{"id":"W7114920865","doi":"10.2139/ssrn.5841102","title":"House Prices, Quantities, and the Propagation of Shocks when Developers Are Imperfectly Competitive","year":2025,"lang":"","type":"preprint","venue":"SSRN Electronic Journal","topic":"Housing Market and Economics","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Competition (biology); Imperfect competition; Imperfect; Order (exchange); Raising (metalworking); House price","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":[0.002119531,0.0003277771,0.0009120092,0.0006744093,0.0004331002,0.003728732,0.000889306,0.002439416,0.009084535],"category_scores_gemma":[0.02467627,0.001034791,0.0003915016,0.001010674,0.001590887,0.004075039,0.0009738587,0.002264247,0.0006857553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001583742,"about_ca_system_score_gemma":0.0007697095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02433303,"about_ca_topic_score_gemma":0.01886469,"domain_scores_codex":[0.9993725,0.0001595166,0.00005338277,0.0001318051,0.00009969601,0.0001830493],"domain_scores_gemma":[0.9771036,0.01460798,0.005921796,0.0006915386,0.0008154208,0.0008596181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001890687,0.0007950498,0.3287279,0.0003051269,0.0003842343,0.002428882,0.001724747,0.3591776,0.007470516,0.2447985,0.01129504,0.0410018],"study_design_scores_gemma":[0.0003498936,0.0004149246,0.2287487,0.0000491283,0.0002017003,0.0003914704,0.002225042,0.5340716,0.002179737,0.2286003,0.002595858,0.0001715107],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768633,0.0003256185,0.01369319,0.002047187,0.00003851705,0.00003123457,0.0006830092,0.00007909293,0.006238835],"genre_scores_gemma":[0.9971706,0.0001634138,0.0003321268,0.0000374351,0.00002366196,0.000005430699,0.000114341,0.00000937913,0.002143662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02433303,"threshold_uncertainty_score":0.04838282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01353969656543827,"score_gpt":0.2056981001758228,"score_spread":0.1921584036103845,"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."}}