{"id":"W4298125277","doi":"10.56374/xau.03.08.22.08","title":"Calidad Educativa en el Sistema Educativo Universitario Peruano","year":2022,"lang":"en","type":"article","venue":"","topic":"Education and Teacher Training","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Accreditation; Political science; State (computer science); Public university; Quality (philosophy); Higher education; Process (computing); Public administration; Library science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004741947,0.000368577,0.0003069674,0.001863705,0.002058114,0.004017997,0.0006480782,0.001149717,0.01001595],"category_scores_gemma":[0.008429709,0.0002011437,0.0003441463,0.002351681,0.001886276,0.001648386,0.003737549,0.001927006,0.001164551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004858388,"about_ca_system_score_gemma":0.00607902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02118741,"about_ca_topic_score_gemma":0.02116758,"domain_scores_codex":[0.9976354,0.001282979,0.0000878692,0.0002023463,0.0004547958,0.000336633],"domain_scores_gemma":[0.9958313,0.001889198,0.0005862156,0.0003261949,0.001066796,0.0003003163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002097556,0.0006197451,0.1081426,0.002104756,0.00008760163,0.00162047,0.03877394,0.002340592,0.00293571,0.2171429,0.0527898,0.5732321],"study_design_scores_gemma":[0.00007703188,0.000439279,0.1370471,0.001347578,0.00009326301,0.0008740356,0.01723311,0.001910414,0.001125839,0.01592299,0.8238687,0.00006069637],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4268592,0.01895996,0.01319894,0.07626502,0.0007620425,0.0003738749,0.00104267,0.001251081,0.4612872],"genre_scores_gemma":[0.9376184,0.01027105,0.00761572,0.002578286,0.0006461371,0.0002769257,0.0006994304,0.00007929131,0.04021488],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02118741,"threshold_uncertainty_score":0.04212821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04037763750896998,"score_gpt":0.3625292324323099,"score_spread":0.3221515949233399,"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."}}