{"id":"W4415880722","doi":"10.63803/prisma.v1n4.28","title":"Neuroeducation and Its Contribution to the Teaching and Effective Learning Process<b></b>","year":2025,"lang":"","type":"article","venue":"Prisma Journal","topic":"Neuroscience, Education and Cognitive Function","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cegep de Sept Iles","funders":"","keywords":"Personalization; Field (mathematics); Foundation (evidence); Experiential learning; Learning sciences; Educational technology","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":["metaresearch","metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002759186,0.0003661,0.0003004227,0.0005378435,0.005507834,0.001478842,0.000347092,0.0001111445,0.0000354413],"category_scores_gemma":[0.01684489,0.0003006449,0.00008023546,0.00115726,0.0002188064,0.0009908999,0.0001845634,0.002084384,0.00004112259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001778455,"about_ca_system_score_gemma":0.0005017104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000126774,"about_ca_topic_score_gemma":0.000001938432,"domain_scores_codex":[0.9948727,0.002391578,0.0005854812,0.0008984625,0.0006157933,0.0006360132],"domain_scores_gemma":[0.9969555,0.001309515,0.0005342285,0.0001751723,0.0006395979,0.0003860159],"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":[0.0004632534,0.0005144891,0.003769133,0.0001503873,0.00003189273,0.00001689411,0.01073365,0.000284066,0.8143091,0.007992013,0.001458815,0.1602763],"study_design_scores_gemma":[0.003760797,0.002761794,0.5234205,0.001328358,0.0005669887,0.002837368,0.003751381,0.02821247,0.1658894,0.002909148,0.2632863,0.001275475],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9646522,0.001361406,0.009467147,0.01616032,0.005192242,0.001468539,0.000004883609,0.00004578698,0.00164745],"genre_scores_gemma":[0.9918383,0.0008749444,0.00001567484,0.004082581,0.0005451815,0.00008469898,0.000001363344,0.00002267965,0.002534566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6484197,"threshold_uncertainty_score":0.9999446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01094721578345497,"score_gpt":0.2913310758460879,"score_spread":0.2803838600626329,"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."}}