{"id":"W2913183068","doi":"10.1002/9781444345827.ch2","title":"Educational Neuroscience: Motivations, Methodology, and Implications","year":2011,"lang":"en","type":"other","venue":"Educational Neuroscience","topic":"Neuroscience, Education and Cognitive Function","field":"Neuroscience","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Educational neuroscience; Psychology; Cognitive science; Neuroscience; Sociology; Political science; Education theory; Higher education","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004837585,0.0006271491,0.0004049565,0.001322132,0.001060829,0.0003237723,0.001363646,0.0002506572,0.003123725],"category_scores_gemma":[0.007772525,0.000637886,0.000126568,0.002384229,0.002156621,0.000604042,0.0003084191,0.0006193826,0.0005227154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009683548,"about_ca_system_score_gemma":0.001772273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001012633,"about_ca_topic_score_gemma":0.00001982726,"domain_scores_codex":[0.9946189,0.0006049665,0.0005905347,0.002570123,0.0008253654,0.0007901287],"domain_scores_gemma":[0.996659,0.0009672831,0.0007161917,0.0009213726,0.000175338,0.0005608612],"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":[0.00001195062,0.0009572461,0.004599911,0.0000528544,0.000002095977,0.000001807437,0.0002561099,0.000003160627,0.1656308,0.2387071,0.5875815,0.002195483],"study_design_scores_gemma":[0.0002939585,0.0001376741,0.2109365,0.00008683252,0.00004461469,0.0004138717,0.00007764994,0.00006200963,0.00436713,0.02321643,0.7593257,0.001037583],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004344896,0.0006259849,0.004950035,0.05822481,0.02710042,0.002817404,0.0008190911,0.000892664,0.9002247],"genre_scores_gemma":[0.06627005,0.001049212,0.002199585,0.02282768,0.001459759,0.0007510418,0.00006293932,0.0004239433,0.9049558],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2154906,"threshold_uncertainty_score":0.9996073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1609920151097581,"score_gpt":0.3781602712599026,"score_spread":0.2171682561501445,"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."}}