{"id":"W4206061599","doi":"10.1108/oxan-db256559","title":"Latin America protest risks will rise post-COVID-19","year":2020,"lang":"en","type":"other","venue":"Emerald expert briefings","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Latin Americans; Coronavirus disease 2019 (COVID-19); Quarter (Canadian coin); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Political science; Development economics; Geography; History; Economics; Medicine; Virology; Law","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002393057,0.0007949781,0.001399317,0.0005596661,0.0001778521,0.0001797298,0.0008277739,0.0006313293,0.02128706],"category_scores_gemma":[0.002699044,0.0009558447,0.0004039794,0.0006008182,0.0002261269,0.0002329968,0.0003005716,0.0007412713,0.004606307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004932778,"about_ca_system_score_gemma":0.0002958156,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.451466,"about_ca_topic_score_gemma":0.0004588035,"domain_scores_codex":[0.9964016,0.00004837612,0.001039087,0.001482895,0.0001512486,0.0008768092],"domain_scores_gemma":[0.9967167,0.0001531853,0.001302853,0.00100833,0.00002737097,0.0007915058],"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":[0.0000334165,0.00006695151,0.000349279,0.0001680362,0.0001447983,0.0000458951,0.002416284,0.00001145051,0.00004391174,0.001070156,0.9944471,0.001202718],"study_design_scores_gemma":[0.0009619752,0.000127527,0.0002831153,0.00009229709,0.00001285641,0.000006203555,0.00001174597,0.0002657433,0.00001204474,0.001213547,0.9958773,0.001135696],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00004509512,0.02250638,0.008209554,0.8060305,0.0008475685,0.002849795,0.002372974,0.001955296,0.1551828],"genre_scores_gemma":[0.0003032074,0.002122537,0.003314277,0.7482957,0.00154321,0.0002733216,0.0003223021,0.00118406,0.2426414],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4510072,"threshold_uncertainty_score":0.9992892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.068956187387587,"score_gpt":0.2997297217918006,"score_spread":0.2307735344042136,"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."}}