{"id":"W2233841257","doi":"10.2139/ssrn.283455","title":"The Dynamics of Immigrant Welfare and Labor Market Behavior","year":2001,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University; Center for Interuniversity Research and Analysis on Organizations","funders":"","keywords":"Immigration; Welfare; Economics; Dynamics (music); Labour economics; Demographic economics; Sociology; Political science; Market economy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001111255,0.0001281428,0.0002764126,0.000930044,0.001520809,0.003025812,0.0003203783,0.00119137,0.009335116],"category_scores_gemma":[0.004964393,0.0001768628,0.0002403288,0.000928533,0.001527327,0.0017116,0.001086886,0.001043134,0.0005590364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001177877,"about_ca_system_score_gemma":0.0008490697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01234073,"about_ca_topic_score_gemma":0.0155321,"domain_scores_codex":[0.9996364,0.0001911645,0.000007738625,0.00002191453,0.00001962807,0.0001231091],"domain_scores_gemma":[0.9968629,0.001830804,0.0004973416,0.00006943796,0.0001800654,0.0005594867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008904862,0.001167273,0.6080735,0.00007135989,0.0001318925,0.0009720725,0.0172626,0.007058448,0.001905586,0.3119188,0.006811274,0.04373688],"study_design_scores_gemma":[0.0001004248,0.0002997667,0.7681112,0.0001048828,0.00006643998,0.0004112727,0.04802451,0.02652275,0.0003349956,0.143707,0.01225378,0.00006303035],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982428,0.0003294927,0.0005019957,0.004024042,0.00001162644,0.000006826811,0.0001138969,0.000007817787,0.01257632],"genre_scores_gemma":[0.9979059,0.0001794607,0.00005176079,0.00008522411,0.00001232448,0.000005336503,0.00002491485,0.000002197867,0.001732841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01234073,"threshold_uncertainty_score":0.03122914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00435182938423738,"score_gpt":0.2542101431870252,"score_spread":0.2498583138027878,"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."}}