{"id":"W1977141413","doi":"10.1016/j.cognition.2009.05.004","title":"The importance of differentiation in young children’s acquisition of expertise","year":2009,"lang":"en","type":"article","venue":"Cognition","topic":"Child and Animal Learning Development","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Psychology; Developmental psychology; Cognitive psychology; Cognitive 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008628803,0.0002375911,0.0002999567,0.0008046615,0.0003411638,0.00160555,0.0004288379,0.0007639424,0.002014747],"category_scores_gemma":[0.005939971,0.0003702401,0.000208502,0.0003169898,0.000961168,0.001691821,0.001056321,0.001087409,0.0004148714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004645883,"about_ca_system_score_gemma":0.0006965725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002756407,"about_ca_topic_score_gemma":0.004731682,"domain_scores_codex":[0.999435,0.00006996583,0.00005267867,0.0001277708,0.000202096,0.0001124638],"domain_scores_gemma":[0.9963382,0.001520786,0.000787723,0.0003496043,0.0005354141,0.0004682941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001467768,0.0005060889,0.3784569,0.0006128356,0.0001163168,0.004618289,0.01291347,0.001892636,0.4221752,0.02265154,0.0009839189,0.153605],"study_design_scores_gemma":[0.00003336805,0.0003956119,0.946924,0.0001043489,0.00005042522,0.002377614,0.002222802,0.001284494,0.03330735,0.01063188,0.002633149,0.00003494788],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99407,0.0003474219,0.0007304975,0.00007126806,0.000007956461,0.00000478141,0.00004705452,0.000020426,0.004700594],"genre_scores_gemma":[0.9980877,0.0001743583,0.001050229,0.00002112507,0.000003363444,0.000008124673,0.00006576101,0.00001026444,0.0005789611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002756407,"threshold_uncertainty_score":0.006740034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01046297796647335,"score_gpt":0.2684901180099687,"score_spread":0.2580271400434954,"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."}}