{"id":"W4223520315","doi":"10.1108/ijhma-02-2022-0020","title":"Housing affordability in a resource rich economy: the case of Kuwait","year":2022,"lang":"en","type":"article","venue":"International Journal of Housing Markets and Analysis","topic":"Housing Market and Economics","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Economics; Index (typography); Originality; Population; Business; Value (mathematics); Resource (disambiguation); Public economics; Economic growth; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.003302408,0.0001138241,0.000496557,0.001246811,0.0001672083,0.0001211661,0.0003664868,0.00003362119,0.0003569301],"category_scores_gemma":[0.0001396325,0.0001078611,0.0002913046,0.0006100604,0.00008908134,0.0002107802,0.0002072894,0.0002644445,7.634235e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000267964,"about_ca_system_score_gemma":0.00004341142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004224697,"about_ca_topic_score_gemma":0.0002697831,"domain_scores_codex":[0.9983877,0.0001039254,0.001089236,0.0002083229,0.00005206496,0.0001587849],"domain_scores_gemma":[0.998273,0.0002505254,0.001159637,0.0001877561,0.00008138714,0.00004776058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006101411,0.000437281,0.9011982,0.0000302673,0.002753891,0.0009225094,0.002310438,0.03660425,0.000013799,0.01144939,0.0004423811,0.04322745],"study_design_scores_gemma":[0.007201402,0.0005604607,0.2023366,0.0001313257,0.001511608,0.004308695,0.01571432,0.4485032,0.0001024138,0.1331314,0.1846543,0.001844237],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857772,0.0005105071,0.0008739906,0.001391641,0.0002259906,0.00004876128,0.00003996073,0.000003927684,0.01112804],"genre_scores_gemma":[0.9991446,0.0001495278,0.0003600024,0.0001958956,0.00008978062,0.000002142935,0.000003988402,0.00001293225,0.00004119557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6988616,"threshold_uncertainty_score":0.4398447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01577990596625283,"score_gpt":0.2293252715743697,"score_spread":0.2135453656081169,"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."}}