{"id":"W2048420866","doi":"10.2202/1553-3832.1701","title":"Comment on Shiller: Urban Density Drives Housing Price Increases","year":2010,"lang":"en","type":"article","venue":"The Economists Voice","topic":"Housing Market and Economics","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Economics; Agricultural economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00449445,0.001059873,0.001522884,0.00108691,0.00295329,0.003753122,0.004093224,0.02861156,0.01631945],"category_scores_gemma":[0.02656112,0.0006636448,0.001337521,0.001735928,0.005854041,0.00545993,0.002106683,0.02779558,0.01368207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003081592,"about_ca_system_score_gemma":0.002572911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05070386,"about_ca_topic_score_gemma":0.03161147,"domain_scores_codex":[0.9965516,0.0006894999,0.0001703464,0.0009625735,0.001345709,0.0002801933],"domain_scores_gemma":[0.9837101,0.01139763,0.0009846705,0.0007062122,0.00269409,0.0005072975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005296485,0.00001409154,0.0004880326,0.00002853062,0.00001186872,0.00008742751,0.0001865497,0.0001074086,0.00009740863,0.01205569,0.9838764,0.002993624],"study_design_scores_gemma":[0.0002334218,0.0001201905,0.00678029,0.000364985,0.00007619083,0.0003554224,0.001649214,0.001040313,0.001306052,0.04780873,0.9400797,0.0001854612],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005885862,0.0009785449,0.0001441056,0.9907155,0.003599951,0.000003939382,0.0002691418,0.00005716621,0.003643022],"genre_scores_gemma":[0.01516455,0.00175985,0.00020045,0.9559797,0.01815404,0.00003425812,0.00009939704,0.00006336597,0.008544378],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05070386,"threshold_uncertainty_score":0.1008174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0186133816793819,"score_gpt":0.2048813208283684,"score_spread":0.1862679391489865,"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."}}