{"id":"W2106852383","doi":"10.2139/ssrn.2583494","title":"Understanding Booms and Busts in Housing Markets","year":2012,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Economic theories and models","field":"Economics, Econometrics and Finance","cited_by":63,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Boom; Economics; Business; Environmental science","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":[0.0009056433,0.0002567965,0.0006269179,0.0007915044,0.0007607043,0.003691234,0.0007861242,0.001635393,0.01482872],"category_scores_gemma":[0.006233144,0.0004873651,0.000479328,0.0006573773,0.001568033,0.008374103,0.001246029,0.00182426,0.0005387551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001169778,"about_ca_system_score_gemma":0.0006854295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01839665,"about_ca_topic_score_gemma":0.01719996,"domain_scores_codex":[0.9997857,0.000063926,0.00001228225,0.00003790801,0.00002534714,0.00007482765],"domain_scores_gemma":[0.9977819,0.001243757,0.0004982656,0.00008166483,0.0001258389,0.0002686084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000400684,0.0002049545,0.04536027,0.0002062794,0.0001140823,0.0008336327,0.001988208,0.06161557,0.001191432,0.851252,0.008415751,0.02841713],"study_design_scores_gemma":[0.00007586159,0.00006763091,0.01915772,0.00005447653,0.0000409735,0.00008802322,0.00316866,0.1722388,0.000242163,0.7992205,0.005606225,0.00003897433],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9106185,0.002956548,0.02375544,0.008795145,0.0001403321,0.00006186039,0.000587525,0.0001049986,0.05297954],"genre_scores_gemma":[0.9949233,0.0005152177,0.0009831092,0.0001086046,0.00007605139,0.000008536889,0.00008496437,0.00001117886,0.003289146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01839665,"threshold_uncertainty_score":0.04960698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05965752629902813,"score_gpt":0.2173957518615867,"score_spread":0.1577382255625585,"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."}}