{"id":"W2586653960","doi":"10.1177/0963721416671323","title":"Size Perception and the Foundation of Numerical Processing","year":2017,"lang":"en","type":"article","venue":"Current Directions in Psychological Science","topic":"Cognitive and developmental aspects of mathematical skills","field":"Mathematics","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Numerical cognition; Intraparietal sulcus; Perception; Foundation (evidence); Cognition; Cognitive science; Number sense; Psychology; Domain (mathematical analysis); Cognitive psychology; Core (optical fiber); Computer science; Mathematics; 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":[0.000509518,0.000177949,0.0002261179,0.0007898833,0.0003419215,0.001980386,0.0006714746,0.0006599007,0.005062443],"category_scores_gemma":[0.004874398,0.0001776335,0.0002455473,0.0003344651,0.003619372,0.00408646,0.001094254,0.0009864973,0.0006773075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005979873,"about_ca_system_score_gemma":0.0007148801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00110503,"about_ca_topic_score_gemma":0.0008411799,"domain_scores_codex":[0.9996748,0.00006715461,0.00001455036,0.00009607031,0.0001118388,0.00003571888],"domain_scores_gemma":[0.9982296,0.0008072448,0.0002756725,0.0002341205,0.0003155978,0.0001377469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001283691,0.0000361251,0.005351485,0.0001783993,0.00002286113,0.000215182,0.001245604,0.002319447,0.02886988,0.8657357,0.001424507,0.09447247],"study_design_scores_gemma":[0.00001898831,0.00006638706,0.03305808,0.00005496914,0.00001254716,0.0002506844,0.0003293437,0.0078469,0.005975665,0.9417849,0.01056134,0.00004023419],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5767588,0.007168985,0.190399,0.009495409,0.000471799,0.00003454342,0.0003719587,0.0006886726,0.2146109],"genre_scores_gemma":[0.9764178,0.001489638,0.01835533,0.0002164823,0.0001625592,0.0000191062,0.0001422599,0.00005432893,0.003142433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005062443,"threshold_uncertainty_score":0.01693553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08833412902943612,"score_gpt":0.4542156700733166,"score_spread":0.3658815410438805,"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."}}