{"id":"W3033059806","doi":"10.24046/neuroed.20200601.4","title":"Early childhood education and cognitive neuroscience","year":2020,"lang":"en","type":"article","venue":"Neuroeducation","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Educational neuroscience; Cognitive neuroscience; Cognition; Developmental cognitive neuroscience; Neuroscience; Psychology; Cognitive science; Early childhood education; Cognitive psychology; Developmental psychology; Political science; Higher education; Education theory","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001160358,0.00008195766,0.00006698575,0.00005886015,0.0004450436,0.0001743836,0.0001203747,0.00003337667,0.00007622741],"category_scores_gemma":[0.000928054,0.00009174367,0.00001841914,0.0004334442,0.0001275885,0.000376273,0.00002337673,0.0001136033,0.0000908228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000227926,"about_ca_system_score_gemma":0.001970449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002436306,"about_ca_topic_score_gemma":0.00001723915,"domain_scores_codex":[0.9990203,0.0001190349,0.0001315239,0.0003059453,0.0002455145,0.0001776333],"domain_scores_gemma":[0.9993629,0.00005927265,0.00007217432,0.00006567734,0.0001247969,0.0003151987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000007608862,0.0004239438,0.08321022,0.00000977013,0.000004599301,5.518017e-7,0.5316556,9.990831e-7,0.0003388923,0.01586222,0.006970046,0.3615156],"study_design_scores_gemma":[0.00008683193,0.00004283347,0.9622477,0.00001069001,0.000008504501,0.000001549161,0.008554056,0.000002053712,0.00006585109,0.0004136064,0.02846288,0.0001034873],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9503608,0.0001383442,0.00007230372,0.03133696,0.0008891556,0.0003174146,0.000001451414,0.00009184923,0.01679171],"genre_scores_gemma":[0.9845455,0.00010297,0.0001689823,0.01412537,0.0004978791,0.00002475808,0.000006361947,0.000009249564,0.0005189519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8790374,"threshold_uncertainty_score":0.3741198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02174392718602781,"score_gpt":0.2983509578892244,"score_spread":0.2766070307031966,"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."}}