{"id":"W2238904368","doi":"10.15359/rgac.2-55.1","title":"INTERNACIONALIZACIÓN DE LA EDUCACIÓN SUPERIOR: EXPERIENCIA DESDE LA ESCUELA DE CIENCIAS GEOGRÁFICAS, UNIVERSIDAD NACIONAL","year":2016,"lang":"es","type":"article","venue":"Revista Geográfica de América Central","topic":"Higher Education Teaching and Evaluation","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Globalization; Geography; Sociology; Art","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004545425,0.000557726,0.0005497305,0.0003205184,0.001143018,0.000935541,0.001223754,0.0006252009,0.002092015],"category_scores_gemma":[0.001847048,0.0004987874,0.0005092783,0.0008448608,0.001529402,0.0006201279,0.0001873202,0.0006438589,0.0003781136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003136125,"about_ca_system_score_gemma":0.004320676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001050632,"about_ca_topic_score_gemma":0.00003044669,"domain_scores_codex":[0.9907304,0.004328953,0.0007234275,0.0009376877,0.001223293,0.002056246],"domain_scores_gemma":[0.9959827,0.001512402,0.0003812664,0.0006129049,0.0002602884,0.001250434],"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":[0.000281817,0.002104389,0.4182937,0.0001996934,0.0003038772,0.0001601986,0.09544045,0.00007305224,0.01131282,0.3941259,0.02291243,0.05479163],"study_design_scores_gemma":[0.0008382165,0.0001076035,0.2234905,0.0005167531,0.0001641584,0.0001204411,0.009303752,0.0001069308,0.0002775461,0.0007067478,0.7636686,0.000698763],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.967317,0.0009948398,0.005800991,0.009093166,0.0006618571,0.0004345798,0.0001052342,0.0002792136,0.01531309],"genre_scores_gemma":[0.9890117,0.004630636,0.001378984,0.0004212899,0.001187881,0.00005095575,0.00003982253,0.00006875535,0.003209991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7407562,"threshold_uncertainty_score":0.9997464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01334504796140289,"score_gpt":0.3340972244490453,"score_spread":0.3207521764876424,"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."}}