{"id":"W4385561262","doi":"10.22201/fesc.20072236e.2021.12.22.1","title":"Calidad de la Educación Superior en México en el Contexto de la Acreditación Internacional","year":2021,"lang":"es","type":"article","venue":"Revista Universitaria Digital de Ciencias Sociales (RUDICS)","topic":"Education and Teacher Training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"China Association for Science and Technology; Pakistan Engineering Council; Canadian Food Inspection Agency","keywords":"Humanities; Political science; Art","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001591356,0.000168572,0.0002284124,0.001379196,0.002439501,0.003626301,0.0004258722,0.0004672548,0.01320577],"category_scores_gemma":[0.004072994,0.0001228823,0.0002126532,0.002641344,0.001468072,0.0015178,0.002319069,0.001139273,0.0004099692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01034078,"about_ca_system_score_gemma":0.007881966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2138314,"about_ca_topic_score_gemma":0.2809951,"domain_scores_codex":[0.9991727,0.0001980535,0.00002363404,0.000137389,0.0001420181,0.0003262128],"domain_scores_gemma":[0.9975168,0.000621968,0.0006934645,0.0001184061,0.0006459883,0.0004034513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003006782,0.0002621227,0.6441697,0.0007053257,0.00009074809,0.0007360911,0.1091071,0.001381658,0.00145751,0.06893235,0.01540604,0.1574507],"study_design_scores_gemma":[0.0000113859,0.0001030642,0.8457112,0.0003793429,0.00007032472,0.00008715804,0.08009331,0.0004623474,0.0003604919,0.002149092,0.07055308,0.00001917504],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9410184,0.001315218,0.0006628595,0.006074083,0.00004891828,0.00003167016,0.000701229,0.00004139266,0.05010632],"genre_scores_gemma":[0.9899939,0.001056889,0.0004812294,0.0001722752,0.00002093714,0.00002876573,0.0002133434,0.000008179545,0.008024668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2138314,"threshold_uncertainty_score":0.4251736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03535885804808044,"score_gpt":0.3646264002895498,"score_spread":0.3292675422414694,"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."}}