{"id":"W4394575368","doi":"10.3389/feduc.2024.1342473","title":"The brain on playdo: neuroscience in education","year":2024,"lang":"en","type":"article","venue":"Frontiers in Education","topic":"Neuroscience, Education and Cognitive Function","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Neuroscience; Computer science; Cognitive science; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002461192,0.001090935,0.0008191562,0.002905722,0.005663065,0.01092673,0.001471885,0.009832683,0.02332308],"category_scores_gemma":[0.003173577,0.0003312928,0.0004526402,0.001773932,0.010308,0.0164551,0.005229807,0.01442618,0.00575922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006148264,"about_ca_system_score_gemma":0.004991805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01414961,"about_ca_topic_score_gemma":0.03817412,"domain_scores_codex":[0.9986728,0.0005106803,0.00006484112,0.0001679523,0.0003563977,0.0002272308],"domain_scores_gemma":[0.9969364,0.001354945,0.0001249404,0.000104722,0.0003989502,0.001079987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000312092,0.00005933427,0.0005539142,0.0004359687,0.000009857256,0.0003864928,0.004374227,0.00003989076,0.0003087764,0.04849682,0.8176706,0.1276328],"study_design_scores_gemma":[0.000008753172,0.00003245326,0.001188517,0.001274352,0.00000662686,0.0008032439,0.006128271,0.00005828649,0.0000833349,0.02709133,0.9633052,0.00001961728],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.000822171,0.3200442,0.0006351382,0.6033581,0.03319971,0.00002312333,0.00005670976,0.000190584,0.04167023],"genre_scores_gemma":[0.03427582,0.3179509,0.002797127,0.4090715,0.05890547,0.000202773,0.0001296491,0.0003078772,0.1763589],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02332308,"threshold_uncertainty_score":0.07802349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0173230012750158,"score_gpt":0.2990040428173956,"score_spread":0.2816810415423798,"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."}}