{"id":"W2358235578","doi":"","title":"A Life History Study on Reintegration of the Returned Migrants ——A case study of returned skill migrants from Canada in Beijing","year":2012,"lang":"en","type":"article","venue":"Overseas Chinese History Studies","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Beijing; Emic and etic; Social capital; Perspective (graphical); Space (punctuation); Psychology; Capital (architecture); Life satisfaction; Political science; Sociology; Demographic economics; Social psychology; Geography; China; Social science; Law; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001091862,0.0002643617,0.0006303985,0.0001499257,0.0003695184,0.000004155803,0.0002884021,0.00007859578,0.0000875793],"category_scores_gemma":[0.002370182,0.0001968854,0.000115697,0.0002732986,0.0002824113,0.0003078901,0.00007722308,0.0002442319,0.000001174454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003687417,"about_ca_system_score_gemma":0.00104749,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9202038,"about_ca_topic_score_gemma":0.9965247,"domain_scores_codex":[0.9970779,0.0009106417,0.0006699239,0.0003442134,0.0006821446,0.0003151671],"domain_scores_gemma":[0.9981067,0.000455246,0.0005726432,0.0004816979,0.0002250602,0.0001586312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006749995,0.0007260366,0.5374339,0.00001336551,0.0001293518,0.00002308845,0.4511484,0.00001232958,0.00002205083,0.00002593363,0.01037277,0.00002530184],"study_design_scores_gemma":[0.001210667,0.0001396987,0.4802292,0.00006095876,0.0001066732,0.000001103848,0.5133076,0.0000109041,0.000004089044,0.00002287444,0.004696937,0.0002092724],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875032,0.005827079,2.563079e-7,0.0001088499,0.002673212,0.0009650984,0.00001810825,0.0000184651,0.002885711],"genre_scores_gemma":[0.9985074,0.00006506886,0.000006392073,0.0001794876,0.0002278876,0.00005066056,0.0000022753,0.0000167622,0.0009441022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0763209,"threshold_uncertainty_score":0.9642468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06207297442383919,"score_gpt":0.3019831515200924,"score_spread":0.2399101770962532,"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."}}