{"id":"W2948466923","doi":"10.71781/23467","title":"Cyber insurance as a risk manager","year":2018,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Insurance and Financial Risk Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Risk management; Actuarial science; Computer security; Computer science; Finance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006521363,0.0003456479,0.0006985141,0.000269833,0.000253255,0.0004247741,0.001037295,0.0003370244,0.01082171],"category_scores_gemma":[0.000118179,0.0004133319,0.0001888537,0.0003263789,0.00004169043,0.0004157799,0.0001421614,0.0003422415,0.06867527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008978978,"about_ca_system_score_gemma":0.00004655209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001663591,"about_ca_topic_score_gemma":0.001723614,"domain_scores_codex":[0.9978028,0.00001564425,0.000784807,0.0009197093,0.00007174457,0.0004053055],"domain_scores_gemma":[0.9980915,0.00001664792,0.001033317,0.0007185001,0.00006839824,0.00007160287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006277875,0.0004743956,0.05097547,0.0001642055,0.0006274692,0.0001239786,0.008308657,0.00001287053,0.000004948394,0.03811016,0.03637837,0.8641917],"study_design_scores_gemma":[0.0004705181,0.00007925711,0.1070648,0.00008940734,0.00002340687,7.948225e-7,0.0002794255,0.00001810197,0.0001038495,0.01575517,0.8755632,0.0005520613],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4239478,0.0008951461,0.00002925369,0.00002792705,0.001366371,0.0005560245,0.0003656763,0.000002637083,0.5728092],"genre_scores_gemma":[0.5250974,0.002557156,0.003092818,0.0001738458,0.0005680146,0.0001843718,0.0008430154,0.0001120558,0.4673713],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8636397,"threshold_uncertainty_score":0.9998319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02739696411078261,"score_gpt":0.268648978080599,"score_spread":0.2412520139698164,"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."}}