{"id":"W4408531073","doi":"10.1590/s0103-73312025350101pt","title":"Enfrentando a violência, um vírus e um presidente: notas sobre práticas bem-sucedidas no combate à violência contra a mulher e feminicídios no Brasil durante a pandemia Covid-19","year":2025,"lang":"pt","type":"article","venue":"Physis Revista de Saúde Coletiva","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Humanities; Coronavirus disease 2019 (COVID-19); Art; Medicine; Pathology; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002842805,0.001591645,0.00266649,0.0004288777,0.002431277,0.001430312,0.002574944,0.0009767449,0.001873827],"category_scores_gemma":[0.005203911,0.001627842,0.001448998,0.002326651,0.001713332,0.0006369071,0.0008962121,0.001690779,0.002892654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002493756,"about_ca_system_score_gemma":0.004086298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004098232,"about_ca_topic_score_gemma":0.0003348934,"domain_scores_codex":[0.9877657,0.002618856,0.002333241,0.002402111,0.001880499,0.002999628],"domain_scores_gemma":[0.9917488,0.002383082,0.001221301,0.001773967,0.001328841,0.00154404],"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":[0.0103745,0.005324596,0.09218371,0.01040595,0.005287674,0.001259099,0.03605809,0.0002478474,0.05947101,0.07324046,0.6910462,0.01510084],"study_design_scores_gemma":[0.01353728,0.001039209,0.08818141,0.01043094,0.003849453,0.00004786093,0.009281571,0.006756081,0.001914567,0.001722027,0.85805,0.00518961],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2140038,0.02690669,0.0112745,0.0087922,0.01036271,0.02355433,0.005150724,0.002814513,0.6971405],"genre_scores_gemma":[0.9617189,0.005433068,0.0001545561,0.01059514,0.001367228,0.0007361686,0.0001286625,0.0001596499,0.01970664],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7477151,"threshold_uncertainty_score":0.9996831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02473722213046395,"score_gpt":0.3474877452729327,"score_spread":0.3227505231424688,"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."}}