{"id":"W3124612177","doi":"10.2139/ssrn.2246914","title":"Uncertainty, Risk, and Incentives: Theory and Evidence","year":2013,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Experimental Behavioral Economics Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Incentive; Actuarial science; Economics; Econometrics; Business; Microeconomics","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":[],"consensus_categories":[],"category_scores_codex":[0.002928651,0.00009013938,0.0001183524,0.00004005431,0.0009052393,0.0001717834,0.0001377957,0.00004255486,0.00005904445],"category_scores_gemma":[0.000280981,0.00007840578,0.00002995251,0.0000571879,0.0004795482,0.000629949,0.00008249213,0.000632932,0.00002535238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006208025,"about_ca_system_score_gemma":0.0004656156,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007339392,"about_ca_topic_score_gemma":0.00754078,"domain_scores_codex":[0.9982018,0.0003621321,0.0001388468,0.0001569021,0.000112439,0.001027883],"domain_scores_gemma":[0.9994299,0.0002439735,0.0001142496,0.00005754873,0.00005474661,0.000099576],"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":[0.0000360975,0.00002828035,0.1326662,0.00000255541,0.00006771462,7.126547e-7,0.01281833,0.000001696878,0.0003818814,0.7907975,0.00006871338,0.06313034],"study_design_scores_gemma":[0.0002796111,0.0001858475,0.01191186,0.00003826237,0.00003111585,0.00002213152,0.1132309,0.000008316453,0.00003645402,0.8733653,0.0007114004,0.0001788013],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9711651,0.02626593,0.00008731946,0.0008528124,0.00007915392,0.0001593766,5.07605e-7,0.00001561208,0.00137418],"genre_scores_gemma":[0.9269082,0.07209338,0.00004042446,0.00006111096,0.00009476752,0.000009912387,8.67786e-8,0.00000643329,0.000785712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1207543,"threshold_uncertainty_score":0.9992708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01639297256249215,"score_gpt":0.3102991515746515,"score_spread":0.2939061790121594,"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."}}