{"id":"W2782203938","doi":"10.1108/ijhma-01-2017-0003","title":"Transitional distribution dynamics of housing affordability in Australia, Canada and USA","year":2018,"lang":"en","type":"article","venue":"International Journal of Housing Markets and Analysis","topic":"Housing Market and Economics","field":"Economics, Econometrics and Finance","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Distribution (mathematics); Originality; Financial crisis; Economics; Political science; Macroeconomics; Mathematics","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":[0.000251689,0.0001226398,0.0001750417,0.001372215,0.0008794512,0.0009263933,0.0004293382,0.0001628865,0.002002197],"category_scores_gemma":[0.001510239,0.00008622097,0.0002900806,0.002679236,0.0005506764,0.0005564128,0.001102145,0.0003949743,0.0001027778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006045905,"about_ca_system_score_gemma":0.00623509,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9151488,"about_ca_topic_score_gemma":0.9470156,"domain_scores_codex":[0.9997424,0.00001931682,0.00001313599,0.00004347412,0.00007631969,0.0001053519],"domain_scores_gemma":[0.9990865,0.00006192473,0.0001917871,0.00004132641,0.0004623033,0.0001561759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008110523,0.00003708689,0.9587297,0.00006962617,0.00006091446,0.0003927173,0.003853017,0.001595214,0.0005840947,0.003815935,0.002414822,0.02836574],"study_design_scores_gemma":[9.296384e-7,0.000009262354,0.9922366,0.00001696917,0.000009361245,0.00005410131,0.002451878,0.00254464,0.0001051421,0.0001881699,0.002373081,0.000009819179],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941919,0.0002136858,0.0004883669,0.0002593293,0.00000607519,0.00001995971,0.001317841,0.00001553246,0.003487222],"genre_scores_gemma":[0.9982144,0.0001315296,0.0002701009,0.00002264019,0.000001864292,0.000008622439,0.0005150379,0.000003789196,0.0008320177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08485121,"threshold_uncertainty_score":0.1707018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01502720230952006,"score_gpt":0.2323916705382751,"score_spread":0.217364468228755,"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."}}