{"id":"W2577137717","doi":"10.1002/berj.3258","title":"Strategic escapes: Negotiating motivations of personal growth and instrumental benefits in the decision to study abroad","year":2017,"lang":"en","type":"article","venue":"British Educational Research Journal","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Negotiation; Study abroad; Public relations; Psychology; Social psychology; Political science; Sociology; Pedagogy; Law","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":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00326268,0.00005698486,0.00009026733,0.0001900722,0.003035108,0.001409215,0.0007212709,0.00003526528,0.0002712372],"category_scores_gemma":[0.003074974,0.00005409845,0.00003320102,0.0001664431,0.0002069446,0.0004426775,0.0001160947,0.0003572953,0.000005106845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001195606,"about_ca_system_score_gemma":0.0004170581,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01489113,"about_ca_topic_score_gemma":0.01246733,"domain_scores_codex":[0.9973244,0.0003317273,0.0002494775,0.0001573466,0.00166369,0.00027335],"domain_scores_gemma":[0.9981888,0.0009675181,0.0001129033,0.00007459048,0.0005303426,0.0001258757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000567733,0.001346308,0.741614,0.000007025945,0.00004806359,0.0000174149,0.1721518,0.00001775196,0.00002696868,0.06056242,0.001190609,0.02296093],"study_design_scores_gemma":[0.0003386264,0.0000864217,0.7580174,0.00009022139,0.000002102632,0.00002561859,0.2317275,0.000009026792,0.000001658306,0.009589634,0.00006631038,0.00004551316],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9781206,0.0003813,0.000001638175,0.009391122,0.000229619,0.0003206526,0.00001040505,0.000001305246,0.01154331],"genre_scores_gemma":[0.9981412,0.0008951478,0.0001233803,0.00002978635,0.0006678998,0.00002146319,0.000002289609,0.000004793918,0.000114074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05957574,"threshold_uncertainty_score":0.9996274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1665750980844293,"score_gpt":0.4758120663457944,"score_spread":0.3092369682613652,"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."}}