{"id":"W2158816372","doi":"10.2139/ssrn.887347","title":"Optimal Risk Taking With Flexible Income","year":2007,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Quest University Canada","funders":"","keywords":"Business; Risk analysis (engineering); Economics; Actuarial science","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":[0.002284229,0.0008995887,0.001703746,0.0005775093,0.0005555511,0.002441527,0.001017739,0.001616946,0.005210794],"category_scores_gemma":[0.01756104,0.0008840035,0.0007108109,0.0004795177,0.001612525,0.003516813,0.001874959,0.00202154,0.0003685952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001017169,"about_ca_system_score_gemma":0.001186159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002282497,"about_ca_topic_score_gemma":0.001399273,"domain_scores_codex":[0.9989637,0.0003513737,0.0000511299,0.0001744602,0.0001091561,0.0003502175],"domain_scores_gemma":[0.9921141,0.005046331,0.001101551,0.0005696896,0.0002641021,0.0009042888],"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":[0.001867739,0.0009317443,0.009453794,0.0002496391,0.0002411952,0.001883868,0.0008176218,0.3822938,0.002278559,0.5272247,0.006632818,0.06612454],"study_design_scores_gemma":[0.0001510841,0.0001999994,0.002817194,0.00003176171,0.00004343184,0.0001485705,0.0002540383,0.2748141,0.0003440343,0.7205845,0.0005746893,0.000036625],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8027107,0.0009836587,0.1641314,0.004517181,0.0001711706,0.00008954037,0.0003345712,0.0003088811,0.02675294],"genre_scores_gemma":[0.9905386,0.0001894929,0.004602931,0.00006717881,0.0000483275,0.00002114728,0.00004409931,0.00001899831,0.004469295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005210794,"threshold_uncertainty_score":0.0174318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006646554309279827,"score_gpt":0.2237035453403094,"score_spread":0.2170569910310296,"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."}}