{"id":"W4412149835","doi":"10.37750/2616-6798.2025.2(53).334891","title":"Foreign experience in implementing and developing a cyber risk insurance system: organizational and legal framework","year":2025,"lang":"en","type":"article","venue":"INFORMATION AND LAW","topic":"Digital Transformation in Law","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Computer security; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0002321033,0.00007038061,0.0001217588,0.000134799,0.0001554135,0.000361796,0.00004325581,0.00004920193,0.00001382505],"category_scores_gemma":[0.00006255996,0.00008004723,0.000008032217,0.0002298467,0.0000572864,0.002250124,0.00003951575,0.00006805874,0.00001045294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003567568,"about_ca_system_score_gemma":0.00001164074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000146094,"about_ca_topic_score_gemma":0.00002643017,"domain_scores_codex":[0.9992588,0.000004866174,0.0005034895,0.00008935592,0.00002594146,0.0001175182],"domain_scores_gemma":[0.9997063,0.00004251895,0.000140894,0.00005681644,0.0000292686,0.00002425026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000002674248,0.000001692764,0.1131548,0.00008927204,0.000004445347,1.035649e-7,0.001093922,0.000009254815,1.203879e-7,0.8844694,0.000007246753,0.001166998],"study_design_scores_gemma":[0.002252041,0.00002923181,0.3989178,0.0005731532,0.00000531139,0.00003285,0.007446476,0.01168569,0.0001252707,0.1873221,0.3909776,0.0006325342],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6619595,0.000309961,0.0813768,0.0002380716,0.0001142615,0.0002411353,0.0001062535,0.00004328818,0.2556107],"genre_scores_gemma":[0.9969809,0.0000960078,0.002287265,0.0005681713,0.000006655276,0.00001894929,0.00001444554,0.000002794656,0.00002482166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6971474,"threshold_uncertainty_score":0.3488807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01286199917751132,"score_gpt":0.2279182433221625,"score_spread":0.2150562441446512,"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."}}