{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002958773,0.0003057687,0.0002666184,0.001698496,0.004708585,0.005844168,0.0006701135,0.000657112,0.008000053],"category_scores_gemma":[0.003496106,0.0001703108,0.0002050882,0.003418853,0.003441975,0.001410414,0.004200891,0.001052728,0.0006434663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02245877,"about_ca_system_score_gemma":0.03416488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3092807,"about_ca_topic_score_gemma":0.510708,"domain_scores_codex":[0.9980657,0.0008266504,0.000056955,0.000207552,0.0004688113,0.0003744079],"domain_scores_gemma":[0.9974002,0.0007031134,0.0002124414,0.0001716198,0.0008178878,0.0006947966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001702433,0.0003418527,0.1005683,0.001050158,0.00003545287,0.0009283662,0.4100106,0.001007069,0.003324041,0.05225207,0.02235298,0.4079589],"study_design_scores_gemma":[0.00001961828,0.0001297635,0.2202637,0.0009089333,0.00004077608,0.0002239185,0.3941397,0.0006632687,0.001672552,0.003518562,0.3783595,0.00005975096],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8370246,0.006115894,0.002270444,0.01570462,0.00009934623,0.0002040456,0.0004483716,0.0001227715,0.1380098],"genre_scores_gemma":[0.9534528,0.003586564,0.002041675,0.00075748,0.00001853415,0.0001345989,0.0001238944,0.00002901218,0.0398555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3092807,"threshold_uncertainty_score":0.6149609,"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."}}