{"id":"W137962212","doi":"","title":"Do Redeployed Finger Representations Underlie Math Ability","year":2007,"lang":"en","type":"article","venue":"eScholarship (California Digital Library)","topic":"Cognitive and developmental aspects of mathematical skills","field":"Mathematics","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Representation (politics); Numerical cognition; Conjecture; Cognitive science; Association (psychology); Psychology; Cognition; Cognitive psychology; Mathematics; Computer science; Discrete mathematics; Neuroscience","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006734189,0.0003724023,0.0004017855,0.000165697,0.0002263658,0.0009531234,0.0004294303,0.0001740365,0.001626576],"category_scores_gemma":[0.002949343,0.0003165765,0.0002533102,0.0005550346,0.0001718534,0.002210382,0.0003968507,0.000448381,0.003445038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007743661,"about_ca_system_score_gemma":0.00008640124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001543429,"about_ca_topic_score_gemma":0.00000363073,"domain_scores_codex":[0.9971679,0.00005905592,0.0008626976,0.0006141274,0.0006420919,0.0006541702],"domain_scores_gemma":[0.9965128,0.002188108,0.0001895404,0.0005895491,0.00008693429,0.0004330912],"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":[0.0007179789,0.00518007,0.176126,0.0008838497,0.0004950931,0.0006151258,0.000643415,8.895728e-7,0.00128333,0.7003338,0.04797121,0.06574916],"study_design_scores_gemma":[0.0005858581,0.00005921927,0.0153415,0.0001532094,0.00003005,0.0000294462,0.00023458,0.000008954747,0.005520102,0.9592633,0.01825984,0.0005139492],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7657352,0.00006666326,0.007152379,0.0008305465,0.0001192539,0.0006842713,0.0007035214,0.0009503625,0.2237578],"genre_scores_gemma":[0.97636,0.000006158439,0.02029151,0.0005062229,0.0001137481,0.00002435264,0.0001946734,0.0001078426,0.002395472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2589295,"threshold_uncertainty_score":0.9999287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03589658612839378,"score_gpt":0.2889914758689187,"score_spread":0.253094889740525,"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."}}