{"id":"W7020034403","doi":"","title":"International Graduate Students’ Experiences in Using University Career Services: A Case Study of a Southern Ontario University","year":2023,"lang":"en","type":"article","venue":"OpenCommons - UConn (University of Connecticut)","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Graduate students; Qualitative research; Agency (philosophy); Government (linguistics); Higher education","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006326944,0.0001251687,0.0002767471,0.0004761472,0.0005874909,0.00003212767,0.001184848,0.00008441133,0.0004107667],"category_scores_gemma":[0.0000185935,0.0001656999,0.0001033744,0.0007211648,0.0002405195,0.0005061771,0.0005796532,0.0001603279,0.00002213416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005638527,"about_ca_system_score_gemma":0.0002114921,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8557928,"about_ca_topic_score_gemma":0.9548148,"domain_scores_codex":[0.9983446,0.0003185401,0.0001501001,0.000299621,0.000654085,0.0002330339],"domain_scores_gemma":[0.9990249,0.0001879925,0.0002235448,0.0001699439,0.0003046826,0.00008889729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001566161,0.000404443,0.1534024,0.000007891504,0.0001556206,0.002134682,0.8431369,0.000135868,0.000008765123,0.0003454617,0.00001788688,0.0000934721],"study_design_scores_gemma":[0.001774617,0.000104313,0.01087131,0.00004828267,0.00006414958,0.000009898923,0.9851453,0.0002178748,0.000003079168,0.00003018017,0.001570504,0.0001604469],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937707,0.000004733246,0.000009691586,0.0001976057,0.0002492167,0.0003460934,0.00003046256,0.00004916202,0.005342362],"genre_scores_gemma":[0.9978157,0.00003697532,0.00004730501,0.00000393206,0.00002027619,1.004022e-7,0.000006082604,0.000006819862,0.002062807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1425311,"threshold_uncertainty_score":0.6757047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1126213186590916,"score_gpt":0.3179693521593365,"score_spread":0.2053480335002448,"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."}}