{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"6335d2560571","filters":{"venue":"RISTI - Revista Ibérica de Sistemas e Tecnologias de Informação"}},"results":[{"id":"W2911422559","doi":"10.17013/risti.29.43-54","title":"Implementación del Estándar ISO/IEC 29110 en Centros de Desarrollo de Software de Universidades Mexicanas: Experiencia del Estado de Zacatecas","year":2018,"lang":"es","type":"article","venue":"RISTI - Revista Ibérica de Sistemas e Tecnologias de Informação","topic":"Business, Innovation, and Economy","field":"Economics, Econometrics and Finance","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Humanities; Software development; Software engineering; Engineering; Computer science; Software; Philosophy; Operating system","authors":[{"name":"Mirna Muñoz","is_ca":false},{"name":"Jezreel Mejía","is_ca":true},{"name":"Claude Y. Laporte","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02407751393483901,"gpt":0.2541505606039978,"spread":0.2300730466691588,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003421638,0.001084587,0.001653304,0.0009115015,0.001262961,0.001039012,0.001951074,0.001220194,0.0008778261],"category_scores_gemma":[0.002341574,0.001307046,0.0006057875,0.00161983,0.0008620631,0.001364607,0.0005849813,0.001048342,0.0003538599],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007485634,"about_ca_system_score_gemma":0.002187176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002778038,"about_ca_topic_score_gemma":0.0002241348,"domain_scores_codex":[0.9924399,0.0002174611,0.002745571,0.001140879,0.0002230565,0.003233171],"domain_scores_gemma":[0.9946136,0.0004377337,0.002250206,0.001505011,0.0004386206,0.0007548425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002885414,0.000252544,0.9563169,0.001159379,0.0004967341,0.0001194024,0.006134992,0.0003261263,0.000138491,0.02170638,0.006461903,0.006598586],"study_design_scores_gemma":[0.003966673,0.0009494981,0.5932445,0.000779682,0.000525219,0.0009856867,0.01168172,0.02201321,0.001832829,0.004074839,0.3563664,0.003579736],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8658561,0.002752749,0.1255673,0.0004649755,0.0002752407,0.0009170587,0.0009821777,0.0004151725,0.002769262],"genre_scores_gemma":[0.9595301,0.002738482,0.03362386,0.002336047,0.000593177,0.0001839519,0.0001770871,0.0001562954,0.0006609774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3630724,"threshold_uncertainty_score":0.999998,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}