{"id":"W4415381993","doi":"10.1080/07317107.2025.2576932","title":"The Effect of Parent-Child Relationship on Social-Emotional Development: Bibliometric Analysis of Global Research Trends","year":2025,"lang":"en","type":"article","venue":"Child & Family Behavior Therapy","topic":"Psychosocial Factors Impacting Youth","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Trend analysis; Bibliometrics; Research methodology; Statistical analysis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["bibliometrics","sts"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.003856555,0.0001916465,0.0004270148,0.01638772,0.002836864,0.0001115611,0.000741992,0.0002202226,0.00004497907],"category_scores_gemma":[0.0006826219,0.000146067,0.0003944471,0.1644863,0.0006634234,0.00009934218,0.00004493302,0.0004367043,0.000006040744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004820137,"about_ca_system_score_gemma":0.0002364806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001019473,"about_ca_topic_score_gemma":0.0005282325,"domain_scores_codex":[0.9957864,0.001473371,0.0005236323,0.0003339343,0.001370142,0.0005124646],"domain_scores_gemma":[0.9971249,0.001890875,0.0002726471,0.0003250166,0.0002910056,0.00009559389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001271215,0.0001828137,0.8068742,0.0000033677,0.0003598981,3.146808e-7,0.001973265,0.000002977926,0.00002383899,0.004644041,0.0004013102,0.1854068],"study_design_scores_gemma":[0.0006056792,0.0001262785,0.9953936,0.00004525606,0.0001837538,3.842108e-8,0.000736134,7.338483e-7,0.0001410782,0.0001397314,0.002515025,0.0001126795],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9688739,0.0006875232,0.0000136084,0.000653517,0.0004251192,0.0003641244,0.00008335823,0.0000493658,0.02884952],"genre_scores_gemma":[0.999324,0.0002162085,0.00001019784,0.00004344344,0.00008717969,0.00004738547,0.00003778648,0.00001134374,0.0002225056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1885194,"threshold_uncertainty_score":0.9984613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1478976218181638,"score_gpt":0.4685992477229105,"score_spread":0.3207016259047466,"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."}}