{"id":"W3124623566","doi":"10.2139/ssrn.3455524","title":"Do Security Breaches Matter? The Shareholder Puzzle","year":2019,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Insurance and Financial Risk Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Quest University Canada","funders":"","keywords":"Business; Shareholder; Computer security; Accounting; Corporate governance; Finance; Computer 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":[0.007184303,0.0003776737,0.001629048,0.001097034,0.001234643,0.005679018,0.00135049,0.009051662,0.0171528],"category_scores_gemma":[0.06706929,0.0003286049,0.0006321282,0.001504837,0.004632512,0.01441837,0.001878528,0.007535217,0.001908469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008125904,"about_ca_system_score_gemma":0.0009251852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001133225,"about_ca_topic_score_gemma":0.0009545734,"domain_scores_codex":[0.9981586,0.0005537696,0.0001528404,0.0003581223,0.0004103493,0.0003663217],"domain_scores_gemma":[0.9419312,0.03346733,0.01784859,0.003298301,0.001847829,0.001606709],"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":[0.002305906,0.000904982,0.1570209,0.0005081434,0.0007806537,0.001943032,0.004319118,0.006004911,0.00170818,0.6671708,0.0491567,0.1081766],"study_design_scores_gemma":[0.0002622117,0.000164899,0.0648303,0.0002489239,0.0002165679,0.0004320069,0.004832211,0.00734446,0.0004310936,0.9077025,0.01346134,0.00007353468],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6889275,0.01287792,0.004621206,0.2364356,0.0007882823,0.0000364628,0.0004720066,0.00008332596,0.05575769],"genre_scores_gemma":[0.9915882,0.001447995,0.0001051574,0.0044033,0.0004892782,0.00000612763,0.00005887517,0.00001885167,0.001882213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0171528,"threshold_uncertainty_score":0.05738187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01137127870997464,"score_gpt":0.1972779361725567,"score_spread":0.1859066574625821,"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."}}