{"id":"W2487964740","doi":"","title":"10 Claves de la Educación, grandes aportes para innovar en el centro educativo","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; Geography; 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":[0.00503071,0.0005884868,0.000276229,0.001442702,0.0063919,0.008583866,0.001181981,0.003190333,0.02607754],"category_scores_gemma":[0.005350156,0.0003704696,0.0004732693,0.001515469,0.004650048,0.00375163,0.008877331,0.004172601,0.003834335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008021569,"about_ca_system_score_gemma":0.02895753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02420016,"about_ca_topic_score_gemma":0.04876111,"domain_scores_codex":[0.9950825,0.002570058,0.0001408997,0.0003850393,0.0009239657,0.0008975569],"domain_scores_gemma":[0.9936004,0.001305248,0.0004589088,0.000406965,0.001656359,0.002572193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001425613,0.0003009792,0.01635165,0.001699309,0.00005559273,0.001210606,0.09306256,0.0004958301,0.002727326,0.1858051,0.3816685,0.31648],"study_design_scores_gemma":[0.000007329862,0.00003622108,0.009246698,0.0007461475,0.00001140028,0.000300975,0.01835031,0.0000760437,0.0003349983,0.005127867,0.9657448,0.00001716769],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0554758,0.0577695,0.006891387,0.489868,0.004244066,0.0003033946,0.0004154613,0.0005091521,0.3845232],"genre_scores_gemma":[0.5161129,0.05091794,0.01327081,0.03745015,0.002326485,0.0005467886,0.0006765358,0.0002977896,0.3784006],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02607754,"threshold_uncertainty_score":0.08723807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02283568800987096,"score_gpt":0.3450600700976852,"score_spread":0.3222243820878142,"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."}}