{"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":"b71f963e8141","filters":{"venue":"STUDIES IN EDUCATION SCIENCES"}},"results":[{"id":"W4205280106","doi":"10.54019/sesv3n1-005","title":"Pandemia da covid-19 e os impactos nas atividades acadêmicas no brasil","year":2022,"lang":"pt","type":"article","venue":"STUDIES IN EDUCATION SCIENCES","topic":"Education during COVID-19 pandemic","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Humanities; Philosophy; Medicine","authors":[{"name":"Fernanda Cristina Barbosa Pereira Queiroz","is_ca":false},{"name":"Christian Luiz da Silva","is_ca":false},{"name":"Nilton Cézar Lima","is_ca":false},{"name":"Jamerson Viegas Queıroz","is_ca":true},{"name":"Carmem Kistemacher Barche","is_ca":true},{"name":"Marciano Furukava","is_ca":false},{"name":"Diego Derick Oliveira De Medeiros","is_ca":false},{"name":"Wecsley Soares de Souza Costa","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2537400243805762,"gpt":0.537494508261602,"spread":0.2837544838810259,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00402104,0.0004171249,0.0006681466,0.003088447,0.003069153,0.003769671,0.0007066692,0.0007345806,0.005040285],"category_scores_gemma":[0.01399339,0.0002936434,0.0005334545,0.00395094,0.002729615,0.001244712,0.002774936,0.0009941544,0.0004918939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006074985,"about_ca_system_score_gemma":0.0180984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1703838,"about_ca_topic_score_gemma":0.2419467,"domain_scores_codex":[0.9951492,0.001161254,0.0003646573,0.000515851,0.001752025,0.001057029],"domain_scores_gemma":[0.9843341,0.002487255,0.003593592,0.000630056,0.004261525,0.004693601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000307708,0.0003754087,0.7960228,0.000961072,0.00009294632,0.000572075,0.02920813,0.0002812285,0.001197092,0.005332598,0.005252437,0.1603965],"study_design_scores_gemma":[0.00001463856,0.0003517196,0.9412242,0.0008555137,0.0001071102,0.0002349682,0.02955901,0.0003029108,0.0005985777,0.001098644,0.02559955,0.00005305591],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9581668,0.004497478,0.0005263914,0.006720387,0.0002004401,0.0001454433,0.0008996731,0.00009745782,0.02874593],"genre_scores_gemma":[0.9935706,0.002297206,0.0006128263,0.000280817,0.00004003903,0.0000541941,0.0001743391,0.000009474636,0.002960505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1703838,"threshold_uncertainty_score":0.3387842,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4284897966","doi":"10.54019/sesv3n3-004","title":"La utilización de Iramuteq en investigaciones educativas: una perspectiva cualicuantitativa para el análisis de datos textuales","year":2022,"lang":"es","type":"article","venue":"STUDIES IN EDUCATION SCIENCES","topic":"Educational Innovations and Technology","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"WSP (Canada)","funders":"","keywords":"Humanities; Philosophy","authors":[{"name":"Efrain Ticona Aguilar","is_ca":true},{"name":"Mary Ângela Teixeira Brandalise","is_ca":true},{"name":"Giane Correia Silva","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1282223225920461,"gpt":0.4846340144976418,"spread":0.3564116919055957,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04033925,0.001122263,0.00128921,0.009145769,0.002084024,0.01014936,0.002183119,0.001771281,0.008923925],"category_scores_gemma":[0.1517363,0.001074662,0.001600001,0.008540842,0.00285563,0.008217128,0.006495186,0.002634136,0.003964494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003033973,"about_ca_system_score_gemma":0.004851596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005524047,"about_ca_topic_score_gemma":0.006627126,"domain_scores_codex":[0.9532269,0.02987253,0.003547176,0.00428517,0.008370527,0.0006977398],"domain_scores_gemma":[0.8048761,0.1455612,0.00840837,0.0169594,0.0232009,0.000994009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001572646,0.0003736516,0.0652189,0.007666507,0.0008183427,0.0009078587,0.07504996,0.007480946,0.03136606,0.1140912,0.02477029,0.6706837],"study_design_scores_gemma":[0.0003330837,0.001015338,0.07905694,0.004479913,0.001021806,0.001879226,0.05245524,0.1023328,0.08126302,0.1483509,0.5272058,0.0006058765],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1585637,0.003259586,0.763068,0.006966934,0.0004343182,0.002047171,0.01280789,0.01777204,0.03508043],"genre_scores_gemma":[0.2951651,0.001194905,0.6785845,0.001466022,0.0001615673,0.002425044,0.007943903,0.003353222,0.009705757],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.04033925,"threshold_uncertainty_score":0.2133369,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}