{"id":"W2554452057","doi":"10.32674/jis.v6i4.323","title":"Helping the Transition: Mentorship to Support International Students in Canada","year":2016,"lang":"en","type":"article","venue":"Journal of International Students","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Acculturation; Mentorship; Psychology; Sociocultural evolution; Adaptation (eye); Psychological adaptation; Coping (psychology); Medical education; Clinical psychology; Ethnic group; Medicine; Political science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001656133,0.0001399415,0.0001964935,0.0002355624,0.0001656028,0.0002481827,0.002808819,0.00004614911,0.001396596],"category_scores_gemma":[0.0003279539,0.00008921212,0.0001211355,0.000155094,0.00004821388,0.000546699,0.0001987278,0.0001753466,0.00004943149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00312355,"about_ca_system_score_gemma":0.0005607473,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1696015,"about_ca_topic_score_gemma":0.6800916,"domain_scores_codex":[0.9943764,0.0001556561,0.0007091372,0.0001750149,0.004294018,0.0002898237],"domain_scores_gemma":[0.9985038,0.0002469841,0.0003452987,0.00008847918,0.0006543089,0.0001611356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000596431,0.000695158,0.915785,0.000004394007,0.000987474,0.0003152431,0.05736993,0.0001187337,0.0004504014,0.002896186,0.01199803,0.008783015],"study_design_scores_gemma":[0.005303436,0.0002892438,0.6856735,0.000651947,0.00005223197,0.00003773496,0.08099417,0.00000645631,0.0005727646,0.001006258,0.224907,0.0005053069],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9397205,0.00004338959,0.0001141736,0.04895859,0.0053967,0.0001947201,0.00001802343,0.000006170401,0.005547756],"genre_scores_gemma":[0.9946387,0.0005483158,0.00003529781,0.001655007,0.001576874,0.000008870532,0.000002495387,0.0000109888,0.00152344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.51049,"threshold_uncertainty_score":0.9995162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03247996444516842,"score_gpt":0.3618597759257785,"score_spread":0.3293798114806101,"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."}}