{"id":"W4378875425","doi":"10.1007/978-3-031-29195-1_6","title":"The Role of Neuropsychological Processes in Mathematics: Implications for Assessment and Teaching","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Cognitive and developmental aspects of mathematical skills","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Neuropsychology; Psychology; Mathematics education; Neuropsychological assessment; Cognitive psychology; Cognitive science; Developmental psychology; Neuroscience; Cognition","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":[0.000797954,0.0005856323,0.0003515604,0.0008725534,0.0002903388,0.003175056,0.001205738,0.0007545408,0.009118638],"category_scores_gemma":[0.002099491,0.0002089698,0.0002338271,0.00092109,0.002918653,0.002587641,0.0006369948,0.001738622,0.001859611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009242807,"about_ca_system_score_gemma":0.002170693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002267302,"about_ca_topic_score_gemma":0.004997476,"domain_scores_codex":[0.9998732,0.00004567687,0.000009328897,0.00001669671,0.0000445098,0.00001065921],"domain_scores_gemma":[0.9980988,0.001637441,0.0000377928,0.0000374463,0.0001332118,0.00005528639],"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":[0.00006299992,0.0001370568,0.001242,0.0007532159,0.00001292745,0.0004154701,0.001249697,0.002262312,0.001895574,0.5568799,0.03094945,0.4041394],"study_design_scores_gemma":[0.00001516347,0.00006036335,0.006366047,0.0006372737,0.00001384427,0.001391816,0.001044647,0.001919189,0.001019472,0.7134444,0.2740577,0.00003015639],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.009071226,0.1977111,0.04722838,0.009602713,0.001904649,0.00008283216,0.0001839576,0.000299627,0.7339154],"genre_scores_gemma":[0.1905973,0.3042096,0.129384,0.00331541,0.00216312,0.00050219,0.0003720903,0.0002255767,0.3692307],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009118638,"threshold_uncertainty_score":0.03050488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07540455278124972,"score_gpt":0.3724868060026561,"score_spread":0.2970822532214064,"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."}}