{"id":"W2917979517","doi":"10.23857/pc.v3i9.748","title":"Gestión Administrativa Eficiente","year":2018,"lang":"es","type":"article","venue":"Polo del Conocimiento","topic":"Business, Innovation, and Economy","field":"Economics, Econometrics and Finance","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Humanities; 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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006664833,0.0004797834,0.0007617912,0.0005846165,0.0005333258,0.0004736932,0.0006142856,0.0003693493,0.004315531],"category_scores_gemma":[0.0002138953,0.0006174986,0.0002159105,0.000906562,0.0006642326,0.000678846,0.0001854959,0.0002869627,0.01077976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002770183,"about_ca_system_score_gemma":0.0001717662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007976926,"about_ca_topic_score_gemma":0.0001120708,"domain_scores_codex":[0.9964933,0.00002545405,0.001444771,0.001057904,0.00007357155,0.0009049648],"domain_scores_gemma":[0.9975439,0.00007889488,0.000923775,0.0008798792,0.0003511901,0.0002224097],"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":[0.00008453884,0.0003287161,0.7099725,0.0001373208,0.0001930783,0.000008480734,0.0009130093,0.00001079866,0.00003272095,0.2642601,0.02187239,0.002186327],"study_design_scores_gemma":[0.001319302,0.0003971341,0.3819609,0.00008581776,0.0000369616,0.00002488631,0.0002429044,0.003158245,0.0004021269,0.005773994,0.6055496,0.001048153],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8772805,0.002446893,0.002512307,0.002291027,0.004280298,0.0003995998,0.0005243942,0.0001101015,0.1101548],"genre_scores_gemma":[0.986921,0.0003139307,0.0007371457,0.002067423,0.001565597,0.00003928687,0.0001079787,0.00007481698,0.008172839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5836772,"threshold_uncertainty_score":0.9996276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05120557513635601,"score_gpt":0.2632187197921745,"score_spread":0.2120131446558185,"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."}}