{"id":"W4210738515","doi":"10.11606/d.12.2005.tde-02022022-093515","title":"Perícia contábil na área governamental: sua contribuição no processo administrativo ou judicial","year":2005,"lang":"pt","type":"dissertation","venue":"","topic":"Academic Research in Diverse Fields","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Newfoundland and Labrador; International Retinal Research Foundation","keywords":"Political science; Humanities; Art","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.002171231,0.001043266,0.001345232,0.0002391298,0.001738044,0.0006721356,0.002470227,0.003221653,0.0259774],"category_scores_gemma":[0.004034997,0.001030403,0.0006101012,0.0008842591,0.0009353565,0.001141399,0.000241006,0.003072624,0.005347608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001613474,"about_ca_system_score_gemma":0.00473554,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008527487,"about_ca_topic_score_gemma":0.01287449,"domain_scores_codex":[0.989611,0.0006639773,0.001506474,0.00159088,0.00449638,0.002131332],"domain_scores_gemma":[0.9946547,0.00084948,0.001246557,0.0005322228,0.001606309,0.001110705],"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":[0.004587992,0.002565444,0.02002835,0.001218932,0.002066727,0.0004278535,0.1002479,0.00000884272,0.002478181,0.09475663,0.7227125,0.04890073],"study_design_scores_gemma":[0.006119774,0.001949866,0.003845894,0.001250996,0.0006300667,0.00001508038,0.3310198,0.00108447,0.004374076,0.0008110788,0.6450013,0.003897613],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06979472,0.001625337,0.00007732776,0.007171822,0.004546755,0.004154667,0.000983831,0.0003982992,0.9112473],"genre_scores_gemma":[0.7007129,0.003660515,0.00005939134,0.0009154397,0.002647431,0.0002018531,0.0007921929,0.00008648371,0.2909238],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6309182,"threshold_uncertainty_score":0.9995615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05731164206463751,"score_gpt":0.4104862146989611,"score_spread":0.3531745726343236,"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."}}