{"id":"W4292371606","doi":"10.55467/reder.v6i2.100","title":"Certificado de Posgrado en Planificación del Desarrollo Local, Ordenamiento Territorial y Gestión del Riesgo: Estudio Longitudinal KAP","year":2022,"lang":"es","type":"article","venue":"Revista de Estudios Latinoamericanos sobre Reducción del Riesgo de Desastres REDER","topic":"Business, Innovation, and Economy","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Humanities; Political science; Medicine; 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","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.002616605,0.001814604,0.003041284,0.001270619,0.002968115,0.001402436,0.002167357,0.0007500896,0.001105771],"category_scores_gemma":[0.001181151,0.002331635,0.0009398606,0.003401729,0.001347141,0.0008683911,0.001268091,0.002261085,0.0002189029],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005716197,"about_ca_system_score_gemma":0.002335822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006334327,"about_ca_topic_score_gemma":0.0001275945,"domain_scores_codex":[0.9886095,0.0007168974,0.003880842,0.002917705,0.0006884345,0.003186654],"domain_scores_gemma":[0.9926279,0.0008022396,0.002965971,0.002120413,0.0005896747,0.0008937622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008343641,0.001377035,0.9234299,0.0007040037,0.001651375,0.0003653812,0.002647492,0.01573408,0.0001715047,0.01224416,0.0336571,0.007183599],"study_design_scores_gemma":[0.004487083,0.001093369,0.658973,0.0005287956,0.0009230623,0.00138943,0.006786139,0.02116078,0.0001194325,0.001343598,0.2988948,0.004300585],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9425109,0.01122784,0.03516844,0.002143154,0.00286703,0.001971381,0.002320197,0.0003836586,0.001407371],"genre_scores_gemma":[0.9822786,0.003146271,0.007550388,0.0007619085,0.003205644,0.0009853044,0.0005933773,0.0004548016,0.001023656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2652377,"threshold_uncertainty_score":0.9998074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02077352062857638,"score_gpt":0.2414887153230794,"score_spread":0.220715194694503,"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."}}