{"id":"W2884650380","doi":"10.1002/wcs.1479","title":"Analog mental representation","year":2018,"lang":"en","type":"review","venue":"Wiley Interdisciplinary Reviews Cognitive Science","topic":"Cognitive and developmental aspects of mathematical skills","field":"Mathematics","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Social Sciences and Humanities Research Council of Canada; Canada First Research Excellence Fund","keywords":"Numerosity adaptation effect; Mental representation; Representation (politics); Meaning (existential); Perception; Psychology; Cognition; Cognitive science; Epistemology; Cognitive psychology; Philosophy; Psychotherapist","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":[0.001227486,0.0005701972,0.0004692186,0.00228664,0.0006055148,0.003269718,0.00131186,0.001658775,0.008017858],"category_scores_gemma":[0.004936034,0.0001825529,0.0004792223,0.001617023,0.007491316,0.00537,0.002712257,0.002914464,0.001132026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001450115,"about_ca_system_score_gemma":0.001484633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001089019,"about_ca_topic_score_gemma":0.0007830495,"domain_scores_codex":[0.9991115,0.0003382092,0.00005287887,0.0001526777,0.000291496,0.0000532526],"domain_scores_gemma":[0.9984455,0.0009664379,0.0001411222,0.000195709,0.0001898475,0.00006141875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002768562,0.00002437569,0.0003143499,0.001718948,0.00004257021,0.00008932819,0.000942278,0.0004863538,0.000444917,0.7586046,0.007222998,0.2300814],"study_design_scores_gemma":[0.00001322161,0.00003563677,0.001874379,0.001873499,0.00004473793,0.001423817,0.0006960643,0.0004798277,0.000741232,0.6026421,0.3901424,0.00003311875],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009360508,0.5988603,0.04981893,0.01446379,0.001573015,0.00008111856,0.000192302,0.0001871998,0.3254628],"genre_scores_gemma":[0.4119533,0.5375221,0.01689607,0.006843651,0.001747567,0.0001680946,0.0003485493,0.00008647358,0.02443424],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008017858,"threshold_uncertainty_score":0.02682245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1727099517685741,"score_gpt":0.4767417733461468,"score_spread":0.3040318215775726,"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."}}