{"id":"W4389130750","doi":"10.2139/ssrn.4620128","title":"Recent Developments in Financial Risk and the Real Economy","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Markets and Investment Strategies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Financial risk; Economics; Business; Finance; Financial system","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":[0.002122903,0.0003628742,0.0004756119,0.001718438,0.0003235555,0.003367595,0.000535287,0.001946883,0.005938822],"category_scores_gemma":[0.008995692,0.0002130169,0.000215061,0.004279342,0.002192583,0.004854592,0.0007898054,0.002376798,0.0007405638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00110698,"about_ca_system_score_gemma":0.0005370478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009000684,"about_ca_topic_score_gemma":0.000786409,"domain_scores_codex":[0.9996457,0.0001409256,0.00003293222,0.00006568214,0.000088852,0.00002588279],"domain_scores_gemma":[0.9911377,0.006600523,0.0009608647,0.0002637169,0.0007740541,0.000263181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003277292,0.00008355633,0.006341212,0.001475569,0.00006642317,0.0003647457,0.0005769382,0.004838286,0.0005264143,0.6387867,0.02452709,0.3220853],"study_design_scores_gemma":[0.00002973507,0.00009623411,0.0187182,0.00125222,0.00005855192,0.001373735,0.0008533024,0.006669246,0.0004031015,0.5321903,0.4382935,0.00006194716],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02872132,0.8644368,0.006737179,0.06213827,0.001880408,0.000005308695,0.0002424659,0.0000418895,0.03579636],"genre_scores_gemma":[0.3209097,0.6562999,0.002457836,0.002707846,0.01225175,0.00000860497,0.0001955923,0.00002219788,0.005146495],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005938822,"threshold_uncertainty_score":0.01986736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01414217263661616,"score_gpt":0.2029241980368241,"score_spread":0.1887820254002079,"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."}}