{"id":"W4416784632","doi":"10.1016/j.ijintrel.2025.102325","title":"Acculturation domains, drinking motives, and alcohol use and consequences among Asian American university students","year":2025,"lang":"en","type":"article","venue":"International Journal of Intercultural Relations","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Acculturation; Alcohol; Ethnic group; Context (archaeology); Alcohol consumption; Multivariate analysis; Population; Consumption (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":[0.0000703981,0.0000914699,0.0001634598,0.0002076925,0.00008727812,0.0001128307,0.0001021184,0.0000342823,0.00001457208],"category_scores_gemma":[0.0001968577,0.00006475848,0.00006884831,0.0001248555,0.0002695406,0.0007686571,0.00004093071,0.0001543907,0.000001309059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002175617,"about_ca_system_score_gemma":0.00003941325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005831215,"about_ca_topic_score_gemma":0.0002848972,"domain_scores_codex":[0.9993181,0.00003939962,0.000228375,0.0001022074,0.0002431109,0.00006884654],"domain_scores_gemma":[0.9991215,0.0001213105,0.0002163665,0.00004296409,0.0004363881,0.0000614583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001647452,0.00004041077,0.991374,0.000001374936,0.0006087662,0.0001194409,0.002462342,0.000005721215,0.001032255,0.001449454,0.0002234485,0.002518057],"study_design_scores_gemma":[0.001591822,0.00007110896,0.9867421,0.0003341398,0.0001753189,0.000201782,0.009888434,0.00002907801,0.0002293791,0.0001612029,0.000518495,0.00005709206],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958289,0.0001110133,0.000234988,0.002899172,0.0001886121,0.0001030702,0.000002488081,0.00001190314,0.0006198456],"genre_scores_gemma":[0.9967788,0.0004157841,0.001035922,0.0001228364,0.0000387902,4.898006e-7,0.00001211829,0.000002867144,0.001592324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007426092,"threshold_uncertainty_score":0.2640774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02013845195317459,"score_gpt":0.3169275356533959,"score_spread":0.2967890837002213,"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."}}