{"id":"W4224217186","doi":"10.1111/cdev.13773","title":"Associations between cross-racial friendships and children’s social and academic adjustment in racially diverse classrooms","year":2022,"lang":"en","type":"article","venue":"Child Development","topic":"Bullying, Victimization, and Aggression","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Institute of Education Sciences","keywords":"Friendship; Psychology; White (mutation); Developmental psychology; Preference; Social preferences; Academic achievement; Social psychology; Racial differences; Ethnic group; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005395694,0.0001919335,0.0002616145,0.0001997018,0.001530918,0.00003870267,0.0001646667,0.0001829663,0.0007433079],"category_scores_gemma":[0.00004013088,0.0002077539,0.0000302067,0.0002530247,0.00008056511,0.0001074761,0.0003642387,0.0006405029,0.00001802226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002847798,"about_ca_system_score_gemma":0.0001070591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005888681,"about_ca_topic_score_gemma":0.00008788799,"domain_scores_codex":[0.9981663,0.0001964143,0.0004658736,0.0004636893,0.0003420803,0.0003656062],"domain_scores_gemma":[0.9994668,0.00006061845,0.0002523769,0.00009446056,0.00002946901,0.00009622014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003782345,0.00009454654,0.9404219,0.00000348214,0.00006756868,0.00000414851,0.03704588,0.00001388231,0.000002591688,0.001041714,0.000968611,0.02029786],"study_design_scores_gemma":[0.001616678,0.00002792916,0.9901117,0.0000153251,0.00002114584,0.000007022868,0.0008060464,0.000003243297,0.000009478688,0.0001959702,0.006941496,0.0002439664],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958442,0.0006820299,0.00008121791,0.0006566483,0.0005399007,0.0003942462,0.0001413667,0.00005924746,0.001601126],"genre_scores_gemma":[0.9979209,0.00005909878,0.0002382099,0.0004390325,0.0003804998,0.0001006646,0.0004116626,0.00002343274,0.0004264853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0496898,"threshold_uncertainty_score":0.999769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03626603434052986,"score_gpt":0.3241503032167609,"score_spread":0.2878842688762311,"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."}}