{"id":"W4412996296","doi":"10.1007/s10648-025-10054-y","title":"Emotion Regulation Strategies and Academic Achievement among Secondary and University Students: A Systematic Review and Meta-Analysis","year":2025,"lang":"en","type":"review","venue":"Educational Psychology Review","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"Agencia Nacional de Investigación y Desarrollo","keywords":"Educational psychology; Psychology; Meta-analysis; Academic achievement; Mathematics education; Developmental psychology; Pedagogy; Medicine","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001372799,0.0005595686,0.004532718,0.0004098705,0.000223362,0.00005634497,0.0003449851,0.0003731881,0.001350156],"category_scores_gemma":[0.00006301457,0.0004366426,0.0008053359,0.0009272664,0.0002107147,0.0002128692,0.0001377003,0.0006682852,0.00004308613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007257239,"about_ca_system_score_gemma":0.0002439698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008642381,"about_ca_topic_score_gemma":0.000007488352,"domain_scores_codex":[0.9957962,0.001411944,0.001250561,0.001018582,0.0002734064,0.0002492994],"domain_scores_gemma":[0.9980432,0.0003007007,0.0009274485,0.0004535813,0.0001166903,0.0001583968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00000241359,0.0001661835,0.00008490474,0.9207544,0.04509055,0.000001515081,0.00009560448,9.189126e-9,4.235446e-9,0.007620268,0.01555601,0.0106282],"study_design_scores_gemma":[0.000170666,0.00002195161,0.01834248,0.1903501,0.5757005,0.00004746396,0.00009074445,1.995711e-8,4.038347e-10,0.0007449285,0.2140982,0.000432916],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003512778,0.9865521,0.00003430617,0.007779761,0.0002875685,0.003455551,0.0001132698,0.00002331811,0.001750589],"genre_scores_gemma":[0.00001101595,0.9858059,0.00005083755,0.005419678,0.0000774423,0.0002302085,0.0006447354,0.00001676005,0.007743424],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7304042,"threshold_uncertainty_score":0.9998085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08670304263725942,"score_gpt":0.4242407941979125,"score_spread":0.3375377515606531,"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."}}