{"id":"W4407297941","doi":"10.1038/s41598-025-86700-w","title":"Understanding in same- versus cross-race close relationships predicts the well-being of people of color over time","year":2025,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Attachment and Relationship Dynamics","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"College Ahuntsic; Brock University; McGill University","funders":"","keywords":"Race (biology); Feeling; Flourishing; Ethnic group; Psychology; Affect (linguistics); Social psychology; Developmental psychology; Gender studies; Sociology","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":[0.0007312873,0.0001613521,0.0001704372,0.0003870538,0.0005835932,0.0009607797,0.0001600295,0.0004270808,0.001710032],"category_scores_gemma":[0.00288024,0.0001432163,0.0003287074,0.0002579184,0.0003208236,0.0005786604,0.0006639602,0.0007990153,0.0001948848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002504923,"about_ca_system_score_gemma":0.0001786841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006152088,"about_ca_topic_score_gemma":0.01364829,"domain_scores_codex":[0.9997759,0.0000676335,0.00002010646,0.0000385306,0.00004242321,0.00005528789],"domain_scores_gemma":[0.9981757,0.0002298953,0.0009109643,0.000124287,0.0001455562,0.0004135804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004546602,0.00009629619,0.9930089,0.000009051484,0.00003506186,0.00003846028,0.002717671,0.00002305304,0.0003736215,0.00004451084,0.0000959635,0.003511902],"study_design_scores_gemma":[0.00000143957,0.00005217404,0.9961378,0.000007533693,0.00001154889,0.00007328664,0.003388831,0.00007767811,0.00006723762,0.00003301436,0.0001463006,0.000003087543],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995822,0.00007996412,0.00002287945,0.0000398861,0.000003886801,0.000002161305,0.00002507183,5.889497e-7,0.0002433565],"genre_scores_gemma":[0.9995874,0.00009195675,0.0000457994,0.00002294777,0.000003521158,0.000003162013,0.00004553057,4.46424e-7,0.0001991959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006152088,"threshold_uncertainty_score":0.01223254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04856778035623842,"score_gpt":0.3763738556128542,"score_spread":0.3278060752566158,"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."}}