{"id":"W4392042451","doi":"10.1016/j.cogdev.2024.101434","title":"Development of inhibitory control in Head Start children: Association with approaches to learning and academic outcomes in kindergarten","year":2024,"lang":"en","type":"article","venue":"Cognitive Development","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Education and Early Childhood Development","funders":"","keywords":"Psychology; Head start; Association (psychology); Inhibitory control; Control (management); Developmental psychology; Inhibitory postsynaptic potential; Mathematics education; Cognition; Neuroscience; Artificial intelligence; Psychotherapist; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.00181295,0.0001783395,0.0002889477,0.0004765115,0.0001849562,0.00006287405,0.00008403216,0.0001369263,0.00003004284],"category_scores_gemma":[0.0003260088,0.0001650899,0.00001857006,0.0005671359,0.00005604187,0.0001834632,0.00004829112,0.0004018077,0.00003594231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008093826,"about_ca_system_score_gemma":0.002438841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008802695,"about_ca_topic_score_gemma":0.003126478,"domain_scores_codex":[0.9979562,0.0001893919,0.0005130513,0.0003850513,0.0005626786,0.0003936491],"domain_scores_gemma":[0.9993124,0.0003219002,0.0001035939,0.00003325229,0.00008807181,0.0001407635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002118325,0.00005763677,0.8036718,0.00001632709,0.00007265305,0.000002062126,0.1542807,0.00000515489,0.00001795503,0.0001616543,0.00002662828,0.04166625],"study_design_scores_gemma":[0.0007703181,0.00002206208,0.9754464,0.0005270387,0.000008121803,5.034692e-7,0.01711781,0.000004451392,0.0005694881,0.00003527387,0.0052455,0.0002530285],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947649,0.0003035414,0.0005261374,0.001623048,0.0001210562,0.0007908674,0.000002583449,0.0000507191,0.00181715],"genre_scores_gemma":[0.9945007,0.00003329341,0.004265585,0.0002539242,0.00003399923,0.0001614979,0.00001955892,0.00001610645,0.0007153219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1717746,"threshold_uncertainty_score":0.6732171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05853506858090993,"score_gpt":0.3096049680314119,"score_spread":0.2510698994505019,"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."}}