{"id":"W4384929775","doi":"10.1111/isj.12460","title":"‘What a waste of time’: An examination of cybersecurity legitimacy","year":2023,"lang":"en","type":"article","venue":"Information Systems Journal","topic":"Information and Cyber Security","field":"Computer Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Legitimacy; Compliance (psychology); Public relations; Business; Computer security; Perception; Political science; Computer science; Psychology; Law; Social psychology; Politics","routes":{"ca_aff":true,"ca_fund":true,"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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002195929,0.0001008782,0.0002082635,0.0006361571,0.0001235817,0.0005548562,0.0005533027,0.00007325392,0.00001808559],"category_scores_gemma":[0.00005692,0.0000916372,0.00007870475,0.0007428102,0.00003400002,0.02191437,0.00008489087,0.0001485222,0.000238845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004906223,"about_ca_system_score_gemma":0.0001161692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001449151,"about_ca_topic_score_gemma":7.63609e-7,"domain_scores_codex":[0.9977821,0.0001567622,0.001080953,0.00005945635,0.0007413339,0.0001793719],"domain_scores_gemma":[0.9976516,0.00004869866,0.001058728,0.0003014063,0.0008338936,0.000105681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005446572,0.0002027516,0.0002718818,0.00110722,0.000166053,0.00001358275,0.3572925,0.02798556,0.001316064,0.3098672,0.01266089,0.2890618],"study_design_scores_gemma":[0.001535054,0.0002759104,0.005096951,0.000439757,0.00001191182,0.0004961024,0.01921032,0.9525377,0.003676847,0.000673979,0.0157046,0.0003408254],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.777292,0.00009679769,0.1907379,0.0003036501,0.004415633,0.0006737124,0.00003094649,0.0003384215,0.0261109],"genre_scores_gemma":[0.9993179,0.00005821087,0.0003821527,0.00005496697,0.00006727477,0.00000589918,0.00002730522,0.000003082921,0.00008316011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9245522,"threshold_uncertainty_score":0.9917656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01589758069517449,"score_gpt":0.2513729330235003,"score_spread":0.2354753523283258,"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."}}