{"id":"W2096690716","doi":"10.1177/2167696815571665","title":"Are International Undergraduate Students Emerging Adults? Motivations for Studying Abroad","year":2015,"lang":"en","type":"article","venue":"Emerging Adulthood","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor; York University","funders":"York University","keywords":"Study abroad; Thematic analysis; Immigration; International education; Psychology; Institution; Higher education; Qualitative research; Country of origin; Pedagogy; Medical education; Political science; Sociology; Medicine; Social science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001017986,0.0001833097,0.0001911796,0.0001979632,0.0009235849,0.0002073792,0.0007561832,0.00007686351,0.00006591093],"category_scores_gemma":[0.001086867,0.0001936664,0.0001358169,0.000263929,0.00008950911,0.0004568693,0.0001561702,0.0001451223,0.00006143552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004040543,"about_ca_system_score_gemma":0.00007742313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009129937,"about_ca_topic_score_gemma":0.001896286,"domain_scores_codex":[0.997489,0.0001193279,0.0003607229,0.0003723505,0.001200873,0.0004577447],"domain_scores_gemma":[0.9983113,0.0001251522,0.000318938,0.0001394173,0.0009034877,0.0002017176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002393679,0.0007908892,0.4432172,0.00004569292,0.0005225125,0.00001136133,0.5106255,0.0005981865,0.00001645575,0.01869556,0.0132971,0.01194017],"study_design_scores_gemma":[0.005417186,0.0001175342,0.06719594,0.0004314539,0.00006793121,0.000001608867,0.802118,0.0008388541,0.00005719886,0.01443774,0.1086183,0.0006982879],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9747667,0.0002620042,0.001820084,0.01187945,0.002553463,0.0005471095,0.00002685249,0.0002205068,0.007923795],"genre_scores_gemma":[0.9944417,0.0002122506,0.0009080963,0.0001705824,0.001382897,0.00008445298,0.0000382871,0.00003022036,0.002731443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3760213,"threshold_uncertainty_score":0.7897485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06619135896995866,"score_gpt":0.3994689816401181,"score_spread":0.3332776226701595,"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."}}