{"id":"W6947597630","doi":"10.48336/v7wb-1n93","title":"Challenges experienced by international students while doing their graduate studies at Memorial University of Newfoundland","year":2024,"lang":"en","type":"article","venue":"Memorial University Research Repository (Memorial University)","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Face (sociological concept); Mental health; Accommodation; Study abroad; Health care; Immigration; Qualitative research; Productivity","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003502943,0.0005660416,0.0008793331,0.0007939606,0.01216951,0.008126688,0.001579296,0.001539255,0.005981271],"category_scores_gemma":[0.00529415,0.000407078,0.0005549857,0.001218972,0.004191773,0.002718456,0.009760827,0.004107742,0.0008325387],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006357646,"about_ca_system_score_gemma":0.01244839,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05045459,"about_ca_topic_score_gemma":0.1370345,"domain_scores_codex":[0.9957055,0.001156388,0.0001548931,0.0002380974,0.0007650128,0.001980054],"domain_scores_gemma":[0.9924975,0.0005499744,0.0006567948,0.0001235374,0.0008712725,0.005300975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001585589,0.0004256762,0.08365417,0.0005539225,0.00004895139,0.005196799,0.8232995,0.0001312263,0.003041881,0.002796077,0.02936343,0.05132988],"study_design_scores_gemma":[0.00000302705,0.000132762,0.01974879,0.0002016813,0.000009250227,0.0005596204,0.9469958,0.00002583036,0.0001637173,0.000110922,0.0320127,0.00003583608],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750047,0.00175526,0.0003689496,0.007939986,0.0005066082,0.00006185808,0.0001239561,0.00003260267,0.01420603],"genre_scores_gemma":[0.9798594,0.002514722,0.0005641287,0.003803365,0.0001132808,0.0001211713,0.0001216625,0.00004002143,0.01286235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9936423,"threshold_uncertainty_score":0.1003218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09794096215483779,"score_gpt":0.3115098002836189,"score_spread":0.2135688381287811,"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."}}