{"id":"W2096820515","doi":"10.1080/00207590500412227","title":"A person‐centred approach to identifying acculturation groups among Chinese Canadians","year":2006,"lang":"en","type":"article","venue":"International Journal of Psychology","topic":"Racial and Ethnic Identity Research","field":"Social Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Acculturation; Psychology; Ethnic group; Social psychology; Residence; Cluster (spacecraft); Developmental psychology; Sociology; Demography; Anthropology","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":[],"consensus_categories":[],"category_scores_codex":[0.0005424544,0.00006790275,0.0001208231,0.0003190774,0.0001814713,0.0001945966,0.0006231702,0.00008475261,0.0001981558],"category_scores_gemma":[0.0002848871,0.00005926012,0.000105393,0.0002648763,0.0001278925,0.0004498519,0.00002102299,0.000204342,0.00004460981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002185254,"about_ca_system_score_gemma":0.0001225597,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03339538,"about_ca_topic_score_gemma":0.05476715,"domain_scores_codex":[0.9984873,0.0001573785,0.0002790377,0.0001301386,0.0007107248,0.00023542],"domain_scores_gemma":[0.9990005,0.0000393141,0.0001737371,0.00006076543,0.0005767207,0.0001489845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006593112,0.001407559,0.4618431,0.00002070331,0.0006090753,0.0006464972,0.1649982,0.000893953,0.01074501,0.05215706,0.2797127,0.02630674],"study_design_scores_gemma":[0.001030467,0.00006660456,0.9478332,0.00003600676,0.00001514964,0.0001268768,0.01539782,0.00007048966,0.00001733249,0.007422662,0.02777916,0.0002041772],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8765286,0.0001166948,0.00333995,0.01387914,0.002829402,0.0001259772,0.000006277131,0.00001235649,0.1031616],"genre_scores_gemma":[0.9937434,0.00003099196,0.0004220496,0.0003907442,0.002385931,0.00000362957,0.000006964421,0.000005790093,0.003010491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4859902,"threshold_uncertainty_score":0.9730413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06706038795754354,"score_gpt":0.4176417976254103,"score_spread":0.3505814096678667,"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."}}