{"id":"W1514676023","doi":"10.3386/w20388","title":"Worker Mobility in a Global Labor Market: Evidence from the United Arab Emirates","year":2014,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"York University","keywords":"Labour economics; Labor mobility; Occupational mobility; Business; Demographic economics; Economics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001221923,0.0003697732,0.0003374286,0.001565946,0.001024646,0.001496821,0.0004619415,0.0007591695,0.00552792],"category_scores_gemma":[0.002261003,0.0002302308,0.0003540237,0.002921391,0.0009254717,0.001095367,0.001674107,0.0006071858,0.0006954048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005599012,"about_ca_system_score_gemma":0.0006236994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06481162,"about_ca_topic_score_gemma":0.104184,"domain_scores_codex":[0.9994901,0.0001780297,0.00002429159,0.0000519733,0.00007892438,0.0001767048],"domain_scores_gemma":[0.9979388,0.0004578163,0.000892635,0.0000989142,0.0003434088,0.0002683684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003477876,0.0003602816,0.9596418,0.0003036527,0.0002285048,0.0006392244,0.008600351,0.0003507944,0.0002330352,0.001446149,0.005670197,0.02217825],"study_design_scores_gemma":[0.00003355603,0.00009313229,0.9797822,0.000128493,0.0000426466,0.0001198523,0.01493912,0.0001364025,0.00005578074,0.0001297668,0.004528306,0.00001079918],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908842,0.001704237,0.00003937302,0.001075112,0.00002013756,0.00001627331,0.0007065477,0.000003018349,0.005551088],"genre_scores_gemma":[0.9954371,0.002252412,0.00005406644,0.0003400781,0.00003967588,0.00001601367,0.0007763661,0.000003197435,0.001081109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06481162,"threshold_uncertainty_score":0.1288688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2691765409902488,"score_gpt":0.521089880047933,"score_spread":0.2519133390576842,"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."}}