{"id":"W4281713246","doi":"10.1016/j.jecp.2022.105462","title":"Converging evidence for domain-general developmental trends of mental attentional capacity: Validity and reliability of full and abbreviated measures","year":2022,"lang":"en","type":"article","venue":"Journal of Experimental Child Psychology","topic":"Cognitive and developmental aspects of mathematical skills","field":"Mathematics","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada; Russian Science Foundation","keywords":"Psychology; Cognitive psychology; Cognition; Task (project management); Matching (statistics); Developmental psychology; Cognitive development","routes":{"ca_aff":true,"ca_fund":true,"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":[0.005973477,0.0004877639,0.0004968515,0.002605058,0.0004047258,0.001062074,0.0009530099,0.000790744,0.001921225],"category_scores_gemma":[0.03163511,0.0004889076,0.0009133818,0.001289754,0.001123994,0.00130239,0.001868988,0.001192203,0.0004630265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005087628,"about_ca_system_score_gemma":0.0004545969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0061093,"about_ca_topic_score_gemma":0.007289668,"domain_scores_codex":[0.9975091,0.0004286394,0.000404703,0.0008327651,0.0006463269,0.0001785096],"domain_scores_gemma":[0.9664184,0.01597462,0.004216927,0.006002121,0.006709932,0.000678076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005316242,0.0001272911,0.9421802,0.0002907998,0.000597911,0.0001215808,0.003203488,0.0009715472,0.01152531,0.001147545,0.0006128938,0.03868985],"study_design_scores_gemma":[0.000003606998,0.00005973413,0.9980859,0.00001852355,0.00002655025,0.00009071749,0.0001895962,0.0001409552,0.0007457003,0.0002188431,0.0004127638,0.000007177593],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988346,0.001708081,0.002844414,0.0001804381,0.00004470421,0.00005347859,0.001351377,0.00007746392,0.005394022],"genre_scores_gemma":[0.9956382,0.0003754583,0.002040336,0.00008492542,0.00001151162,0.00007760384,0.001122357,0.00004285392,0.0006067081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0061093,"threshold_uncertainty_score":0.03159112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1166814432343764,"score_gpt":0.3835182232928824,"score_spread":0.266836780058506,"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."}}