{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004989385,0.0001572602,0.0001613572,0.0001075854,0.001304076,0.000127701,0.0002020794,0.0001066155,0.00003794681],"category_scores_gemma":[0.00001964926,0.0001309494,0.00004429246,0.0001201586,0.0002154059,0.00009526044,0.00004246207,0.0001133765,0.000004647475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001954964,"about_ca_system_score_gemma":0.0001869267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001122058,"about_ca_topic_score_gemma":0.001203249,"domain_scores_codex":[0.9988494,0.00006570059,0.0002943117,0.0002940705,0.000199509,0.0002970293],"domain_scores_gemma":[0.9995378,0.0001246994,0.0000907149,0.00009986372,0.00006565421,0.00008126511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003742892,0.00007432371,0.9129023,0.00001745208,0.0001507734,1.0597e-7,0.02531865,0.00001102604,0.000006830788,0.05275801,0.002118994,0.00663778],"study_design_scores_gemma":[0.0007327841,0.00005163811,0.9663011,0.0001512253,0.00003796845,2.220507e-7,0.003823668,0.0001024596,0.0000417088,0.004596984,0.02391551,0.0002447696],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877799,0.0006079689,0.0009082317,0.0003063359,0.0005267864,0.0009357919,0.000009091373,0.00008764238,0.008838211],"genre_scores_gemma":[0.9936624,0.0002409901,0.0003489498,0.00008636854,0.00004625481,0.0001780441,0.00006556567,0.000008499615,0.005362951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05339875,"threshold_uncertainty_score":0.9999961,"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."}}