{"id":"W4385430585","doi":"10.51161/conasf/22382","title":"ATUAÇÃO PSICOSSOCIAL À VÍTIMAS DE VIOLÊNCIA DOMÉSTICA","year":2023,"lang":"pt","type":"article","venue":"","topic":"Youth, Drugs, and Violence","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Computer science","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":[0.001909729,0.0003115328,0.0004135205,0.0001543707,0.001367528,0.0002560635,0.0008050971,0.0004651767,0.002866155],"category_scores_gemma":[0.0008720162,0.0003095446,0.0003024409,0.001838085,0.0005418544,0.0002596706,0.0002240319,0.0004112239,0.01171006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002976951,"about_ca_system_score_gemma":0.0009283755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003626379,"about_ca_topic_score_gemma":0.003738091,"domain_scores_codex":[0.9960521,0.0004206641,0.0004353838,0.000620822,0.0008951702,0.001575844],"domain_scores_gemma":[0.9982904,0.0005471217,0.0001474599,0.0003391028,0.0001585654,0.0005173009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000124682,0.0004920515,0.04592783,0.0001475549,0.0002481343,0.000206558,0.3985747,0.00006721631,0.0008102627,0.1304863,0.3245471,0.09836767],"study_design_scores_gemma":[0.003301235,0.000579674,0.1853332,0.0007453275,0.000751494,0.000008252249,0.5203928,0.01404838,0.001058185,0.05944709,0.2103183,0.004016156],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6345978,0.0004605039,0.001248911,0.01062939,0.005808119,0.0008032332,0.0001534026,0.001625954,0.3446727],"genre_scores_gemma":[0.9070172,0.001237919,0.0000987693,0.0008244421,0.001929995,0.00002179798,0.00001478089,0.00003779653,0.08881729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2724195,"threshold_uncertainty_score":0.9999357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06620576384093416,"score_gpt":0.3729731647427318,"score_spread":0.3067674009017977,"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."}}