{"id":"W4406683711","doi":"10.1007/s12144-025-07325-w","title":"How do working memory, inhibitory control, and phonological processing skills contribute to analogical reasoning in kindergartners, school-age children, and adults","year":2025,"lang":"en","type":"article","venue":"Current Psychology","topic":"Cognitive and developmental aspects of mathematical skills","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Coquitlam College","funders":"Fundamental Research Funds for the Central Universities; National Natural Science Foundation of China","keywords":"Psychology; Inhibitory control; Analogical reasoning; Working memory; Developmental psychology; Control (management); Cognitive psychology; Cognition; Linguistics; Neuroscience; Analogy; Artificial intelligence","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":[0.0006904727,0.0003450628,0.0003182989,0.0008466552,0.0004229721,0.002083497,0.0006405779,0.0007237829,0.001933396],"category_scores_gemma":[0.003885447,0.0004754127,0.000382391,0.0004488848,0.000998751,0.001507651,0.0005737025,0.001011227,0.0003382234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005523536,"about_ca_system_score_gemma":0.0005446442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02450989,"about_ca_topic_score_gemma":0.03387279,"domain_scores_codex":[0.9996895,0.00003102184,0.00002159025,0.0000975756,0.00008430745,0.00007614451],"domain_scores_gemma":[0.9978189,0.0006788057,0.0007971728,0.0001834412,0.0001843031,0.0003373537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002119922,0.0006007536,0.98061,0.0000226244,0.0001002422,0.0001167701,0.002868694,0.0002182708,0.001363791,0.0002208054,0.0002057165,0.01346031],"study_design_scores_gemma":[0.00001082848,0.00008799228,0.9978405,0.000007733922,0.00003526974,0.00009775702,0.001060611,0.0002438979,0.0002257288,0.0002665774,0.0001165464,0.000006513155],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994596,0.00009435603,0.0000202682,0.00003652238,0.00000285563,0.000002204773,0.00002293201,0.000001767353,0.0003594185],"genre_scores_gemma":[0.9993377,0.00009784564,0.00006109073,0.00002796953,0.000003458217,0.000004232928,0.00006258528,0.00000171352,0.0004033961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02450989,"threshold_uncertainty_score":0.04873449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02105914761106871,"score_gpt":0.3347219657691936,"score_spread":0.3136628181581249,"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."}}