{"id":"W2792909012","doi":"10.21071/edmetic.v7i1.6910","title":"Modelo de integración de la competencia digital del docente universitario para su desarrollo profesional en la enseñanza de la matemática – Universidad Tecnológica Equinoccial de Ecuador","year":2018,"lang":"es","type":"article","venue":"EDMETIC","topic":"Educational Innovations and Technology","field":"Computer Science","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Sociology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001037117,0.0003440962,0.0003023359,0.0005717148,0.0005167113,0.0005520367,0.001401431,0.0005808035,0.0001292489],"category_scores_gemma":[0.0003575592,0.0003643778,0.0001389393,0.001088998,0.001283205,0.0005415986,0.0006211013,0.0008234846,0.0001412526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001037179,"about_ca_system_score_gemma":0.003514977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002945133,"about_ca_topic_score_gemma":0.0000221158,"domain_scores_codex":[0.9973093,0.0005901191,0.0003456988,0.0005596933,0.0003286609,0.0008665118],"domain_scores_gemma":[0.9973973,0.001282337,0.0001791772,0.0005166617,0.0003834207,0.0002410817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000124867,0.0008528819,0.04898768,0.0000599589,0.0001716184,0.0004148474,0.003862294,0.0001911489,0.002901515,0.9310487,0.003103765,0.008280709],"study_design_scores_gemma":[0.004332649,0.001511116,0.3696411,0.001144086,0.000496001,0.004016127,0.008487788,0.175034,0.008288713,0.3360529,0.08832921,0.002666391],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8985431,0.0001015708,0.08741897,0.002568136,0.0001969936,0.0002048416,0.00005381796,0.0002119641,0.01070063],"genre_scores_gemma":[0.9331473,0.00003439073,0.06529678,0.0003048549,0.0002143157,0.00001114355,0.00001871218,0.00002962485,0.0009428875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5949959,"threshold_uncertainty_score":0.9998808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0110566515695308,"score_gpt":0.2850670478951245,"score_spread":0.2740103963255937,"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."}}