{"id":"W3023182425","doi":"10.33262/concienciadigital.v3i1.2.1189","title":"Modelo de auditoría para evaluar la gestión de mantenimiento de activos físicos","year":2020,"lang":"es","type":"article","venue":"ConcienciaDigital","topic":"Business, Innovation, and Economy","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Audit; Process management; Computer science; Political science; Business; Philosophy; Accounting","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009125663,0.0004209708,0.0006516478,0.0002512185,0.0002738072,0.0007050606,0.0006961711,0.0003803355,0.0003371145],"category_scores_gemma":[0.0007602368,0.0005602827,0.0002424481,0.000783654,0.0003022022,0.00150096,0.0001797799,0.000425728,0.001081426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008235206,"about_ca_system_score_gemma":0.0009727802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001557927,"about_ca_topic_score_gemma":0.000007112841,"domain_scores_codex":[0.9969938,0.00004009042,0.0008942044,0.0008647703,0.0001063406,0.001100798],"domain_scores_gemma":[0.9982172,0.0001623758,0.0005613236,0.0004196201,0.0001677078,0.0004718135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001084874,0.0002934562,0.9633033,0.0002578362,0.0001784919,0.00008701366,0.003816347,0.00346181,0.0005880622,0.01031019,0.0119123,0.005682653],"study_design_scores_gemma":[0.001685679,0.0002173132,0.6790776,0.00009079499,0.00005772922,0.0001032819,0.0004678331,0.2343297,0.000688018,0.004120756,0.07791009,0.001251174],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9476746,0.0009022254,0.02698969,0.0007817246,0.0005466634,0.0003225338,0.0003836429,0.0001148237,0.02228414],"genre_scores_gemma":[0.9937372,0.0002324985,0.0009054805,0.0030276,0.001429912,0.00005977413,0.00004142858,0.00007613952,0.0004900178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2842257,"threshold_uncertainty_score":0.9996964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05920381397948561,"score_gpt":0.249549951200641,"score_spread":0.1903461372211554,"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."}}