{"id":"W3096784347","doi":"10.33262/concienciadigital.v3i3.1.1384","title":"Evaluación educacional a las tecnologías de información y comunicación con modelos estadísticos","year":2020,"lang":"es","type":"article","venue":"ConcienciaDigital","topic":"Educational Innovations and Technology","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.02198208,0.001073139,0.001124933,0.002915905,0.001246895,0.009208691,0.0013264,0.001474938,0.008896142],"category_scores_gemma":[0.06898114,0.0005523075,0.0022967,0.004260481,0.002528999,0.00536161,0.003678152,0.00193057,0.001065047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006441523,"about_ca_system_score_gemma":0.008458002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01317075,"about_ca_topic_score_gemma":0.01310526,"domain_scores_codex":[0.973143,0.01982141,0.0008740438,0.001311394,0.004223394,0.0006267705],"domain_scores_gemma":[0.9275031,0.05573039,0.004861219,0.003771034,0.007338839,0.0007954429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0020101,0.002718366,0.225998,0.008312674,0.00164535,0.0002854366,0.04267091,0.04623942,0.004298065,0.1431947,0.005785649,0.5168413],"study_design_scores_gemma":[0.0008801651,0.00785715,0.3302051,0.0138696,0.00539649,0.000819044,0.09659932,0.1482718,0.01654702,0.1984422,0.180443,0.0006691296],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.674117,0.0124571,0.2193435,0.00904987,0.0004217816,0.002573992,0.001465598,0.0006627562,0.0799083],"genre_scores_gemma":[0.9365184,0.005702345,0.0472816,0.000517288,0.00005064936,0.002461031,0.0003890161,0.00008812915,0.006991438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02198208,"threshold_uncertainty_score":0.1162537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0449581873764059,"score_gpt":0.3151797335762488,"score_spread":0.270221546199843,"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."}}