{"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":"1672f71b9770","filters":{"venue":"revista Linguasagem"}},"results":[{"id":"W3117665311","doi":"","title":"O DISCURSO DESTRUTIVO DO CAPITAL E A CRISE DA PANDEMIA","year":2020,"lang":"pt","type":"article","venue":"revista Linguasagem","topic":"Social and Political Issues","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":"Capital (architecture); Sociology; Political science; Humanities; Philosophy; Art","authors":[{"name":"Samuel Ponsoni","is_ca":false},{"name":"Frederico Daia Firmiano","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07830287749844517,"gpt":0.3666042791749782,"spread":0.288301401676533,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005326825,0.0004312644,0.0007488081,0.00003971911,0.0008076403,0.001073167,0.0007170651,0.0003916858,0.002507324],"category_scores_gemma":[0.002429108,0.0004003783,0.00045323,0.0007915691,0.0007424884,0.0002486132,0.0002443375,0.0006632038,0.001736038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001532401,"about_ca_system_score_gemma":0.0003920109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001332458,"about_ca_topic_score_gemma":0.00008399778,"domain_scores_codex":[0.9962238,0.0005855086,0.0006240844,0.0007462194,0.0007436416,0.001076711],"domain_scores_gemma":[0.997656,0.0004855238,0.0002193715,0.0003206186,0.0001568391,0.001161617],"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":[0.0001098952,0.0002871001,0.02926038,0.0009233954,0.0002880736,0.0003795815,0.4880942,0.000002506293,0.00009020179,0.4165215,0.03372228,0.03032086],"study_design_scores_gemma":[0.0007253383,0.0003381724,0.002623128,0.0005646513,0.0004956247,0.000002497824,0.09477757,0.0001228199,0.00009295865,0.005190031,0.8937495,0.001317715],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8841917,0.03714131,0.0001406044,0.0273035,0.001583448,0.001088971,0.0002239977,0.0005291704,0.04779732],"genre_scores_gemma":[0.9849738,0.001049174,0.00006152804,0.001678972,0.005623746,0.00001228573,0.00001604526,0.00005395108,0.006530432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8600272,"threshold_uncertainty_score":0.9999638,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2728596954","doi":"","title":"DESAFIOS EM RELAÇÃO AO USO DA LÍNGUA INGLESA: CONSIDERAÇÕES A PARTIR DE EXPERIÊNCIAS DE UM GRUPO DE UNIVERSITÁRIOS BRASILEIROS EM CONTEXTO DE INTERCÂMBIO","year":2016,"lang":"pt","type":"article","venue":"revista Linguasagem","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","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":"Humanities; Philosophy; Sociology","authors":[{"name":"Talita Aparecida de Oliveira","is_ca":false},{"name":"Eliane Hércules Augusto-Navarro","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06441188207252617,"gpt":0.3291958363583249,"spread":0.2647839542857987,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001550483,0.001072802,0.001537142,0.0004569161,0.001643884,0.002049121,0.00103921,0.000396833,0.004675382],"category_scores_gemma":[0.002212144,0.0009180519,0.0009537226,0.0002546124,0.001291497,0.0006031608,0.0007149744,0.0007328796,0.0003781509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001733772,"about_ca_system_score_gemma":0.001038484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005085238,"about_ca_topic_score_gemma":0.008651557,"domain_scores_codex":[0.9939033,0.0009969596,0.001235425,0.001160971,0.0005608464,0.002142469],"domain_scores_gemma":[0.9957183,0.001087624,0.0007902632,0.001280269,0.0004945126,0.0006290415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000386134,0.0007246802,0.01674814,0.0008786571,0.003049874,0.00350856,0.8728678,0.00002751613,0.004921489,0.04272271,0.03471351,0.01945089],"study_design_scores_gemma":[0.003258704,0.0005386854,0.001946554,0.007296474,0.003158171,0.0002469857,0.812673,0.0004060503,0.005073178,0.001039721,0.1617722,0.002590288],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9668762,0.02269287,0.002505163,0.0005912248,0.0004186009,0.0006577414,0.0002592629,0.0003225319,0.005676385],"genre_scores_gemma":[0.9598244,0.001628307,0.00057789,0.001621367,0.001544447,0.00006181817,0.00002042294,0.0001935208,0.03452784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1270587,"threshold_uncertainty_score":0.9996558,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}