{"id":"W4220926718","doi":"10.33448/rsd-v11i4.27371","title":"COVID-19 in Brazil: The logic of failure","year":2022,"lang":"en","type":"article","venue":"Research Society and Development","topic":"Education during COVID-19 pandemic","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Ministério da Ciência, Tecnologia e Inovação","keywords":"Quarter (Canadian coin); Coronavirus disease 2019 (COVID-19); Government (linguistics); Social distance; Third wave; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Distancing; History; Medicine; Demography; Economic growth; Development economics; Virology; Sociology; Political economy; Economics; Philosophy; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.008964242,0.00004815667,0.00008242091,0.00006299557,0.002129406,0.00003436466,0.0003557156,0.00004292295,0.0006971625],"category_scores_gemma":[0.001117064,0.00003969117,0.00003002629,0.0007780523,0.0005409881,0.00005126401,0.0003411068,0.0004305417,0.000005957892],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001161976,"about_ca_system_score_gemma":0.007427982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001577805,"about_ca_topic_score_gemma":0.001408872,"domain_scores_codex":[0.9976035,0.0007570017,0.0001669085,0.000183573,0.0009494002,0.000339601],"domain_scores_gemma":[0.9985206,0.001081318,0.00004058358,0.0001171875,0.00007214925,0.0001681575],"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":[0.00001956038,0.0001778734,0.1209651,0.0001357022,0.00003319387,0.000003179917,0.7291088,0.0002136453,0.0001602408,0.03396597,0.1127865,0.002430321],"study_design_scores_gemma":[0.0002040681,0.00001359048,0.01419853,0.000005169944,5.858788e-7,6.6361e-7,0.1766189,0.000009018888,0.00002866328,0.00353484,0.8053268,0.0000592532],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8356004,0.00120211,0.0001568823,0.1581839,0.0001384634,0.0009334293,0.000006026688,0.00005487193,0.003723906],"genre_scores_gemma":[0.9939358,0.0003716575,0.001000641,0.002658183,0.00003560225,0.0001781026,0.000003534166,0.000004478376,0.001812041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6925402,"threshold_uncertainty_score":0.9991697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1783171841669445,"score_gpt":0.487362098683273,"score_spread":0.3090449145163285,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}