{"id":"W2345323193","doi":"","title":"Cognitive Predictors of Timed and Untimed Early Arithmetic Performance","year":2016,"lang":"en","type":"article","venue":"eScholarship (California Digital Library)","topic":"Cognitive and developmental aspects of mathematical skills","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Arithmetic; Cognition; Computer science; Mathematics; Psychology; Neuroscience","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":[0.0005577325,0.0003298982,0.0001813501,0.0007244591,0.0002159857,0.000594667,0.0003856077,0.0003706148,0.001651414],"category_scores_gemma":[0.004035127,0.000245424,0.0003428351,0.0005350342,0.0003295175,0.0005304567,0.0004792465,0.000743076,0.0002762414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002694486,"about_ca_system_score_gemma":0.0004574214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008151667,"about_ca_topic_score_gemma":0.01584711,"domain_scores_codex":[0.9997564,0.00003715287,0.00003108359,0.00006492758,0.00005807766,0.00005241613],"domain_scores_gemma":[0.9961749,0.001248318,0.001553325,0.0002669955,0.0003460834,0.0004103693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004018621,0.0000296069,0.9984378,0.000002620982,0.00001133458,0.00002803497,0.0000762081,0.00007202527,0.0001970182,0.00001603301,0.00001869009,0.001070494],"study_design_scores_gemma":[0.000001701665,0.00003415832,0.9993819,0.000001989933,0.000006837491,0.00003775803,0.00006666269,0.0001894295,0.0002194179,0.00001648828,0.0000417199,0.000001920315],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997002,0.00003223449,0.00003390853,0.000007822643,0.000001322881,0.000001009234,0.0001172434,0.00000185662,0.0001045689],"genre_scores_gemma":[0.9994884,0.00002946858,0.00007315773,0.000001720124,0.000001858901,0.000003391795,0.0002270177,0.000001708328,0.0001732827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008151667,"threshold_uncertainty_score":0.01620847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.016125060377146,"score_gpt":0.2270859141136312,"score_spread":0.2109608537364852,"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."}}