{"id":"W4398161433","doi":"10.61285/r.e.l.-uisil.v8i01.139","title":"Transformación Digital y su Impacto en la Educación Superior: Competencias Tecnológicas para Docentes y Estudiantes en la Universidad Internacional San Isidro Labrador, Costa Rica.","year":2024,"lang":"es","type":"article","venue":"Revista El Labrador","topic":"Educational Innovations and Technology","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Geography; 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","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.000650931,0.0007401625,0.0007442869,0.0009882583,0.0003414237,0.003476711,0.001927625,0.0004273671,0.0004448962],"category_scores_gemma":[0.0002627991,0.0006828381,0.0004061908,0.002812539,0.0006586106,0.002119472,0.0005514305,0.001211355,0.0005443474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004976434,"about_ca_system_score_gemma":0.001368184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001777225,"about_ca_topic_score_gemma":0.00001630958,"domain_scores_codex":[0.9960954,0.0003139137,0.0009285753,0.001161634,0.0006565339,0.0008439339],"domain_scores_gemma":[0.9962876,0.002009831,0.0001902145,0.0008906674,0.0003210311,0.0003006751],"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":[0.00003040608,0.0005274754,0.009929452,0.0005276594,0.0004110423,0.0004189736,0.002727197,0.000003401169,0.0007773074,0.8776901,0.00502187,0.1019352],"study_design_scores_gemma":[0.000657811,0.00036899,0.04030054,0.001764131,0.0001616966,0.001451934,0.002371322,0.00181164,0.0004606618,0.002553014,0.9469634,0.001134815],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9406791,0.00954299,0.006087692,0.03384171,0.0007406262,0.0006614315,0.001490297,0.0008669442,0.006089211],"genre_scores_gemma":[0.9934587,0.002187616,0.002081955,0.0002420832,0.0003645033,0.00003856049,0.0001979239,0.0000776069,0.001351062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9419416,"threshold_uncertainty_score":0.9995623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01114159908805076,"score_gpt":0.2937641669432686,"score_spread":0.2826225678552179,"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."}}