{"id":"W2275168356","doi":"10.6020/1679-9844/v10n3a1","title":"LA CALIDAD EN LOS AMBIENTES VIRTUALES DE APRENDIZAJE. UNA ADAPTACIÓN DE CATEGORÍAS E INDICADORES PARA LOS PROGRAMAS A DISTANCIA DEL CONTEXTO MEXICANO","year":2015,"lang":"es","type":"article","venue":"InterScience Place","topic":"E-Learning and Knowledge Management","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","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":[0.004557191,0.0006275598,0.0006084227,0.0004687984,0.0003896324,0.001960892,0.003454004,0.0002798057,0.00002613788],"category_scores_gemma":[0.001967652,0.0005774351,0.0002382786,0.001313957,0.001813282,0.000831383,0.001543563,0.0008383567,0.0003142354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009767956,"about_ca_system_score_gemma":0.001251548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001151024,"about_ca_topic_score_gemma":0.0007354795,"domain_scores_codex":[0.9936748,0.001500869,0.0007217368,0.001367224,0.001178693,0.001556655],"domain_scores_gemma":[0.9963437,0.0009338296,0.0004611756,0.0009523417,0.0002783629,0.00103056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000879765,0.003458367,0.1913913,0.001094595,0.0005342906,0.002104952,0.1687357,0.006183889,0.003561724,0.3973815,0.04611316,0.1785608],"study_design_scores_gemma":[0.003828663,0.003774217,0.02229646,0.005049541,0.0003401401,0.0005572718,0.04739072,0.6029888,0.01039575,0.004760348,0.2950744,0.003543677],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5559036,0.002668207,0.4256942,0.002749901,0.000803088,0.0009162332,0.0000673989,0.0005852088,0.01061214],"genre_scores_gemma":[0.9890985,0.00007156705,0.006536368,0.0004301828,0.0001434713,0.0001252513,0.000008595171,0.00004291978,0.003543129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5968049,"threshold_uncertainty_score":0.9996677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04318766366043072,"score_gpt":0.3425103399629209,"score_spread":0.2993226763024902,"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."}}