{"id":"W3034174111","doi":"","title":"Common Factors Contributing to Successful Career Changes Among Chinese Skilled Immigrants in Canada","year":2009,"lang":"en","type":"dissertation","venue":"National University System Repository (National University System)","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Demographic economics; Career development; Geography; Demography; Political science; Psychology; Sociology; Social psychology; Economics; Law","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":[0.000953672,0.0003580464,0.000439463,0.001668403,0.008573002,0.001853382,0.001192019,0.000637378,0.003498172],"category_scores_gemma":[0.004196206,0.0002412091,0.0006849487,0.002946373,0.001371862,0.0005318912,0.001816497,0.001548807,0.0002156194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0115761,"about_ca_system_score_gemma":0.04203274,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9003692,"about_ca_topic_score_gemma":0.9642186,"domain_scores_codex":[0.9987761,0.00008743948,0.0000860255,0.0001020235,0.0003679592,0.0005803807],"domain_scores_gemma":[0.9966635,0.000219684,0.000557815,0.00007560005,0.000767078,0.001716255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005389438,0.00008477999,0.9791492,0.00007301038,0.00004002272,0.0003994109,0.009371716,0.00004429794,0.0001322427,0.0002350257,0.001908524,0.008507825],"study_design_scores_gemma":[0.00000587141,0.00003072889,0.9638402,0.0001184655,0.00002769143,0.0001262833,0.033241,0.0001648308,0.00003625309,0.0001008381,0.002285113,0.00002267497],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941373,0.0008094163,0.00003735848,0.001159569,0.00005100351,0.00004593694,0.0003318142,0.000004245377,0.003423411],"genre_scores_gemma":[0.99728,0.0008296827,0.0001201721,0.0002518203,0.00001068199,0.00002149951,0.0003031528,0.000003590181,0.001179342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09963083,"threshold_uncertainty_score":0.2004351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00872046206110886,"score_gpt":0.2212495547847027,"score_spread":0.2125290927235939,"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."}}