{"id":"W3195796483","doi":"10.34989/san-2021-19","title":"Household financial vulnerabilities and physical climate risks","year":2021,"lang":"en","type":"article","venue":"Staff Analytical Notes","topic":"Agricultural risk and resilience","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bank of Canada","funders":"","keywords":"Business; Climate change; Natural resource economics; Finance; Environmental planning; Environmental resource management; Environmental science; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004166983,0.0001576584,0.0001574152,0.0009447244,0.0005855089,0.0006913807,0.0001892495,0.0003381072,0.01106364],"category_scores_gemma":[0.005013369,0.0001219711,0.0001270257,0.001498295,0.0003995506,0.0008532969,0.001234986,0.0003918438,0.000396027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000581781,"about_ca_system_score_gemma":0.0005175889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01061592,"about_ca_topic_score_gemma":0.01302843,"domain_scores_codex":[0.9996052,0.0001077967,0.00002370424,0.00004523155,0.00006481914,0.0001532176],"domain_scores_gemma":[0.9966664,0.001077538,0.001530815,0.00009479703,0.0001593618,0.0004712439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008330181,0.00007103348,0.9662039,0.00003995237,0.00005930532,0.0002967031,0.001871139,0.001996736,0.0001354511,0.007304286,0.004254347,0.01768401],"study_design_scores_gemma":[0.000004243777,0.00004761813,0.9845596,0.00004855384,0.00001877524,0.0002503819,0.004774258,0.001727659,0.0001347939,0.004946853,0.003471701,0.00001563968],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876329,0.0001532875,0.0004613805,0.000817412,0.000008772746,0.00001167349,0.001540515,0.000007364124,0.00936682],"genre_scores_gemma":[0.9984514,0.0001253376,0.0001462468,0.00003844449,0.00001070399,0.00001429005,0.0003741342,0.000001249159,0.000838205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01106364,"threshold_uncertainty_score":0.03701156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03435192050006025,"score_gpt":0.2630706605182953,"score_spread":0.228718740018235,"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."}}