{"id":"W4417491726","doi":"10.25145/j.cedille.2025.28.01","title":"Presentación","year":2025,"lang":"","type":"article","venue":"Çédille","topic":"Literature, Culture, and Aesthetics","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universidad de Extremadura; Universidad de Salamanca; Universität Innsbruck; Universitat Autònoma de Barcelona; Universitat de Lleida; Universidad de Córdoba; Universidade de Trás-os-Montes e Alto Douro; Universidad de Valladolid; Universidade do Porto; Universidad de Las Palmas de Gran Canaria; Universidad de Alcalá; Universitat de Barcelona; Universidad de Murcia; Universidad Autónoma de Madrid; Queen's University; Universidad de Zaragoza; Universidad Complutense de Madrid; Universitat de Girona; Université de Lorraine; Universidad de Granada; Universidad Santiago de Cali; Universidad de La Laguna; Universidad de Málaga; Universitat Pompeu Fabra; University of Leeds; Universidad de Huelva; Euskal Herriko Unibertsitatea; Université de Montpellier; Université de Lille; Centre National de la Recherche Scientifique; Sorbonne Université; Université de Genève; Universidad de Oviedo; Université du Québec à Montréal; Universidad de Sevilla; Division of Chemistry; Universidad de Alicante","keywords":"","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004156692,0.0007503637,0.001053711,0.004102708,0.001943536,0.008751533,0.001859868,0.002222722,0.1837185],"category_scores_gemma":[0.01293023,0.0003090809,0.000958996,0.002587806,0.001345608,0.003246633,0.002532538,0.002154441,0.0690027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003811433,"about_ca_system_score_gemma":0.005180752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008421566,"about_ca_topic_score_gemma":0.00972162,"domain_scores_codex":[0.9973094,0.0006793755,0.0002560387,0.0005696683,0.0008924808,0.0002928894],"domain_scores_gemma":[0.9953175,0.001081758,0.0003006108,0.000724155,0.002134316,0.0004417007],"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":[0.0004884557,0.0001788112,0.003424406,0.002984335,0.00009372944,0.001579175,0.003256728,0.0001975414,0.0006603232,0.03335373,0.5024403,0.4513426],"study_design_scores_gemma":[0.00001029851,0.00002312981,0.0005965515,0.001312535,0.00002365989,0.0006705705,0.0005779004,0.00002124689,0.0001252859,0.001729887,0.9948999,0.00000899108],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01636144,0.2265186,0.008371877,0.05310159,0.05563246,0.0007754862,0.01288972,0.001215307,0.6251335],"genre_scores_gemma":[0.103352,0.2055276,0.01384587,0.03416972,0.03147402,0.001300659,0.01851919,0.001300684,0.5905103],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8162815,"threshold_uncertainty_score":0.6145997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01236362209752548,"score_gpt":0.241710465155667,"score_spread":0.2293468430581415,"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."}}