{"id":"W4386366683","doi":"10.2139/ssrn.4559167","title":"Evolution of Cybersecurity Disclosure","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Cybercrime and Law Enforcement Studies","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Computer security; Business; Internet privacy; 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":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001901348,0.0002469757,0.0003773201,0.000212532,0.0002142817,0.00007992085,0.001344095,0.0001660071,0.000005458952],"category_scores_gemma":[0.00006099197,0.0002170769,0.0003315628,0.0002696733,0.00006261007,0.0002113038,0.001450054,0.002999911,0.00003490208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001396745,"about_ca_system_score_gemma":0.002873598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001097839,"about_ca_topic_score_gemma":0.002442578,"domain_scores_codex":[0.996779,0.0001013073,0.0005113303,0.0003794373,0.0005403627,0.001688573],"domain_scores_gemma":[0.9987429,0.00004900648,0.0004085287,0.0005640903,0.000175752,0.00005972625],"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":[0.000007829853,0.00004637282,0.001275795,0.00003888761,0.0003385023,0.000003426313,0.0005307891,0.0004760873,0.00002768812,0.9933987,0.0007179628,0.003137942],"study_design_scores_gemma":[0.000282102,0.0001571888,0.003914652,0.0001138376,0.00006159719,0.00004901367,0.0005784739,0.001062125,0.00005725801,0.9926549,0.0008014102,0.0002674542],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08061311,0.01215241,0.8969899,0.002385863,0.003186596,0.0004197155,0.00001567022,0.0003213541,0.003915396],"genre_scores_gemma":[0.9918485,0.005651807,0.0003416228,0.00001573982,0.0003339305,0.00001010004,0.0000053318,0.00001883055,0.001774192],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9112353,"threshold_uncertainty_score":0.9993002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01651509512732405,"score_gpt":0.2592035191539132,"score_spread":0.2426884240265891,"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."}}