{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007833589,0.00008188974,0.00008729658,0.000037233,0.0002255037,0.0002675779,0.000323752,0.00004343479,0.00002235844],"category_scores_gemma":[0.000010434,0.0000685814,0.00003320856,0.000123712,0.00002117121,0.001149683,0.00008230083,0.0008407417,0.0001040978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001406988,"about_ca_system_score_gemma":0.0003560122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005807121,"about_ca_topic_score_gemma":0.0001158843,"domain_scores_codex":[0.998327,0.00004974097,0.0001747455,0.00009843644,0.0001550272,0.001195107],"domain_scores_gemma":[0.9995853,0.00001845475,0.00009072018,0.0001375575,0.00008095109,0.00008696657],"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":[0.000001526178,0.000008134743,0.0004889072,0.000001264358,0.00001207741,4.856589e-7,0.0005874145,0.000004265628,0.000004931043,0.9733486,0.001117165,0.0244253],"study_design_scores_gemma":[0.0003323196,0.00009838871,0.001571757,0.000005303006,0.000002644945,0.0005253567,0.0003050384,0.007028404,0.00001219812,0.9850735,0.004928811,0.0001162442],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4099849,0.004472883,0.553878,0.01065804,0.0009210552,0.0003763648,3.883857e-7,0.0002205274,0.01948774],"genre_scores_gemma":[0.9974769,0.0006927112,0.0004707737,0.001017398,0.0001570459,0.000003432868,4.779336e-7,0.000003186787,0.0001780983],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5874919,"threshold_uncertainty_score":0.3652651,"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."}}