{"id":"W4407025402","doi":"10.61838/kman.psynexus.1.1.14","title":"Emotional Development and Regulation in Children: A Review of Recent Advances","year":2023,"lang":"en","type":"review","venue":"KMAN Counseling and Psychology Nexus","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Emotional regulation; Developmental psychology","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":[0.001684123,0.0001801815,0.0006632908,0.0002316069,0.0001801929,0.00001924669,0.000121493,0.0002017939,0.0001272496],"category_scores_gemma":[0.0001455237,0.0001672325,0.00004618076,0.0005064305,0.0001464076,0.00006200241,0.00001740895,0.0002043598,0.00002564091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005006005,"about_ca_system_score_gemma":0.0008531549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002078651,"about_ca_topic_score_gemma":0.0001061327,"domain_scores_codex":[0.9981654,0.0002993888,0.0006928576,0.0003864397,0.0002456936,0.0002101958],"domain_scores_gemma":[0.9992137,0.0001500887,0.0003337198,0.0001291772,0.00008900659,0.0000843388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001091369,0.00002448808,0.000178263,0.004865823,0.00003202057,4.783784e-7,0.002698611,1.140719e-7,3.55438e-9,0.0005123713,0.001139057,0.9905477],"study_design_scores_gemma":[0.0001029394,0.000009534183,0.002481946,0.02777183,0.00003731827,0.00001044186,0.00009676304,1.016691e-7,1.332114e-8,0.0006484727,0.9686794,0.0001612526],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009751545,0.9961503,0.00001831104,0.0005016364,0.0004210308,0.0005596662,0.000005038186,0.00003472751,0.002211839],"genre_scores_gemma":[0.000005336362,0.9984325,0.0004581879,0.0005087943,0.0001204395,0.00004706985,0.0001061557,0.00001511566,0.000306433],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9903864,"threshold_uncertainty_score":0.6819541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07697713557260044,"score_gpt":0.4246171527226674,"score_spread":0.347640017150067,"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."}}