{"id":"W1969232950","doi":"10.1108/13620430710733640","title":"The darker side of an international academic career","year":2007,"lang":"en","type":"article","venue":"Career Development International","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":213,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Expatriate; Originality; Sociology; Value (mathematics); Career development; Promotion (chess); Public relations; Qualitative research; Pedagogy; Social science; Political science; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.006057157,0.0003497114,0.0004175155,0.001112211,0.01050112,0.0103057,0.0007330345,0.001194262,0.006757652],"category_scores_gemma":[0.01117806,0.0002185605,0.0003436913,0.0008007281,0.01172007,0.004926714,0.0131652,0.003762746,0.0007153773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001628509,"about_ca_system_score_gemma":0.003814401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001240516,"about_ca_topic_score_gemma":0.002525473,"domain_scores_codex":[0.9931258,0.00444281,0.0001905637,0.0003201531,0.000787327,0.001133332],"domain_scores_gemma":[0.9893643,0.002529691,0.001786177,0.0005439108,0.001019352,0.004756533],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002767695,0.0003347529,0.08331727,0.0004262126,0.0000425384,0.002071431,0.6115176,0.000335751,0.003178941,0.2085928,0.007636078,0.0822697],"study_design_scores_gemma":[0.0000125981,0.000239404,0.02544936,0.0007793851,0.00001628143,0.002343478,0.8601115,0.0003122262,0.0006290858,0.02684572,0.08318106,0.00007988354],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8659017,0.001358089,0.003504148,0.01449922,0.0003875642,0.00004255567,0.00002563826,0.00003568521,0.1142453],"genre_scores_gemma":[0.9934007,0.0003918404,0.0006571552,0.0007496821,0.00004370306,0.0000196552,0.000012199,0.00001396148,0.004711228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9939429,"threshold_uncertainty_score":0.03203368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06363679468037514,"score_gpt":0.3568458423306586,"score_spread":0.2932090476502835,"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."}}