{"id":"W4384665723","doi":"10.22215/etd/2023-15457","title":"Socializing Immigrant Jobseekers: The Role of Pre-Employment Mentoring Programs","year":2023,"lang":"en","type":"dissertation","venue":"","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Immigration; Socialization; Workforce; Psychosocial; Psychology; Public relations; Workforce development; Diversity (politics); Political science; Social psychology","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":[0.00445076,0.0003052552,0.0002957867,0.0007370766,0.01213128,0.004337598,0.001203793,0.001224001,0.003296135],"category_scores_gemma":[0.005932261,0.0001859924,0.0002590491,0.0005496895,0.004614105,0.002155652,0.006499597,0.001982003,0.0002217804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007486999,"about_ca_system_score_gemma":0.02323507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09290235,"about_ca_topic_score_gemma":0.2803139,"domain_scores_codex":[0.996632,0.001957102,0.00005947473,0.0001170102,0.0003024365,0.0009317948],"domain_scores_gemma":[0.9965719,0.0008866499,0.0002668381,0.0001086371,0.000461162,0.001704839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005027174,0.000323324,0.03613115,0.0002495321,0.00001551905,0.001369658,0.8510882,0.00006313017,0.001095267,0.005640078,0.005195256,0.09877855],"study_design_scores_gemma":[0.000007265996,0.0001305962,0.02235864,0.0004853272,0.00001162475,0.0001684367,0.9357051,0.00007889004,0.0001752096,0.0005952483,0.04026473,0.00001900414],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9531114,0.001762539,0.0005390641,0.01163115,0.0001766865,0.00016357,0.00002590087,0.00002529208,0.03256439],"genre_scores_gemma":[0.9916251,0.001590446,0.0006657033,0.001070583,0.00002373277,0.00008604597,0.00002034774,0.00000823487,0.004909766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09290235,"threshold_uncertainty_score":0.1847232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03549566164929673,"score_gpt":0.348006033640713,"score_spread":0.3125103719914162,"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."}}