{"id":"W4386242968","doi":"10.1016/j.frl.2023.104390","title":"COVID-19, home equity and retirement funding","year":2023,"lang":"en","type":"article","venue":"Finance research letters","topic":"Housing Market and Economics","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Equity (law); Business; Home equity; Health and Retirement Study; Balance (ability); Work (physics); 2019-20 coronavirus outbreak; Finance; Medicine; Political science; Gerontology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005447725,0.0001354783,0.0002987124,0.0006290972,0.0005186483,0.0002473097,0.0003868264,0.00008213051,0.0002412707],"category_scores_gemma":[0.000896834,0.000171128,0.00006424388,0.0007591441,0.0002644983,0.0002496807,0.0008018751,0.000339208,0.001597257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006316805,"about_ca_system_score_gemma":0.00008122678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003816804,"about_ca_topic_score_gemma":0.00004439585,"domain_scores_codex":[0.9978636,0.00005009458,0.0004002544,0.0005940609,0.0001063088,0.0009857096],"domain_scores_gemma":[0.9989206,0.0002538393,0.0001102302,0.0004050223,0.00001861717,0.0002916737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001476224,0.00008512706,0.2202939,0.0006818644,0.00007938517,0.0002476533,0.002327102,0.0009626806,0.0009643997,0.2775771,0.4655126,0.03112065],"study_design_scores_gemma":[0.0009575234,0.00009483838,0.06485465,0.00004386341,0.000002033085,0.00000593794,0.0001563531,0.006559969,0.00004986605,0.09320494,0.833512,0.0005580445],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9206497,0.0003646977,0.0006139079,0.04587458,0.000482945,0.0003226573,0.00007809493,0.0001522565,0.03146116],"genre_scores_gemma":[0.9924343,0.003641268,0.0002767434,0.002268144,0.0002023996,0.00006809285,0.00002277533,0.00003670481,0.001049568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3679994,"threshold_uncertainty_score":0.9991801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2787332813993426,"score_gpt":0.3824077913413301,"score_spread":0.1036745099419875,"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."}}