{"id":"W4206052595","doi":"10.24251/hicss.2022.587","title":"The Role of Heuristics in Information Security Decision Making","year":2022,"lang":"en","type":"article","venue":"Proceedings of the ... Annual Hawaii International Conference on System Sciences/Proceedings of the Annual Hawaii International Conference on System Sciences","topic":"Information and Cyber Security","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Heuristics; Computer science; Information security; Computer security","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":["metaepi_narrow","sts","scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.006383535,0.0004998621,0.0006208066,0.0009653831,0.001787759,0.001174376,0.01449832,0.0001525338,0.00004063759],"category_scores_gemma":[0.000232582,0.0003176151,0.00037102,0.00247667,0.001371633,0.004520938,0.003214188,0.0007572571,0.00001799089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000652877,"about_ca_system_score_gemma":0.000691072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002447354,"about_ca_topic_score_gemma":0.00002247709,"domain_scores_codex":[0.9902458,0.00008991003,0.002218145,0.0008092501,0.005965146,0.0006718088],"domain_scores_gemma":[0.9900013,0.0003641945,0.003704309,0.0003776401,0.005429848,0.0001227284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001556401,0.0001118368,0.003619483,0.00009715334,0.0000356777,3.186817e-7,0.006624807,0.0003227468,0.00011234,0.9861559,0.0006794519,0.00208459],"study_design_scores_gemma":[0.0007532064,0.0006704558,0.003694817,0.002333401,0.00001927842,0.0001295472,0.9381218,0.02095166,0.0009979405,0.02900877,0.002772498,0.0005466386],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05494884,0.00003635422,0.0001760114,0.003437081,0.003590733,0.0009084035,0.0004498499,0.00009806939,0.9363546],"genre_scores_gemma":[0.9989028,0.00002429894,0.0005370701,0.0001426549,0.0001010242,0.0001169615,0.000002645378,0.00001175149,0.000160818],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9571472,"threshold_uncertainty_score":0.9999276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01901444260827787,"score_gpt":0.2734164775301927,"score_spread":0.2544020349219148,"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."}}