; Electronic library","authors":[{"name":"Tatiana Rodrigues Garcia","is_ca":false},{"name":"Natalia Cavalcante de Alustau","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03366870434856597,"gpt":0.3676476138752491,"spread":0.3339789095266832,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.003957022,0.001048293,0.001431474,0.0005163109,0.008944051,0.001266383,0.001298595,0.001643397,0.003069473],"category_scores_gemma":[0.002241612,0.001171602,0.0006915759,0.003673755,0.001470572,0.001165005,0.0002091606,0.002423534,0.0009824418],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002825006,"about_ca_system_score_gemma":0.01274527,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01727342,"about_ca_topic_score_gemma":0.00805198,"domain_scores_codex":[0.9888928,0.003506106,0.001917611,0.001862909,0.001542716,0.002277847],"domain_scores_gemma":[0.9945066,0.00173394,0.0009638512,0.0006950452,0.001271831,0.0008287195],"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":[0.0001100627,0.001366545,0.009925798,0.0007320892,0.0006470112,0.00003287911,0.2431592,3.915517e-7,0.0003029792,0.1065079,0.3273722,0.3098429],"study_design_scores_gemma":[0.001670474,0.0001067027,0.01106344,0.001902202,0.0004149651,0.000004749255,0.192128,0.00003694998,0.0008882986,0.0093182,0.7809924,0.001473647],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.383176,0.01128488,0.003139214,0.1227438,0.02061209,0.006946818,0.0006904986,0.0008370311,0.4505696],"genre_scores_gemma":[0.9058099,0.006012328,0.0003881269,0.006203789,0.004066981,0.0002853611,0.0003133612,0.0001125785,0.07680756],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5226339,"threshold_uncertainty_score":0.9998779,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}