{"id":"W4415880722","doi":"10.63803/prisma.v1n4.28","title":"Neuroeducation and Its Contribution to the Teaching and Effective Learning Process&lt;b&gt;&lt;/b&gt;","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003415972,0.0002027272,0.0001767817,0.0007663582,0.001492212,0.003096645,0.0005648989,0.001045676,0.007350668],"category_scores_gemma":[0.006772615,0.0001225854,0.0002514386,0.0005104537,0.006443158,0.002229668,0.005240288,0.002246827,0.001038946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002776578,"about_ca_system_score_gemma":0.01005558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001741813,"about_ca_topic_score_gemma":0.003084619,"domain_scores_codex":[0.9979961,0.00113984,0.0001190252,0.0001473463,0.0004733816,0.0001243692],"domain_scores_gemma":[0.9961583,0.00182063,0.0003711887,0.0003219486,0.0004970045,0.0008308965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003147473,0.0001300204,0.001762397,0.000959806,0.0000146271,0.0003443528,0.007157862,0.0003303078,0.001374776,0.4022554,0.0121214,0.5735177],"study_design_scores_gemma":[0.00002613614,0.0001211336,0.01290333,0.001742423,0.00002755774,0.00271762,0.005722761,0.0008106467,0.003259741,0.4130919,0.5595255,0.00005120118],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04631795,0.0424913,0.152928,0.1545634,0.003050095,0.0003578494,0.0001228415,0.0005910759,0.5995775],"genre_scores_gemma":[0.7513739,0.03223406,0.159858,0.007315793,0.0008773092,0.0005959649,0.00008047621,0.0002472604,0.0474172],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.007350668,"threshold_uncertainty_score":0.02459037,"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."}}