{"id":"W4408096363","doi":"10.32870/dse.v0i32.1593","title":"Vínculos entre la clasificación categorial y el funcionamiento ejecutivo en niños con TDAH","year":2025,"lang":"es","type":"article","venue":"Diálogos sobre educación","topic":"Developmental and Educational Neuropsychology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Humanities; Psychology; Philosophy","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007511628,0.001051885,0.001015585,0.000848592,0.0005155326,0.0002696236,0.001251099,0.001177151,0.006643175],"category_scores_gemma":[0.0003928176,0.001086344,0.0004769444,0.001310422,0.0007610404,0.0002252185,0.0003987904,0.001438203,0.009009033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000491795,"about_ca_system_score_gemma":0.00163636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003061694,"about_ca_topic_score_gemma":0.00002756399,"domain_scores_codex":[0.993031,0.00147684,0.001312952,0.002016125,0.0006290219,0.001534023],"domain_scores_gemma":[0.9961675,0.001371188,0.0004034681,0.001212799,0.0003411676,0.0005039132],"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":[0.0010878,0.005848954,0.05530248,0.0003329432,0.00109749,0.0002051908,0.006891685,0.000005305047,0.00267298,0.3428105,0.5450364,0.03870828],"study_design_scores_gemma":[0.002883656,0.0002500249,0.2461747,0.0001954122,0.0002304421,0.0001798953,0.003541593,0.000005116593,0.0003164134,0.007649668,0.7377379,0.0008351436],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5120873,0.001362628,0.0001131518,0.04111855,0.06661955,0.00155094,0.0003890406,0.0003282473,0.3764305],"genre_scores_gemma":[0.9200483,0.0005258447,0.0001390278,0.006307067,0.003191359,0.0004135701,0.0006370152,0.000125661,0.06861213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.407961,"threshold_uncertainty_score":0.9991587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01116349073195726,"score_gpt":0.329965625513517,"score_spread":0.3188021347815598,"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."}}