{"id":"W4392618738","doi":"10.56219/dialctica.v1i22.2548","title":"IMPACTO DEL USO DE LAS TIC EN LOS PROCESOS DE ENSEÑANZA Y APRENDIZAJE DURANTE Y DESPUÉS DE LA PANDEMIA","year":2024,"lang":"es","type":"article","venue":"DIALÉCTICA","topic":"Educational Innovations and Technology","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Humanities; Coronavirus disease 2019 (COVID-19); Philosophy; Cartography; Geography; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001044672,0.0002743409,0.0002427565,0.0004469144,0.0002137138,0.0007354774,0.0007719474,0.0004352353,0.0001332274],"category_scores_gemma":[0.0008274936,0.0002681783,0.0001106624,0.001280148,0.0002699365,0.0003470001,0.0001964086,0.000727621,0.0002476154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004826074,"about_ca_system_score_gemma":0.002425598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001572909,"about_ca_topic_score_gemma":0.0000156906,"domain_scores_codex":[0.9978279,0.0002517631,0.0003835362,0.0005392839,0.0002413385,0.0007561589],"domain_scores_gemma":[0.9977075,0.001372222,0.00008721998,0.0004979162,0.0001463324,0.0001888119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002131032,0.0003653895,0.03764474,0.0005010858,0.0002167492,0.000246339,0.004660841,0.00008484766,0.01156885,0.8945779,0.009842377,0.0402696],"study_design_scores_gemma":[0.0009355611,0.0005143178,0.1806302,0.0015334,0.000488533,0.003365296,0.0006465561,0.1956815,0.03023857,0.3857096,0.1985119,0.001744575],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8047792,0.002082771,0.1763069,0.01013886,0.0005169621,0.0003133913,0.00004800894,0.0006219367,0.005191979],"genre_scores_gemma":[0.9783033,0.0002238886,0.01934648,0.0007742153,0.000433736,0.00009893881,0.00001031759,0.00004158736,0.0007675962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5088683,"threshold_uncertainty_score":0.9999771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01187222320873301,"score_gpt":0.3327164202802615,"score_spread":0.3208441970715286,"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."}}