{"id":"W4377047642","doi":"10.18800/educacion.202301.006","title":"La universidad de la Sudamérica hispanoparlante pierde terreno: un análisis comparado con Oriente Próximo en investigación e innovación","year":2023,"lang":"es","type":"article","venue":"Educación","topic":"Science, Technology, and Education in Latin America","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto; Universidad Iberoamericana Ciudad de México","keywords":"Humanities; Political science; Philosophy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.001289544,0.0002781975,0.0002853364,0.002477756,0.001889485,0.003085122,0.000283688,0.0003377461,0.003735418],"category_scores_gemma":[0.002765559,0.0001423838,0.0001916258,0.004650616,0.0009447496,0.0009526382,0.001744506,0.000370185,0.0002483624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002731998,"about_ca_system_score_gemma":0.003459221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0929426,"about_ca_topic_score_gemma":0.181063,"domain_scores_codex":[0.9992073,0.0003122935,0.00003776826,0.00009111821,0.0001485028,0.0002029572],"domain_scores_gemma":[0.998378,0.0004729247,0.0003687777,0.00009508208,0.0004828575,0.0002022329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002445152,0.0001119948,0.7580979,0.0009151607,0.0001838987,0.001080844,0.06605502,0.0006946993,0.002950036,0.02199309,0.00288946,0.1447834],"study_design_scores_gemma":[0.000009294656,0.00007252121,0.8236719,0.0007694548,0.0001097807,0.0002725251,0.115994,0.0001641764,0.0005279969,0.001093853,0.05729663,0.00001779475],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9484601,0.006130314,0.0004828809,0.001025583,0.00002946188,0.00004093878,0.0004278974,0.0000179965,0.04338488],"genre_scores_gemma":[0.9892591,0.00481998,0.0006949057,0.000175365,0.00001242342,0.00003892762,0.0001968956,0.000005872161,0.004796628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9975222,"threshold_uncertainty_score":0.1848032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01571904411575865,"score_gpt":0.3527103585430328,"score_spread":0.3369913144272741,"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."}}