{"id":"W4387311861","doi":"10.18677/encibio_2023c17","title":"PERFIL EPIDEMIOLÓGICO DA VIOLÊNCIA DOMÉSTICA CONTRA A MULHER NO ESTADO DE MINAS GERAIS – ESTUDO DE CASO","year":2023,"lang":"pt","type":"article","venue":"Enciclopédia Biosfera","topic":"Youth, Drugs, and Violence","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Humanities; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005932177,0.0008808941,0.0011657,0.0003471505,0.001748649,0.000463615,0.001494284,0.000962206,0.002534336],"category_scores_gemma":[0.006270229,0.0008815557,0.0007146423,0.002224384,0.001166083,0.0004344318,0.0003351776,0.001082373,0.009559114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008645027,"about_ca_system_score_gemma":0.002270711,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01265518,"about_ca_topic_score_gemma":0.002226501,"domain_scores_codex":[0.9912058,0.001774359,0.001132185,0.001496446,0.001140061,0.003251139],"domain_scores_gemma":[0.9938157,0.002952767,0.0003661448,0.001001573,0.000474062,0.001389739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0007363062,0.001425453,0.2998962,0.0007183708,0.0009003904,0.002307654,0.3713072,0.0004083298,0.01229829,0.01053397,0.245802,0.05366584],"study_design_scores_gemma":[0.004873991,0.001162473,0.5176916,0.002141466,0.001271543,0.0001008022,0.0888913,0.02540701,0.00206313,0.003177438,0.3476011,0.005618189],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9668027,0.002232368,0.0002759531,0.00418833,0.003099164,0.001044303,0.000355379,0.0007264315,0.02127543],"genre_scores_gemma":[0.9683637,0.004609441,0.000556685,0.002429235,0.002447067,0.0001379382,0.00005003993,0.0001258625,0.02128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2824159,"threshold_uncertainty_score":0.9995509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0465949499568012,"score_gpt":0.3388088454720594,"score_spread":0.2922138955152582,"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."}}