{"id":"W2256622941","doi":"10.53383/100204","title":"International Real Estate Review","year":2015,"lang":"en","type":"article","venue":"International Real Estate Review","topic":"Housing Market and Economics","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Superstition; Real estate; Sample (material); Economics; Estate; Financial economics; Business; Actuarial science; Geography; Finance","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001838214,0.0002743592,0.0007330052,0.0001738249,0.00004662514,0.000115643,0.0007978913,0.00007238246,0.001340851],"category_scores_gemma":[0.0006208971,0.0003001177,0.0002751326,0.0001925037,0.00006552738,0.0005565136,0.000190575,0.0002161052,0.003195588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005354847,"about_ca_system_score_gemma":0.0001069356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001456606,"about_ca_topic_score_gemma":0.00009139686,"domain_scores_codex":[0.9975584,0.00004400697,0.001359467,0.0005499047,0.0001539486,0.0003342413],"domain_scores_gemma":[0.9982515,0.00007826225,0.0007616215,0.0004177116,0.0002316902,0.0002592111],"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":[0.00001698874,0.00006070155,0.001849133,0.0007913237,0.00009899126,0.00002674961,0.00008008566,0.00001564238,5.702461e-7,0.0009749983,0.02117459,0.9749102],"study_design_scores_gemma":[0.0003619432,0.00003093252,0.000463392,0.001875883,0.0000231015,0.00004498667,0.00001148804,0.0008575394,0.000001255589,0.0002630134,0.9957483,0.0003181021],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.001032159,0.001573982,0.0001258475,0.006222982,0.002365072,0.0003695377,0.0002129163,0.00008381895,0.9880137],"genre_scores_gemma":[0.001469121,0.9954793,0.0008698105,0.0008749383,0.0003711969,0.00006496751,0.0003748404,0.00004812621,0.0004476491],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9939054,"threshold_uncertainty_score":0.9999451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0761742787315664,"score_gpt":0.3045568504148311,"score_spread":0.2283825716832647,"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."}}