{"id":"W4401991645","doi":"10.3390/jintelligence12090083","title":"Improvement in Math Ability and Cognitive Processing in Children with Low Attention: An Intervention Based on PASS Theory","year":2024,"lang":"en","type":"article","venue":"Journal of Intelligence","topic":"Cognitive and developmental aspects of mathematical skills","field":"Mathematics","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women and Children’s Health Research Institute; University of Alberta","funders":"Program for Professor of Special Appointment (Eastern Scholar) at Shanghai Institutions of Higher Learning; National Natural Science Foundation of China","keywords":"Intervention (counseling); Cognition; Psychology; Cognitive psychology; Developmental psychology; Mathematics education; Neuroscience","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001365568,0.0001308874,0.0002122514,0.0002026174,0.00002321485,0.00008831096,0.00008451391,0.00003857636,0.00005404779],"category_scores_gemma":[0.0003446577,0.00008693631,0.00005315614,0.0002084241,0.00007268796,0.0003000232,0.00002586979,0.0002742391,0.000004052965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009726491,"about_ca_system_score_gemma":0.00005878783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004090478,"about_ca_topic_score_gemma":0.00003543938,"domain_scores_codex":[0.9988025,0.0000853576,0.0005260932,0.0001820532,0.0002698306,0.0001341535],"domain_scores_gemma":[0.9992836,0.0003222934,0.0001505648,0.00005897137,0.0001262257,0.00005840121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006451538,0.002670463,0.02845203,0.001032263,0.00007195835,0.00017769,0.00202334,0.00001355894,0.0002781886,0.01152678,0.000003649249,0.9531049],"study_design_scores_gemma":[0.001069383,0.003340825,0.3164272,0.02246142,0.0001046167,0.0002282599,0.003931684,0.009995448,0.006854831,0.6352162,0.000001011089,0.0003691304],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9198548,0.0001203748,0.07949288,0.00007829963,0.00002669059,0.000256856,0.000002972177,0.00001047678,0.0001566763],"genre_scores_gemma":[0.997095,0.000007027693,0.002778228,0.00005530846,0.00002600779,0.000009708813,0.00000142467,0.00001170371,0.00001556114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9527358,"threshold_uncertainty_score":0.354516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01591954860319422,"score_gpt":0.3130742850273908,"score_spread":0.2971547364241966,"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."}}