{"id":"W4405236946","doi":"10.1007/s00426-024-02063-3","title":"Implications of neural integration of math and spatial experiences for math ability and math anxiety","year":2024,"lang":"en","type":"article","venue":"Psychological Research","topic":"Cognitive and developmental aspects of mathematical skills","field":"Mathematics","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; Toronto Metropolitan University; Baycrest Hospital","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Child Health and Human Development; Georgetown University; Natural Sciences and Engineering Research Council of Canada; Directorate for Education and Human Resources; National Science Foundation","keywords":"Mathematical anxiety; Mathematics education; Mathematics; Anxiety; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001198847,0.00009509728,0.0002179949,0.00007336871,0.00007435538,0.00005510508,0.0001216828,0.0000796819,0.00006674203],"category_scores_gemma":[0.001811118,0.00005923824,0.0000520348,0.0001993883,0.0004851614,0.00008538669,0.0001210061,0.000169278,0.000003094559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000173212,"about_ca_system_score_gemma":0.00001620786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001586648,"about_ca_topic_score_gemma":0.00001029131,"domain_scores_codex":[0.9987891,0.00007638543,0.0003305849,0.0003234771,0.0002817464,0.0001987582],"domain_scores_gemma":[0.997251,0.002264326,0.00003956679,0.0001573664,0.0002088843,0.00007882152],"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":[0.0001348242,0.0005914758,0.0005789438,0.0007052567,0.00002293867,0.000001615211,0.004571988,1.821724e-8,0.0213441,0.7153592,0.0004389461,0.2562507],"study_design_scores_gemma":[0.0002354493,0.0005624386,0.04432189,0.0001445274,0.00001074643,0.0000201771,0.002495768,0.002363967,0.002910283,0.9467409,0.00009526699,0.00009854084],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98384,0.0001880937,0.01226531,0.0008012846,0.00002998543,0.0005985728,0.00003755099,0.00002895433,0.002210263],"genre_scores_gemma":[0.9885438,0.00008696858,0.01104725,0.00001630861,0.00002406877,0.0002107445,0.000004444769,0.000007243362,0.00005914844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2561521,"threshold_uncertainty_score":0.2415665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2234029938654438,"score_gpt":0.5050868625717855,"score_spread":0.2816838687063417,"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."}}