{"id":"W4403387565","doi":"10.31219/osf.io/hwjsv","title":"Has the iron fist against criminal gangs really worked in El Salvador?","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Crime, Illicit Activities, and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fist; Criminology; Political science; Sociology; Medicine; Anatomy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009598561,0.0001584553,0.0001917835,0.000477054,0.002018081,0.002194176,0.0006076579,0.0007213769,0.005141052],"category_scores_gemma":[0.003693169,0.0001005673,0.0001179074,0.0005855575,0.002982076,0.001478338,0.001670949,0.0008458577,0.0002758211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002601935,"about_ca_system_score_gemma":0.002536186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1027701,"about_ca_topic_score_gemma":0.1272266,"domain_scores_codex":[0.9995084,0.0001379035,0.000007707335,0.00004128063,0.00004052649,0.0002641745],"domain_scores_gemma":[0.9986749,0.0001809496,0.0004880489,0.00007483438,0.0001472889,0.0004340271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003159316,0.0005229231,0.7033154,0.0003623547,0.0002245153,0.001346056,0.07288348,0.00059204,0.00120371,0.05345578,0.05094912,0.1148287],"study_design_scores_gemma":[0.00004333256,0.0001323254,0.7849314,0.000397695,0.00007393349,0.00017705,0.1247732,0.0002518962,0.0006246149,0.004991106,0.0835705,0.00003289194],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9159775,0.001244442,0.0000902437,0.0609103,0.0001151585,0.0000121742,0.0001102425,0.0000164659,0.02152343],"genre_scores_gemma":[0.9939493,0.0006168269,0.00006280726,0.002206611,0.00007130236,0.000009923659,0.00007353691,0.000007146523,0.003002483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1027701,"threshold_uncertainty_score":0.2043438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04978605521940475,"score_gpt":0.32451861367127,"score_spread":0.2747325584518652,"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."}}