{"id":"W4414908685","doi":"10.33595/2226-1478.16.3.1343","title":"Planeamiento Estratégico en la Promoción de Proyectos de Inversión Pública: Revisión de Literatura 2013-2024","year":2025,"lang":"es","type":"article","venue":"Comuni cción Revista de Investigación en Comunicación y Desarrollo","topic":"Accounting and Financial Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Ex-ante; Scale (ratio); Term (time)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.008761007,0.001920054,0.002065267,0.00187965,0.001413036,0.008735011,0.004930541,0.001643061,0.0005006166],"category_scores_gemma":[0.004602753,0.002117851,0.0009254632,0.004373836,0.001119178,0.002002813,0.003249329,0.003609499,0.0005473554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001863959,"about_ca_system_score_gemma":0.001797224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003203789,"about_ca_topic_score_gemma":0.000135028,"domain_scores_codex":[0.9896066,0.001871781,0.002256056,0.00197552,0.001055511,0.003234583],"domain_scores_gemma":[0.9924593,0.001634204,0.001421473,0.003327347,0.0006708511,0.0004868576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005566806,0.001165297,0.2773904,0.01275587,0.00112229,0.000968949,0.001589856,0.000453734,0.001447115,0.4274534,0.2580194,0.01707704],"study_design_scores_gemma":[0.002612042,0.0001249431,0.03754194,0.0087607,0.001596111,0.0001228534,0.0006447193,0.01788752,0.0001311831,0.01150292,0.9169912,0.00208383],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8196995,0.03054204,0.00467449,0.04565068,0.001622974,0.005647022,0.0002277145,0.001957825,0.08997777],"genre_scores_gemma":[0.9554349,0.005243789,0.009700694,0.01592387,0.002081347,0.0005845552,0.0003670303,0.0003821581,0.0102817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6589718,"threshold_uncertainty_score":0.999887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00874379222458016,"score_gpt":0.2483417792686309,"score_spread":0.2395979870440508,"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."}}