{"id":"W4311326082","doi":"10.56081/2763-9940/revsusp.v1i2.a1","title":"UMA ANÁLISE DA CRIMINALÍSTICA EXERCIDA PELA POLÍCIA FEDERAL: INTEGRAÇÃO DE UM MODELO EFICAZ E EFICIENTE PAUTADO NA AUTONOMIA TÉCNICA, CIENTÍFICA E FUNCIONAL","year":2022,"lang":"pt","type":"article","venue":"Revista do Sistema Único de Segurança Pública","topic":"Brazilian Legal Issues","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cégep de l'Outaouais","funders":"","keywords":"Humanities; Physics; Political science; Philosophy","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.007374536,0.001785779,0.002645523,0.0009735962,0.006355681,0.004620113,0.004836483,0.0008925633,0.008998388],"category_scores_gemma":[0.002176286,0.001967197,0.002002689,0.003903436,0.001610415,0.0009400813,0.001949978,0.003496963,0.0008206397],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005861365,"about_ca_system_score_gemma":0.004467219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002348909,"about_ca_topic_score_gemma":0.0003600148,"domain_scores_codex":[0.9811081,0.004604731,0.002997142,0.003398073,0.003771925,0.004120031],"domain_scores_gemma":[0.990939,0.001470125,0.00159305,0.002933713,0.0008037534,0.002260336],"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":[0.004038718,0.01000232,0.01033417,0.005780109,0.001774315,0.001621144,0.198209,0.004370131,0.006690955,0.3296112,0.3746931,0.05287476],"study_design_scores_gemma":[0.002907683,0.0009312602,0.004538906,0.00145618,0.001340384,0.0004433847,0.05687963,0.04592137,0.0001304273,0.0004344078,0.8812974,0.003718971],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8241869,0.04424068,0.002868812,0.05455791,0.00447276,0.007798482,0.003853973,0.002335091,0.05568537],"genre_scores_gemma":[0.9704054,0.0004138031,0.001293578,0.002080354,0.0008535297,0.0005738274,0.0002944614,0.000354416,0.02373063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5066043,"threshold_uncertainty_score":0.9999573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04087719546994329,"score_gpt":0.3141803350056525,"score_spread":0.2733031395357092,"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."}}