{"id":"W2411371417","doi":"","title":"Cómo podemos lograr sistemas educativos de calidad","year":2016,"lang":"es","type":"article","venue":"Universidad Peruana de Ciencias Aplicadas (UPC)","topic":"Education and Teacher Training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Computer science; 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":[0.006400463,0.0007118457,0.0005789713,0.003025708,0.002319295,0.009830431,0.001547356,0.002327509,0.05531421],"category_scores_gemma":[0.01364165,0.000374434,0.0005457932,0.00493699,0.002154957,0.005834335,0.005182493,0.002320867,0.01854758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005234713,"about_ca_system_score_gemma":0.008540142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01919163,"about_ca_topic_score_gemma":0.01783319,"domain_scores_codex":[0.9942747,0.002761908,0.0002796981,0.0009270415,0.001157962,0.0005986295],"domain_scores_gemma":[0.9916362,0.002218289,0.0009202797,0.001131473,0.003018546,0.001075244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002158711,0.00032198,0.03883221,0.001512167,0.0001200325,0.0002880917,0.01034721,0.00148182,0.00167884,0.1688031,0.1903825,0.5860161],"study_design_scores_gemma":[0.00006837405,0.0001653681,0.0263827,0.0008546121,0.00007001672,0.0001700447,0.006978887,0.002134343,0.001040363,0.03701635,0.9250534,0.00006562237],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05583451,0.0160269,0.05565011,0.117169,0.001641264,0.00088183,0.004445639,0.006354743,0.741996],"genre_scores_gemma":[0.6458963,0.01908739,0.05345179,0.007666356,0.001344034,0.001457331,0.005445525,0.001074742,0.2645766],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05531421,"threshold_uncertainty_score":0.1850445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03414136674301552,"score_gpt":0.326223959016865,"score_spread":0.2920825922738495,"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."}}