{"id":"W3090333141","doi":"10.47712/rd.2019.v4i2.44","title":"DENUNCIAS Y CONDENAS SOBRE LOS DELITOS CONTRA LA ADMINISTRACIÓN PÚBLICA EN EL PERÚ Y EL SISTEMA ANTICORRUPCIÓN DE PUNO DURANTE EL AÑO 2018, Y PROPUESTAS DE LOS DERECHOS PARA REDUCIR SU COMISIÓN DELICTIVA","year":2019,"lang":"es","type":"article","venue":"REVISTA DE DERECHO","topic":"Social Issues and Policies in Latin America","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Optech (Canada)","funders":"","keywords":"Humanities; Political science; Geography; 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","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.003658893,0.00131519,0.002235128,0.0002808327,0.001369792,0.002091835,0.0022759,0.001778382,0.0009640934],"category_scores_gemma":[0.003626994,0.001356197,0.001058939,0.001286347,0.001761008,0.0005819731,0.000394487,0.001631902,0.0008045691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00190207,"about_ca_system_score_gemma":0.003212453,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006964329,"about_ca_topic_score_gemma":0.0001728565,"domain_scores_codex":[0.9878062,0.004168009,0.001917279,0.001576517,0.001528068,0.00300393],"domain_scores_gemma":[0.9909703,0.003819051,0.001435956,0.001672262,0.0007005178,0.001401889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002871432,0.004951552,0.4022662,0.01051904,0.003856153,0.001338799,0.1294803,0.0001864336,0.04152014,0.2397798,0.06771237,0.09551778],"study_design_scores_gemma":[0.003030777,0.0007583356,0.03490058,0.003907402,0.001285275,0.0005149238,0.01868051,0.001800546,0.0018478,0.002502544,0.9277865,0.002984762],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.918162,0.009014565,0.00115429,0.008571805,0.001058,0.004614962,0.0008999172,0.0007809058,0.05574359],"genre_scores_gemma":[0.9793609,0.01046549,0.001897882,0.002522046,0.002245431,0.0001894372,0.00008018271,0.0002882027,0.002950399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8600742,"threshold_uncertainty_score":0.9999734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02101580962564804,"score_gpt":0.382013095569552,"score_spread":0.360997285943904,"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."}}