{"id":"W3025046710","doi":"10.3389/frym.2020.00054","title":"Understanding Your Brain to Help You Learn Better","year":2020,"lang":"en","type":"article","venue":"Frontiers for Young Minds","topic":"Neuroscience, Education and Cognitive Function","field":"Neuroscience","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"Jacobs Foundation","keywords":"Psychology; Core Knowledge; Core (optical fiber); Computer science; Knowledge management","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":[0.0008364334,0.0005444631,0.00034129,0.0006738998,0.0009170112,0.003444729,0.0006528075,0.001977437,0.01375535],"category_scores_gemma":[0.002000884,0.0001373546,0.0003838882,0.0003159805,0.003714544,0.005791476,0.00136956,0.002898533,0.006555657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008430447,"about_ca_system_score_gemma":0.001812091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00179145,"about_ca_topic_score_gemma":0.002468023,"domain_scores_codex":[0.9996983,0.00009320859,0.00001416676,0.00004860277,0.00009249046,0.00005328063],"domain_scores_gemma":[0.999525,0.0001793777,0.00004801066,0.00003880299,0.0001032649,0.0001055195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000607145,0.0001906043,0.002594021,0.001261331,0.00003901703,0.0004711761,0.008277051,0.0006362295,0.0134558,0.3558339,0.1793763,0.4378039],"study_design_scores_gemma":[0.00001778427,0.0001151192,0.003846657,0.0007767514,0.00002477714,0.001106728,0.003237461,0.0005458738,0.004714508,0.2965424,0.6890257,0.00004628758],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03764439,0.09566098,0.1517683,0.3735186,0.00956495,0.0001829654,0.000512118,0.002622054,0.3285257],"genre_scores_gemma":[0.3348047,0.1761819,0.2249172,0.06514958,0.007384534,0.0004329831,0.000637639,0.0009532631,0.1895381],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01375535,"threshold_uncertainty_score":0.04601622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1260889411246808,"score_gpt":0.2957680592663875,"score_spread":0.1696791181417067,"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."}}