{"id":"W4402942499","doi":"10.56238/sevened2024.027-006","title":"MATHEMATICS EDUCATION AND COGNITIVE NEUROSCIENCE: INTERFACES REVEALED BY RESEARCHERS FROM THE CANADIAN LABORATORY ENGRAMMETRON (EDUCATIONAL NEUROSCIENCE AND MIXED RESEARCH LABORATORY)","year":2024,"lang":"en","type":"book-chapter","venue":"Seven Editora eBooks","topic":"Neuroscience, Education and Cognitive Function","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognitive neuroscience; Educational neuroscience; Psychology; Cognition; Cognitive science; Neuroscience; Political science; Education theory; Higher education","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003648628,0.0004054951,0.0003896722,0.001749024,0.006299464,0.008168938,0.0007713024,0.00259689,0.003903624],"category_scores_gemma":[0.003824342,0.0002503686,0.0002167924,0.002056518,0.008606254,0.003668193,0.003417239,0.003716931,0.0006552859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0153829,"about_ca_system_score_gemma":0.01857896,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2190694,"about_ca_topic_score_gemma":0.4882661,"domain_scores_codex":[0.9976787,0.0007408826,0.00005573088,0.0002739335,0.0009209655,0.0003297202],"domain_scores_gemma":[0.996505,0.001801826,0.0001222472,0.000101614,0.000781205,0.0006881492],"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":[0.0001338515,0.00008465358,0.003095546,0.000709286,0.00001540101,0.000923354,0.1513651,0.0003113461,0.002777102,0.2414093,0.37771,0.221465],"study_design_scores_gemma":[0.000007454009,0.00002895039,0.00407839,0.0003821978,0.000008032121,0.0004928975,0.02221387,0.0001083919,0.0005423893,0.01091805,0.9611803,0.00003908748],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.04949685,0.3378693,0.003671421,0.2948801,0.01018271,0.00005893607,0.0001474905,0.00014135,0.3035518],"genre_scores_gemma":[0.3656099,0.1980452,0.007303072,0.0497593,0.006847401,0.0001278497,0.0001790747,0.0002963426,0.3718319],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7809306,"threshold_uncertainty_score":0.4355886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06921809674433066,"score_gpt":0.3438724772538936,"score_spread":0.274654380509563,"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."}}