{"id":"W2158764345","doi":"10.1017/s1365100510000350","title":"A CAUTIONARY NOTE ON USING (MARCH) CURRENT POPULATION SURVEY AND PANEL STUDY OF INCOME DYNAMICS DATA TO STUDY WORKER MOBILITY","year":2012,"lang":"en","type":"article","venue":"Macroeconomic Dynamics","topic":"Urban, Neighborhood, and Segregation Studies","field":"Social Sciences","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Current Population Survey; Panel Study of Income Dynamics; Panel data; Demographic economics; Population; Sample (material); Occupational mobility; Panel survey; Econometrics; Immigration; Survey data collection; Economics; Actuarial science; Statistics; Geography; Demography; Mathematics; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002634009,0.0001894193,0.0003759908,0.0001224894,0.0005554247,0.00005781442,0.0003832347,0.00006159952,0.00001948046],"category_scores_gemma":[0.0002812972,0.0001971555,0.00002870866,0.0002591729,0.0001248263,0.0003944056,0.0005436557,0.0001593422,0.00000820922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008154842,"about_ca_system_score_gemma":0.00006708778,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02655689,"about_ca_topic_score_gemma":0.1634688,"domain_scores_codex":[0.9977698,0.0006374238,0.0005282653,0.0004567761,0.0002528557,0.0003549314],"domain_scores_gemma":[0.9984604,0.0004536647,0.0002335954,0.0006017041,0.00009220851,0.0001584064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006665065,0.001216387,0.9757189,0.000007736384,0.00005913262,2.985538e-7,0.00965079,0.0005964704,2.120841e-7,0.0004716373,0.000008430077,0.01220342],"study_design_scores_gemma":[0.0004274582,0.0001136261,0.9261873,0.000009036837,0.00004417853,3.198021e-7,0.01109354,0.06176211,3.244509e-8,0.0001373372,0.00004548312,0.0001795591],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965265,0.00008056954,0.0005785645,0.00006565912,0.0007175109,0.00124789,0.000623885,0.00003374113,0.0001257111],"genre_scores_gemma":[0.9994113,0.00002257771,0.0001337072,0.00001844623,0.0001014665,0.00001735371,0.0002253303,0.00001881202,0.00005095124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1369119,"threshold_uncertainty_score":0.9799253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1621125674765515,"score_gpt":0.3926511278315039,"score_spread":0.2305385603549523,"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."}}