{"id":"W2957362637","doi":"10.4054/demres.2019.41.8","title":"The health of biracial children in two-parent families in the United States","year":2019,"lang":"en","type":"article","venue":"Demographic Research","topic":"Racial and Ethnic Identity Research","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Population; Demography; Population health; Geography; Psychology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02277471,0.00008204782,0.0001873591,0.001200137,0.0009756277,0.0001889758,0.001298998,0.00006059562,0.00003973895],"category_scores_gemma":[0.000695918,0.00004937806,0.00007751377,0.00732344,0.001456821,0.0001327022,0.0001615748,0.0009394908,0.00004302565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009112136,"about_ca_system_score_gemma":0.0005243715,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3318962,"about_ca_topic_score_gemma":0.3690862,"domain_scores_codex":[0.9918066,0.004394227,0.0003804088,0.0002421099,0.002175458,0.001001202],"domain_scores_gemma":[0.9974447,0.001782335,0.0000626041,0.0003653175,0.0002528821,0.00009215668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007633286,0.0001169197,0.9435202,0.00001825495,0.00001132322,0.00000224413,0.02771543,0.00003968604,0.00001329151,0.0192027,0.001207881,0.008075731],"study_design_scores_gemma":[0.0004599513,0.0001547056,0.9225663,0.00004771587,7.220799e-7,4.038604e-7,0.05110136,0.0002320528,0.00000461748,0.01260472,0.01274763,0.00007982914],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778985,0.0007549374,9.180335e-7,0.01592543,0.00009186663,0.001076655,0.000006745959,0.00001028335,0.004234672],"genre_scores_gemma":[0.9881318,0.01123569,0.000003889079,0.0001133736,0.0000810074,0.00005072488,0.00001644358,0.000007250019,0.0003598666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03719009,"threshold_uncertainty_score":0.7893306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08187749020227582,"score_gpt":0.4662488959438122,"score_spread":0.3843714057415364,"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."}}