{"id":"W2100414621","doi":"10.1111/j.1467-8624.2012.01854.x","title":"Longitudinal Associations Between Executive Control and Developing Mathematical Competence in Preschool Boys and Girls","year":2012,"lang":"en","type":"article","venue":"Child Development","topic":"Cognitive and developmental aspects of mathematical skills","field":"Mathematics","cited_by":147,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Institute on Drug Abuse; National Institute of Mental Health; National Institutes of Health","keywords":"Numeracy; Psychology; Developmental psychology; Socioeconomic status; Competence (human resources); Executive functions; Cognition; Literacy; Social psychology; Pedagogy; Population; Demography","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"],"consensus_categories":[],"category_scores_codex":[0.0009453785,0.0003061518,0.00060532,0.0001442231,0.0002577108,0.00007204904,0.0001259779,0.0001152062,0.00004793413],"category_scores_gemma":[0.00116078,0.0002650618,0.00003643952,0.0001899015,0.0001049019,0.0003066292,0.0002408895,0.0002649786,0.00006465441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000215038,"about_ca_system_score_gemma":0.00008874559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003507455,"about_ca_topic_score_gemma":0.00001256993,"domain_scores_codex":[0.9978802,0.00008039678,0.0007158245,0.0003383216,0.0003919028,0.000593327],"domain_scores_gemma":[0.9979039,0.001448885,0.0001657503,0.0001279884,0.00008307976,0.0002703684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002152364,0.0004461754,0.864954,0.0003976636,0.0002997109,0.00001508022,0.007374167,8.848896e-8,0.00002552087,0.1198593,0.0003726797,0.006234088],"study_design_scores_gemma":[0.00104007,0.00001589104,0.9187005,0.000507515,0.00004195598,0.00003097897,0.0002441263,0.00000777461,0.0007738424,0.0779616,0.0002580477,0.0004177301],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9630692,0.0003314804,0.02394493,0.0008924467,0.00005833814,0.001038575,0.00002512379,0.00009494618,0.01054496],"genre_scores_gemma":[0.9151425,0.00001796889,0.08437054,0.0001877321,0.00006428519,0.00007565275,0.00001241089,0.00002395752,0.0001049367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06042562,"threshold_uncertainty_score":0.9999802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03650251886173078,"score_gpt":0.2954865974432317,"score_spread":0.258984078581501,"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."}}