{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002659233,0.0003636749,0.0002110665,0.001318587,0.001359028,0.00320138,0.0007044241,0.0005009302,0.004769379],"category_scores_gemma":[0.009374625,0.0002224408,0.0003433838,0.001227061,0.001145707,0.001511054,0.002214244,0.0006773117,0.000431381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003388357,"about_ca_system_score_gemma":0.003233791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02094724,"about_ca_topic_score_gemma":0.02701113,"domain_scores_codex":[0.9979043,0.0006894724,0.00008654378,0.0004260326,0.0006325525,0.0002611253],"domain_scores_gemma":[0.9940187,0.001690951,0.001280833,0.0004885701,0.001678674,0.0008423612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008155456,0.0009728281,0.4052006,0.001537881,0.0001392593,0.0002356238,0.06969361,0.004674003,0.01329183,0.01569619,0.005682837,0.4820598],"study_design_scores_gemma":[0.00003762159,0.0008478081,0.8457518,0.0005862291,0.0001588342,0.000119029,0.07910351,0.003987846,0.004206534,0.004028003,0.06108725,0.00008553229],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9507254,0.0005367176,0.01259894,0.0008211149,0.00007358275,0.0002497178,0.0003908964,0.0003071125,0.03429656],"genre_scores_gemma":[0.9865737,0.0003474262,0.00619735,0.00006847456,0.00001309797,0.0002142551,0.0001534091,0.00003648405,0.00639586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02094724,"threshold_uncertainty_score":0.04165065,"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."}}