{"id":"W3216886631","doi":"10.2139/ssrn.3958966","title":"Protection for Some, Purgatory for Others: Evidence from Helplines on the Evolution of Violence Against Peruvian Women and Children During the Covid-19 Pandemic","year":2021,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Purgatory; Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Criminology; Political science; Sociology; Medicine; Virology; Outbreak; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005564484,0.0002719997,0.0003071041,0.001245955,0.002901876,0.001843207,0.001438454,0.002638091,0.006986615],"category_scores_gemma":[0.03724686,0.0004488379,0.000341724,0.002284947,0.003964177,0.002682498,0.00351008,0.002330927,0.0003091997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001612812,"about_ca_system_score_gemma":0.001640235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03828432,"about_ca_topic_score_gemma":0.05573871,"domain_scores_codex":[0.994471,0.003652493,0.0001396057,0.000335165,0.0003476681,0.001054036],"domain_scores_gemma":[0.9677988,0.01141994,0.01531091,0.002480324,0.001627475,0.001362619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007335684,0.0001985584,0.9373077,0.0001794984,0.0002674766,0.0004682651,0.03711821,0.0001289726,0.0001746644,0.002758642,0.001190562,0.01947392],"study_design_scores_gemma":[0.00002736057,0.000218467,0.9606944,0.000297185,0.00009874425,0.0002988411,0.03406607,0.0001659981,0.0001032857,0.0007910617,0.003224932,0.0000135833],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871793,0.00214236,0.0001165216,0.003660589,0.00001692936,0.0000241231,0.0002290482,0.000003358738,0.006627819],"genre_scores_gemma":[0.9986795,0.0005791364,0.00004019934,0.0003050051,0.00001356631,0.00001072227,0.00007364979,0.000003328505,0.000294887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03828432,"threshold_uncertainty_score":0.076123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03072078660990649,"score_gpt":0.3067390751615994,"score_spread":0.2760182885516929,"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."}}