{"id":"W2072112649","doi":"10.3389/fnhum.2013.00788","title":"The social emotional developmental and cognitive neuroscience of socioeconomic gradients: laboratory, population, cross-cultural and community developmental approaches","year":2013,"lang":"en","type":"article","venue":"Frontiers in Human Neuroscience","topic":"Child and Animal Learning Development","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Hum; Developmental cognitive neuroscience; Psychology; Cognition; Social neuroscience; Cognitive neuroscience; Neuroscience; Socioeconomic status; Population; Educational neuroscience; Social cognition; Cognitive science; Cognitive psychology; Sociology; Political science; History","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005245583,0.0001600526,0.0001713168,0.00008890133,0.00250464,0.0002352607,0.0003095781,0.00005270075,0.00001629784],"category_scores_gemma":[0.0001525989,0.0001328495,0.00002215623,0.0001811148,0.002193897,0.0004463645,0.0002126498,0.0003771431,0.000001911808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007746073,"about_ca_system_score_gemma":0.00005158442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008643117,"about_ca_topic_score_gemma":0.00002162594,"domain_scores_codex":[0.9985116,0.0002788318,0.0003304074,0.0003850901,0.0001769097,0.0003171701],"domain_scores_gemma":[0.9995775,0.00007300685,0.0001580047,0.00006478438,0.00005679044,0.0000698674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001487892,0.00008802819,0.9842014,0.000008231435,0.000004225002,8.764231e-7,0.009555767,0.000001944873,0.0008754577,0.001217062,0.0009082445,0.003123846],"study_design_scores_gemma":[0.0004254083,0.00005254303,0.9917015,0.00001280374,0.000002351198,0.00001322559,0.006786249,0.000100287,0.00004262739,0.0003834948,0.0003262549,0.0001532586],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983073,0.00006469263,0.00005597532,0.0001980384,0.0005576133,0.0002677074,0.00001824787,0.00001855494,0.0005118391],"genre_scores_gemma":[0.9991285,0.00001023873,0.0002970703,0.0002911267,0.00002045379,0.00003121902,0.000009641319,0.000009354572,0.0002024084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00750006,"threshold_uncertainty_score":0.998794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05440089961764605,"score_gpt":0.3151777454037055,"score_spread":0.2607768457860594,"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."}}