{"id":"W7133041343","doi":"","title":"International Graduate Students' Experience with University Career Services: A Case Study at a Southern Ontarian University","year":2023,"lang":"","type":"dissertation","venue":"TSpace","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Career development; Graduate students; Qualitative research; Career Pathways; Career counseling; Career portfolio","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004797388,0.0005479429,0.0006903503,0.001330658,0.0224764,0.005931235,0.001803786,0.002519011,0.004778269],"category_scores_gemma":[0.006925174,0.0005695923,0.0005379738,0.001991695,0.006568919,0.002843231,0.008556866,0.004211262,0.000613626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00728309,"about_ca_system_score_gemma":0.008929128,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03838778,"about_ca_topic_score_gemma":0.1327237,"domain_scores_codex":[0.9957113,0.002218739,0.0001052154,0.0002207932,0.0005435613,0.001200428],"domain_scores_gemma":[0.993553,0.001722852,0.0005436788,0.0001730079,0.0004937032,0.003513784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004297918,0.0004623792,0.01933252,0.0001173408,0.000007308519,0.007327181,0.9574332,0.00006172145,0.0005704107,0.001611432,0.002703157,0.01033048],"study_design_scores_gemma":[0.000003903771,0.0001229195,0.005142701,0.00006132659,0.000004351546,0.0009540609,0.9831398,0.00004955081,0.000110451,0.0001020636,0.01029741,0.00001148907],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909032,0.000236704,0.0002599648,0.001866656,0.00004388296,0.00006139398,0.00002476849,0.0000102371,0.006593269],"genre_scores_gemma":[0.9921578,0.0006959148,0.0005576618,0.0008288412,0.0000311915,0.00007217515,0.0000264496,0.00001798728,0.005611834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9616122,"threshold_uncertainty_score":0.07632869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09344516549152386,"score_gpt":0.393769869906392,"score_spread":0.3003247044148681,"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."}}