{"id":"W4211106205","doi":"10.1017/9781108589666","title":"Acculturation","year":2019,"lang":"en","type":"book","venue":"Cambridge University Press eBooks","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":109,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Acculturation; Pace; Indigenous; Sociology; Ethnography; Globe; Element (criminal law); Field (mathematics); Social psychology; Psychology; Anthropology; Ethnic group; Geography; Political science; Law; Mathematics","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":[0.000139041,0.0001548797,0.0001832465,0.00007979189,0.0003499397,0.00007972489,0.0005250744,0.0003379245,0.00001399256],"category_scores_gemma":[0.00001646694,0.0001778964,0.0001500386,0.000007558044,0.0001562494,0.0001318379,0.0001412401,0.0002345506,0.0001242425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007685023,"about_ca_system_score_gemma":0.0003659541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001254249,"about_ca_topic_score_gemma":0.00009208654,"domain_scores_codex":[0.9989044,0.00008263878,0.00009426514,0.0002637539,0.0004535414,0.0002013734],"domain_scores_gemma":[0.9993197,0.0000721483,0.0001474961,0.0001527165,0.0002321508,0.00007583374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002084459,0.000004678595,9.223452e-7,0.00001453655,0.00005179489,0.00001683981,0.003251677,5.713357e-7,0.000003186403,0.7254478,0.2709398,0.0002473324],"study_design_scores_gemma":[0.000228745,0.00001422143,0.000007462831,0.00004942564,0.00005113608,2.995188e-7,0.003202415,0.000002563526,0.0000164259,0.000007912818,0.9962094,0.0002099975],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003488545,0.00009834758,0.00002159999,0.00008205377,0.0007913776,0.0003539415,0.00006242204,0.00009912531,0.9981423],"genre_scores_gemma":[0.001950606,0.0004420922,0.000008578304,0.00004153027,0.0007489523,2.733238e-7,0.0001054774,0.00001378,0.9966887],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7254399,"threshold_uncertainty_score":0.7254405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03757684787878806,"score_gpt":0.2649953338752889,"score_spread":0.2274184859965008,"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."}}