{"id":"W7111630861","doi":"","title":"Neuroeducación en la era digital desde el prisma de la literatura científica en Web of Sciences","year":2025,"lang":"es","type":"article","venue":"Dialnet (Universidad de la Rioja)","topic":"Neuroscience, Education and Cognitive Function","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thematic map; Thematic analysis; Field (mathematics); Relevance (law); Internationalization; Web of science; Digital library; Production (economics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00111826,0.0003596783,0.0003318803,0.001151045,0.0006708787,0.001808833,0.001058535,0.0002851871,0.00009488954],"category_scores_gemma":[0.002562304,0.0003918416,0.0002134792,0.003492615,0.002371817,0.001182365,0.0003147859,0.0007534929,0.00005208301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002052442,"about_ca_system_score_gemma":0.002546664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002770511,"about_ca_topic_score_gemma":0.000001416928,"domain_scores_codex":[0.9954456,0.001968231,0.0003302902,0.0009947821,0.000591362,0.0006697534],"domain_scores_gemma":[0.9947069,0.00427595,0.0002754429,0.0003380838,0.0001467264,0.0002569016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002944348,0.001703896,0.05226138,0.0002302604,0.00003472934,0.0002366496,0.008024625,0.0001388639,0.4880552,0.4135236,0.004861389,0.03063503],"study_design_scores_gemma":[0.002293201,0.0007016893,0.4978243,0.000595331,0.0002055965,0.0003262899,0.005625044,0.005164088,0.0570999,0.006086362,0.4230799,0.0009983162],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8638732,0.0000823827,0.000407114,0.001483047,0.001032061,0.0003013045,0.0001237788,0.0001009438,0.1325962],"genre_scores_gemma":[0.9934146,0.0003278528,0.0001531504,0.001202867,0.0001343522,0.00001112338,0.000006801787,0.00002451871,0.004724716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4455629,"threshold_uncertainty_score":0.9998534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008039589896887548,"score_gpt":0.2757911279310873,"score_spread":0.2677515380341998,"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."}}