{"id":"W4238894059","doi":"10.17811/rifie.49.2.2020.93-102","title":"Sumario","year":2020,"lang":"es","type":"article","venue":"Aula Abierta","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universidad de Deusto; Universidad de La Rioja; Pontificia Universidad Católica de Chile; Universidad de Almería; Universidad de Cádiz; Universidad de Córdoba; Universidad de Valladolid; Universidad de Oviedo; Universitat de les Illes Balears; Universidad de Las Palmas de Gran Canaria; Universidad de Cantabria; Universidad de Huelva; Universidad de Málaga; Universidad Nacional de Educación a Distancia; Universitat Jaume I; Universidad de Murcia; Euskal Herriko Unibertsitatea; University of Bristol; Deakin University; Pontificia Universidad Católica de Valparaíso; Universidad de Granada; Universidad de Navarra; University of Toronto; New Zealand Council for Educational Research; Universidad de La Laguna; Universidad Politécnica Salesiana del Ecuador; Universidad Autónoma de Madrid; Universidad de Santiago de Chile; Universidad de Salamanca; Claremont Graduate University; Centre National de la Recherche Scientifique; Universidad Internacional de La Rioja; Universidad de Sevilla; Instituto Tecnológico y de Estudios Superiores de Monterrey; Universidad de Zaragoza; Universidad Complutense de Madrid; Universidad de Jaén; Johns Hopkins University; McGill University; Universidad de León; Helsingin Yliopisto","keywords":"Art","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001819886,0.0003976982,0.0004510068,0.00007150616,0.0001416943,0.0002645674,0.0006638177,0.0002160843,0.006768749],"category_scores_gemma":[0.0005791255,0.0004261193,0.0002227657,0.0007623231,0.0001734191,0.0002342498,0.0003213197,0.0004558641,0.3236013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001131242,"about_ca_system_score_gemma":0.0002097594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000403578,"about_ca_topic_score_gemma":0.00006031547,"domain_scores_codex":[0.9974608,0.0001658276,0.0004365123,0.0007111632,0.0005234922,0.0007022307],"domain_scores_gemma":[0.9983069,0.0001216846,0.0001725922,0.0006732241,0.00009664051,0.0006289044],"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":[0.0003039739,0.0002675867,0.08894648,0.0003144632,0.0004484429,0.0003638732,0.004499596,0.0001304344,0.05656749,0.01517915,0.8239316,0.009046844],"study_design_scores_gemma":[0.00095008,0.0001984053,0.03080754,0.00007675235,0.0001905556,0.00001001798,0.0001216973,0.003303409,0.003631701,0.0001613686,0.959931,0.0006174902],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.748882,0.003395713,0.0001201898,0.04753957,0.001169528,0.0009503544,0.0004920358,0.001000576,0.1964501],"genre_scores_gemma":[0.9893093,0.00003942042,0.0002299025,0.003392607,0.0007570647,0.000009858521,0.0000724625,0.0002604099,0.005929033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3168326,"threshold_uncertainty_score":0.999819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03052144668700384,"score_gpt":0.2614286963124683,"score_spread":0.2309072496254645,"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."}}