{"id":"W2058554575","doi":"10.1080/17470218.2014.994538","title":"Continuous visual properties of number influence the formation of novel symbolic representations","year":2015,"lang":"en","type":"article","venue":"Quarterly Journal of Experimental Psychology","topic":"Cognitive and developmental aspects of mathematical skills","field":"Mathematics","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; James S. McDonnell Foundation","keywords":"Numerosity adaptation effect; Symbol (formal); Numerical cognition; Cognition; Psychology; Cognitive psychology; Arithmetic; Communication; Pattern recognition (psychology); Mathematics; Computer science; Neuroscience","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003703631,0.0001896613,0.0001733262,0.0001597742,0.0001126167,0.0007943299,0.0001939783,0.0001919383,0.003274571],"category_scores_gemma":[0.004888358,0.0002020813,0.00008826292,0.00008840158,0.0006241787,0.0004583614,0.0005138402,0.0004011807,0.00022683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001456749,"about_ca_system_score_gemma":0.0002027968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000475287,"about_ca_topic_score_gemma":0.0008079704,"domain_scores_codex":[0.9997587,0.00005605394,0.00001408796,0.00006999703,0.00007367737,0.0000276042],"domain_scores_gemma":[0.9975312,0.001347364,0.0005141668,0.0001623179,0.00009825416,0.0003467222],"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":[0.001689427,0.0004945331,0.04060546,0.0001404945,0.00003845285,0.0001993903,0.001307107,0.0007711054,0.9012623,0.0008982768,0.0001989513,0.05239444],"study_design_scores_gemma":[0.0001259178,0.003681968,0.7180125,0.00003459788,0.0001213223,0.0005290664,0.001427468,0.006392837,0.2638756,0.003424132,0.002330558,0.00004400748],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990636,0.0000202924,0.0002808719,0.00000948469,0.000002560059,0.000002690424,0.000006196606,0.000006096628,0.0006083809],"genre_scores_gemma":[0.9984905,0.00006951804,0.0007197537,0.000007791396,0.000001916212,0.000005735747,0.00002146235,0.000009041877,0.0006742757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003274571,"threshold_uncertainty_score":0.0109545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0791584318875529,"score_gpt":0.4022696815763952,"score_spread":0.3231112496888423,"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."}}