{"id":"W1520761104","doi":"10.2139/ssrn.2285816","title":"Network Security and Contagion","year":2013,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Information and Cyber Security","field":"Computer Science","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Business; Emotional contagion; Psychology; Social psychology","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":[0.0008453836,0.000268945,0.0003121896,0.001215158,0.0007579564,0.002729256,0.0003077539,0.001759469,0.006956397],"category_scores_gemma":[0.005607188,0.0001549636,0.0002372658,0.001149747,0.00314698,0.004399451,0.001550112,0.00152291,0.0003416067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008902589,"about_ca_system_score_gemma":0.0003754685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002336761,"about_ca_topic_score_gemma":0.002785503,"domain_scores_codex":[0.9995825,0.0001760872,0.00001764728,0.0000671443,0.00008597,0.00007080438],"domain_scores_gemma":[0.9944007,0.00380702,0.000799553,0.0004464255,0.0003055418,0.0002407277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007345173,0.0000401021,0.01119346,0.00009768298,0.00007338948,0.000581558,0.00141778,0.006229506,0.0006875233,0.9572351,0.002653155,0.01971744],"study_design_scores_gemma":[0.00001416324,0.00004403598,0.008770422,0.00009502243,0.00006002982,0.0003785332,0.001211378,0.01310841,0.0002797263,0.9616712,0.01434647,0.00002065173],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6204972,0.017661,0.04409558,0.02197225,0.0004943754,0.00005766562,0.0002185742,0.00007314911,0.2949302],"genre_scores_gemma":[0.9932261,0.002015653,0.0003953356,0.0001667107,0.000160943,0.000009458931,0.00001761695,0.000004328595,0.004003932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006956397,"threshold_uncertainty_score":0.0232715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003929648156630342,"score_gpt":0.1952922848837079,"score_spread":0.1913626367270775,"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."}}