{"id":"W1976882232","doi":"10.1080/1369183x.2013.831523","title":"Diversity of Young Adults' Living Arrangements: The Role of Ethnicity and Immigration","year":2013,"lang":"en","type":"article","venue":"Journal of Ethnic and Migration Studies","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Residence; Ethnic group; Immigration; Demography; Census; Diversity (politics); Affect (linguistics); Young adult; Gerontology; Geography; Sociology; Medicine; Population","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000809224,0.00005425253,0.0001633164,0.00005102968,0.0004286187,0.00001120234,0.00006839709,0.00003830575,0.00001797726],"category_scores_gemma":[0.000351445,0.00003505747,0.00004356316,0.0001433826,0.0002609379,0.0003229667,0.00008105955,0.00008215084,2.39664e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001799199,"about_ca_system_score_gemma":0.00002537098,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002777704,"about_ca_topic_score_gemma":0.03997519,"domain_scores_codex":[0.9991777,0.0001555616,0.0002928374,0.00005410684,0.0002512122,0.00006861519],"domain_scores_gemma":[0.9985587,0.0002298007,0.0004595759,0.00004397136,0.0006761997,0.00003173338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002953871,0.00006006432,0.1524866,0.00003921662,0.0001750693,1.600694e-7,0.8136262,0.00001201884,0.002168673,0.003369193,0.0006535437,0.02737968],"study_design_scores_gemma":[0.0002403437,0.0001333794,0.3905565,0.0001453338,0.00009280381,0.000001355738,0.6055424,0.0003911241,0.0001972884,0.001993578,0.0006355367,0.00007038383],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987399,0.01079712,0.0003113247,0.001101317,0.00008168969,0.0001181503,0.000002042235,0.000002695241,0.0001866226],"genre_scores_gemma":[0.9751199,0.02449573,0.0001218895,0.00004774034,0.00004973311,0.00000159079,2.251302e-7,0.000001562967,0.0001616194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2380698,"threshold_uncertainty_score":0.9775428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02872434760271735,"score_gpt":0.3091012667509878,"score_spread":0.2803769191482705,"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."}}