{"id":"W4401534555","doi":"10.2139/ssrn.4912685","title":"Key Lessons Learned for Technology Managers from CrowdStrike Global IT Outage","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Key (lock); Process management; Business; Knowledge management; Engineering management; Computer science; Engineering; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00496391,0.0005718574,0.0004428744,0.001206868,0.004750873,0.01092593,0.001923733,0.004049419,0.01585082],"category_scores_gemma":[0.02523669,0.0002859683,0.0003706142,0.001923932,0.004580249,0.01421584,0.005171181,0.007755284,0.002268988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005470885,"about_ca_system_score_gemma":0.008655705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03169372,"about_ca_topic_score_gemma":0.05203877,"domain_scores_codex":[0.9976346,0.0006928431,0.00007697587,0.0003327196,0.0005590261,0.0007037208],"domain_scores_gemma":[0.9894624,0.004742713,0.0008673499,0.0006851566,0.002257939,0.00198446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004406815,0.0004853909,0.06962162,0.001217686,0.0001121629,0.008188171,0.2360388,0.004621433,0.001807082,0.1284906,0.293193,0.2557835],"study_design_scores_gemma":[0.00005798099,0.000197075,0.03794938,0.001696925,0.00006851593,0.0007605088,0.5678525,0.002765378,0.001404613,0.1524598,0.2346335,0.0001538424],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2953873,0.003530692,0.009612341,0.5625632,0.002872541,0.0001597113,0.00124076,0.0002829653,0.1243505],"genre_scores_gemma":[0.9563935,0.00261877,0.001862397,0.0176744,0.0007198353,0.00006460366,0.0002793473,0.0001381318,0.02024909],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03169372,"threshold_uncertainty_score":0.0630185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06702744624764646,"score_gpt":0.3379323461148475,"score_spread":0.270904899867201,"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."}}