{"id":"W7113275995","doi":"","title":"Essays on Climate Risks, Policy Shocks, and Housing Markets","year":2025,"lang":"en","type":"dissertation","venue":"CUNY Academic Works (City University of New York)","topic":"Housing Market and Economics","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Real estate; Climate change; Global warming; Endogeneity; Renting; Economic rent; Boom; House price","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0006444587,0.0004134191,0.0009781867,0.0009789978,0.0004099078,0.00007196226,0.0006325396,0.001389432,0.0004313866],"category_scores_gemma":[0.0001505356,0.000635294,0.0002518425,0.0004548437,0.0001010242,0.0002767435,0.0001896977,0.001367823,0.00006871449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004134881,"about_ca_system_score_gemma":0.0002458964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002393418,"about_ca_topic_score_gemma":0.000572366,"domain_scores_codex":[0.9978979,0.00003644927,0.0006165542,0.0007971786,0.0000614191,0.0005905071],"domain_scores_gemma":[0.9981614,0.0001698171,0.0009938497,0.0004200814,0.00003313245,0.0002217118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005581832,0.0003685558,0.1809365,0.002530413,0.001188567,0.00005204021,0.01039661,0.001149422,0.00002844637,0.1922185,0.1064511,0.499098],"study_design_scores_gemma":[0.0100943,0.0003202677,0.3094848,0.01016417,0.0007260457,0.00001248309,0.01116365,0.007838608,0.000158953,0.1224874,0.5218129,0.00573651],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6073551,0.00254157,0.000251502,0.0005734104,0.0008398186,0.0002978244,0.000198232,0.00008858292,0.3878539],"genre_scores_gemma":[0.9168849,0.05470572,0.0005716447,0.000243728,0.0004826028,9.21656e-7,0.000436951,0.00007538324,0.02659813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4933615,"threshold_uncertainty_score":0.999907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05224871900279633,"score_gpt":0.2512789503725384,"score_spread":0.1990302313697421,"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."}}