{"id":"W3122705693","doi":"10.1093/restud/rdad048","title":"Income Growth and the Distributional Effects of Urban Spatial Sorting","year":2023,"lang":"en","type":"article","venue":"The Review of Economic Studies","topic":"Housing Market and Economics","field":"Economics, Econometrics and Finance","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Economics; Downtown; Gentrification; Amenity; Economic rent; Inequality; Economic geography; Income distribution; Distribution (mathematics); Spatial inequality; Economic inequality; Neighbourhood (mathematics); Labour economics; Geography; Economic growth; Microeconomics","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":[0.001945943,0.0001244966,0.0008592498,0.00005522387,0.0001355624,0.00001091312,0.0002231896,0.00002565816,0.00001991042],"category_scores_gemma":[0.0008530957,0.00008383508,0.0001751023,0.00009663911,0.0004570741,0.00006357732,0.0002367314,0.00007340648,0.00007665643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004619475,"about_ca_system_score_gemma":0.00001545419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001063326,"about_ca_topic_score_gemma":0.000007790955,"domain_scores_codex":[0.9987127,0.0000459515,0.0008719716,0.0001831306,0.00001693096,0.0001693724],"domain_scores_gemma":[0.9979081,0.001039188,0.0007598149,0.0002548031,0.00001850187,0.00001958316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007173525,0.00002283355,0.1364906,0.01316365,0.0009774852,6.852162e-7,0.00108396,0.00001925022,0.000002264194,0.8394531,0.003296038,0.005418399],"study_design_scores_gemma":[0.007901274,0.0003264988,0.4125402,0.01058218,0.0006180923,0.00001439176,0.0007433465,0.00476912,0.0004468044,0.5467135,0.01398294,0.001361667],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6561809,0.3230154,0.0000691894,0.004948269,0.001199249,0.0009931236,0.0001245795,0.00004043087,0.01342892],"genre_scores_gemma":[0.7586076,0.2411198,0.00001173196,0.00008297792,0.00009957165,0.00003031513,0.000004692332,0.000008978138,0.00003427696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2927397,"threshold_uncertainty_score":0.3418695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02622699659632642,"score_gpt":0.2549404903470203,"score_spread":0.2287134937506938,"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."}}