{"id":"W3006021984","doi":"","title":"Financial Distress, Risk Shifting, and the Use of Options","year":2019,"lang":"en","type":"article","venue":"Lund University Publications (Lund University)","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Business; Finance; Financial distress; Distress; Actuarial science; Financial system; Medicine","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":[0.001180612,0.0001965405,0.0002103988,0.0009772652,0.0003074243,0.002167399,0.0002699032,0.0008736469,0.01100664],"category_scores_gemma":[0.01852701,0.0001643878,0.0001644088,0.0009808985,0.0009767597,0.001818462,0.0007583632,0.0009283662,0.0005382347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004406119,"about_ca_system_score_gemma":0.0003510948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002597341,"about_ca_topic_score_gemma":0.002231835,"domain_scores_codex":[0.9992366,0.0003444524,0.0000597953,0.00005139274,0.0002000682,0.000107614],"domain_scores_gemma":[0.9877753,0.008031072,0.002636209,0.0003452832,0.0004337614,0.0007782995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00157341,0.001170831,0.6577926,0.0002635698,0.0001683054,0.001626701,0.006631186,0.00565896,0.001130695,0.06145028,0.00639632,0.2561372],"study_design_scores_gemma":[0.0000341824,0.0002285858,0.9330093,0.0002605274,0.00005543618,0.001485353,0.003734054,0.00264467,0.0001707289,0.05056589,0.00776479,0.00004633602],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.956491,0.01117164,0.0005623464,0.002630907,0.00003032331,0.00001148469,0.0002595644,0.00001075126,0.02883198],"genre_scores_gemma":[0.9946356,0.001994875,0.0001355572,0.00005320266,0.00003062639,0.000005222179,0.0001016428,0.000002930567,0.003040264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01100664,"threshold_uncertainty_score":0.03682095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0134545553427007,"score_gpt":0.1646752534818683,"score_spread":0.1512206981391676,"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."}}