{"id":"W2178576805","doi":"10.1111/mbe.12094","title":"Numerical Order Processing in Children: From Reversing the Distance‐Effect to Predicting Arithmetic","year":2015,"lang":"en","type":"article","venue":"Mind Brain and Education","topic":"Cognitive and developmental aspects of mathematical skills","field":"Mathematics","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Arithmetic; Mathematics; Variance (accounting); Sequence (biology); Property (philosophy); Product (mathematics); Numerical cognition; Order (exchange); Contrast (vision); Computer science; Cognition; Artificial intelligence; Psychology","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":[0.001635,0.0005537788,0.0004891772,0.0009835997,0.0001584604,0.001236271,0.000412156,0.0006049359,0.00478877],"category_scores_gemma":[0.02068012,0.0004085713,0.0003163838,0.0005647205,0.00100947,0.001310702,0.0009116404,0.001034629,0.0006544905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002198953,"about_ca_system_score_gemma":0.0002970463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004297163,"about_ca_topic_score_gemma":0.005385112,"domain_scores_codex":[0.9991564,0.0001571532,0.00006498497,0.0002559182,0.0002879877,0.0000775294],"domain_scores_gemma":[0.9867772,0.007960511,0.00279173,0.001174576,0.00081047,0.0004854419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004028847,0.0001022631,0.9597192,0.0001389588,0.0001005496,0.0002519227,0.001805546,0.001121543,0.01090057,0.0009858184,0.0007678319,0.0237029],"study_design_scores_gemma":[0.00001447223,0.0001580316,0.993361,0.00002717262,0.00003977517,0.0003146603,0.0003928758,0.001234401,0.00254174,0.001277938,0.0006202596,0.00001757739],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966058,0.0001645938,0.0008329167,0.00007711416,0.000009647395,0.000007749733,0.0003076074,0.00003183545,0.001962737],"genre_scores_gemma":[0.9984675,0.0001130184,0.000819803,0.00002721885,0.000005344652,0.00001209444,0.0002274924,0.00001590606,0.0003116304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00478877,"threshold_uncertainty_score":0.01602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01971136156107232,"score_gpt":0.3067740287567173,"score_spread":0.287062667195645,"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."}}