{"id":"W4408699678","doi":"10.1080/14616734.2025.2467104","title":"Young children’s preferences for their mothers: concurrent predictors and correlates","year":2025,"lang":"en","type":"article","venue":"Attachment & Human Development","topic":"Family Dynamics and Relationships","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Douglas Mental Health University Institute","funders":"National Medical Research Council; Nanyang Technological University; National Research Foundation Singapore; Agency for Science, Technology and Research; National Research Foundation","keywords":"Psychology; Developmental psychology; Social 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004055467,0.0001973217,0.0001589525,0.0004495903,0.0003058556,0.000469383,0.0001942696,0.0001767939,0.00155464],"category_scores_gemma":[0.00216361,0.0001572136,0.0001983838,0.0004326761,0.0002670575,0.0001882939,0.0003501127,0.0004028716,0.0001470685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001770106,"about_ca_system_score_gemma":0.0001824435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004241067,"about_ca_topic_score_gemma":0.0108806,"domain_scores_codex":[0.9998143,0.00004194393,0.0000265206,0.00003269464,0.00004799421,0.00003647055],"domain_scores_gemma":[0.9984061,0.0004027974,0.0008129955,0.00006409192,0.0001260696,0.0001880012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000137869,0.000008180476,0.9986106,0.000004473682,0.000008019176,0.00005626426,0.0002953963,0.00001070772,0.000177975,0.000009016184,0.00001185295,0.0007936505],"study_design_scores_gemma":[3.585783e-7,0.00002253231,0.9990366,0.00000239999,0.000004532304,0.0001548179,0.0006646122,0.00002341484,0.00004779183,0.000006475753,0.00003559393,9.018046e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997241,0.00005780509,0.00001251547,0.000005313143,7.209061e-7,9.034216e-7,0.0000383658,5.495548e-7,0.0001597339],"genre_scores_gemma":[0.9997216,0.00007478383,0.00004372832,0.000002290723,9.221658e-7,0.000002596101,0.00006067487,7.413254e-7,0.00009259713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004241067,"threshold_uncertainty_score":0.008432806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0273709503313402,"score_gpt":0.3128027000511099,"score_spread":0.2854317497197697,"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."}}