{"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":"089bf211d789","filters":{"venue":"Redes Revista de Estudios Sociales de la Ciencia y la Tecnología"}},"results":[{"id":"W7152009285","doi":"10.48160/18517072re57.264","title":"Sistema de transporte argentino: estrategias de gestión de la crisis y los riesgos asociados a la pandemia del coronavirus en 2020","year":2023,"lang":"","type":"article","venue":"Redes Revista de Estudios Sociales de la Ciencia y la Tecnología","topic":"Communication and COVID-19 Impact","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":"Ministère des Transports","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Work (physics); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Crisis management","authors":[{"name":"Laura Luna Dobruskin","is_ca":true},{"name":"Clara Pierini","is_ca":true},{"name":"Alejandro Covello","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05341376743375794,"gpt":0.3853258359648909,"spread":0.331912068531133,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001776476,0.0006121688,0.0003423995,0.00129288,0.001807103,0.003263617,0.0007082124,0.0009274941,0.008514238],"category_scores_gemma":[0.002995749,0.0002695958,0.0003934392,0.002752675,0.001063035,0.001864947,0.001256287,0.0009301614,0.0006576693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008188801,"about_ca_system_score_gemma":0.007177666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2781486,"about_ca_topic_score_gemma":0.2296298,"domain_scores_codex":[0.9987724,0.0005549695,0.0000622173,0.0001740121,0.0002295287,0.0002067364],"domain_scores_gemma":[0.9986752,0.0002540264,0.0003430293,0.00007487945,0.0005320829,0.0001208194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001042481,0.0003099442,0.5089622,0.004335572,0.000320116,0.002148044,0.02758904,0.0137468,0.004964225,0.09114411,0.06280629,0.2826313],"study_design_scores_gemma":[0.00007049857,0.0004622181,0.6532264,0.002964407,0.0002995919,0.0005093343,0.04926752,0.0124419,0.001280115,0.01074894,0.2686183,0.0001108881],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7002583,0.02879933,0.01724419,0.03047374,0.0007878848,0.0007481853,0.008202654,0.0003663075,0.2131195],"genre_scores_gemma":[0.9571242,0.01387288,0.006613273,0.0008358469,0.0001417412,0.0004828783,0.002132853,0.00007305217,0.01872336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2781486,"threshold_uncertainty_score":0.5530591,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1533087901","doi":"10.48160/18517072re23.438","title":"Configurações espaço-temporais: posicionando territórios, sujeitos e ações em um laboratório de pesquisa","year":2006,"lang":"pt","type":"article","venue":"Redes Revista de Estudios Sociales de la Ciencia y la Tecnología","topic":"Chemistry Education and Research","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":"Discovery Air (Canada)","funders":"","keywords":"Philosophy","authors":[{"name":"Loredana Susin","is_ca":true},{"name":"Nádia Geisa Silveira de Souza","is_ca":true},{"name":"Diogo Souza","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02853970771173798,"gpt":0.344996915259925,"spread":0.3164572075481871,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003161325,0.0007804991,0.0004861625,0.001588623,0.00258208,0.00746254,0.001768734,0.00147947,0.01042722],"category_scores_gemma":[0.005939008,0.0007479721,0.0005496879,0.002044867,0.002299257,0.003494279,0.004680243,0.00100344,0.002268312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001695996,"about_ca_system_score_gemma":0.004312986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01238158,"about_ca_topic_score_gemma":0.0195162,"domain_scores_codex":[0.9972416,0.0007699595,0.0001771854,0.0006693528,0.0008168746,0.0003251708],"domain_scores_gemma":[0.9965503,0.001006869,0.0005145477,0.0006212143,0.0008344314,0.0004725746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001007648,0.0003763135,0.2413266,0.001929093,0.0002423941,0.003296873,0.09994504,0.01273389,0.1082141,0.084473,0.006968257,0.4394869],"study_design_scores_gemma":[0.0001247208,0.001276397,0.3323125,0.001428826,0.000612139,0.003360722,0.2191021,0.02277992,0.03446484,0.07031844,0.3136379,0.0005815383],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7278935,0.002317262,0.1342554,0.002201615,0.000209064,0.000503298,0.0007875881,0.001211625,0.1306207],"genre_scores_gemma":[0.9292601,0.001166213,0.04549837,0.0002158436,0.00003326255,0.000270915,0.0003791787,0.0002321913,0.02294395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9974179,"threshold_uncertainty_score":0.03488249,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}