{"id":"W4387037261","doi":"10.24148/wp2023-26","title":"Floating Population: Migration With(Out) Family and the Spatial Distribution of Economic Activity","year":2023,"lang":"en","type":"article","venue":"Federal Reserve Bank of San Francisco, Working Paper Series","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Consumption (sociology); China; Demographic economics; Economics; Distribution (mathematics); Population; Labour economics; Business; Geography; Sociology; Demography","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":[0.0003651649,0.000165538,0.0001882865,0.0006174419,0.0004881444,0.0008425668,0.0004231931,0.0003293684,0.004553415],"category_scores_gemma":[0.001665206,0.0000935696,0.0002660582,0.000957439,0.001313059,0.0009077369,0.0007569462,0.000312544,0.0002073638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009016868,"about_ca_system_score_gemma":0.0003952804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02970585,"about_ca_topic_score_gemma":0.02566934,"domain_scores_codex":[0.999835,0.00005634754,0.00000765254,0.00004350776,0.00001763025,0.00003984987],"domain_scores_gemma":[0.9993423,0.0001496593,0.0003020985,0.00007097569,0.00004891994,0.00008595745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001053215,0.00009412468,0.8951299,0.00005399546,0.0001047283,0.0006192251,0.002174267,0.01439549,0.000953412,0.05862105,0.001155018,0.02659352],"study_design_scores_gemma":[0.00002768079,0.0001701839,0.913816,0.00009717301,0.0001165309,0.000995475,0.006646973,0.03249319,0.0004894806,0.03803057,0.007076871,0.0000398833],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938577,0.0003588824,0.001650862,0.0006470257,0.000007281316,0.000005682393,0.0001465446,0.000008213066,0.003317859],"genre_scores_gemma":[0.9990089,0.0001064294,0.0001553924,0.00001605677,0.000005035834,0.000002366428,0.00003140545,0.000001259074,0.0006730466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02970585,"threshold_uncertainty_score":0.05906588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02050037410247092,"score_gpt":0.2711029786047209,"score_spread":0.25060260450225,"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."}}