{"id":"W7132979144","doi":"","title":"Exploring the Influence of Optimism and Self-efficacy on New and Professional Immigrants&apos; Retraining Experiences in Canada","year":2012,"lang":"en","type":"dissertation","venue":"TSpace","topic":"Optimism, Hope, and Well-being","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Retraining; Optimism; Grounded theory; Perspective (graphical); Career development; Qualitative research; Vocational 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002190612,0.0002225528,0.0004262601,0.0009719071,0.01215166,0.003432213,0.0008387875,0.0005699315,0.001878072],"category_scores_gemma":[0.00437664,0.0002069242,0.0003068167,0.001222425,0.004081722,0.0007373207,0.002876798,0.001699712,0.00009161999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02728949,"about_ca_system_score_gemma":0.04796264,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9549683,"about_ca_topic_score_gemma":0.984405,"domain_scores_codex":[0.9984946,0.00030188,0.00003711023,0.00007773227,0.0003440152,0.000744642],"domain_scores_gemma":[0.9960847,0.0007027723,0.0004758761,0.00005476927,0.0009835517,0.001698247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001992065,0.0001497912,0.2331768,0.0001190578,0.00002739459,0.00103629,0.7428594,0.0001211979,0.0007125408,0.0009631119,0.00195549,0.0186797],"study_design_scores_gemma":[0.000005807094,0.00004920956,0.1753337,0.0001168708,0.000009510287,0.00009905222,0.8198887,0.0000998213,0.0001186424,0.00008524687,0.004162129,0.00003127088],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974376,0.0001774682,0.00002134182,0.0005267888,0.000008885781,0.000009365442,0.00003133062,0.000001423954,0.001785696],"genre_scores_gemma":[0.9986365,0.0002402516,0.00004011807,0.0001425627,0.000002550484,0.0000067799,0.00002853756,0.00000188815,0.0009008201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04503167,"threshold_uncertainty_score":0.198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05887769567162297,"score_gpt":0.3590649714652643,"score_spread":0.3001872757936414,"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."}}