{"id":"W4399260007","doi":"10.58422/repesq.2023.e1422","title":"Educação Prisional como prevenção do risco social","year":2023,"lang":"pt","type":"article","venue":"REVISTA ELETRÔNICA PESQUISEDUCA","topic":"Rural and Ethnic Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociology; Criminology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003161288,0.0006468343,0.0009583976,0.0003826492,0.002573896,0.0008116529,0.00152876,0.0006324244,0.00626093],"category_scores_gemma":[0.001102068,0.0006582382,0.0007733151,0.003917761,0.0007616046,0.0005228602,0.0004239052,0.001034361,0.0102245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006918027,"about_ca_system_score_gemma":0.003096106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004653246,"about_ca_topic_score_gemma":0.00006076325,"domain_scores_codex":[0.9928315,0.001052703,0.001251878,0.001291053,0.001774632,0.001798292],"domain_scores_gemma":[0.9964763,0.0008736899,0.0007196263,0.0008094775,0.0003889873,0.0007319441],"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":[0.00005042635,0.0005534858,0.001235093,0.0003559352,0.0001057373,0.00001340089,0.02882784,0.000002304093,0.000198666,0.02586415,0.9270612,0.01573176],"study_design_scores_gemma":[0.0004739106,0.0001381425,0.0210667,0.0005017637,0.0001826494,0.000008851738,0.02061127,0.00004375318,0.0000203228,0.003569547,0.9524457,0.0009373567],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4903684,0.01215458,0.00006355483,0.4204186,0.01484981,0.003421174,0.000388528,0.001206677,0.05712861],"genre_scores_gemma":[0.6934987,0.003380686,0.00005489621,0.0009724968,0.009134815,0.0001793143,0.0003074815,0.000130847,0.2923408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4194462,"threshold_uncertainty_score":0.9995869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07969117034158771,"score_gpt":0.4033796824806303,"score_spread":0.3236885121390426,"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."}}