{"id":"W7067819041","doi":"","title":"Modeling the Housing Market’s Decline: How Much, How Fast, and What People Value","year":2008,"lang":"en","type":"article","venue":"Scholarly Commons (University of the Pacific)","topic":"Housing Market and Economics","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Real estate; Value (mathematics); Falling (accident); Hedonic regression; House price; Market value; Affect (linguistics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001831445,0.0004112988,0.0003148844,0.0007380712,0.0003545181,0.002483947,0.0008348688,0.001076095,0.002378939],"category_scores_gemma":[0.007337858,0.0002435696,0.0004364056,0.00128092,0.0006055133,0.002884796,0.0009405862,0.001385987,0.0003107568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001524935,"about_ca_system_score_gemma":0.0005515431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03641153,"about_ca_topic_score_gemma":0.02838993,"domain_scores_codex":[0.9995703,0.000224026,0.00001358909,0.00007829011,0.00003259776,0.00008109416],"domain_scores_gemma":[0.9976018,0.001571049,0.0003648466,0.0001133428,0.0001554199,0.0001935532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005173218,0.0009575785,0.7558254,0.0001836754,0.0002454139,0.0003288087,0.0032379,0.133929,0.0005899346,0.02833494,0.01026173,0.06558838],"study_design_scores_gemma":[0.0000461176,0.0002230411,0.1274513,0.00006966518,0.00006793701,0.00007896329,0.00429998,0.8354118,0.0002109475,0.02693602,0.005165018,0.00003915622],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983208,0.0008057618,0.005327506,0.004639314,0.0000321005,0.00003958081,0.0008613144,0.00003412528,0.005052247],"genre_scores_gemma":[0.9959328,0.0003265889,0.00164094,0.00015246,0.00002750224,0.00003118915,0.0004683328,0.000008040145,0.001412197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03641153,"threshold_uncertainty_score":0.0723992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03081942006576176,"score_gpt":0.172484329021951,"score_spread":0.1416649089561892,"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."}}