{"id":"W3124830189","doi":"10.2139/ssrn.2560015","title":"Networks, Shocks, and Systemic Risk","year":2015,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Banking stability, regulation, efficiency","field":"Economics, Econometrics and Finance","cited_by":49,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Systemic risk; Systemic inflammation; Business; Medicine; Economics; Internal medicine; Financial crisis; Inflammation","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":[0.00468737,0.0001330377,0.0002721703,0.0001451712,0.0001878224,0.0001021468,0.0002091,0.00009645936,0.00001765488],"category_scores_gemma":[0.0002336274,0.0001404704,0.00006928238,0.000221526,0.00005995505,0.0002162622,0.00004039673,0.0009243934,0.0000550402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001051723,"about_ca_system_score_gemma":0.0003670352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001798749,"about_ca_topic_score_gemma":0.0002338771,"domain_scores_codex":[0.9978126,0.00005287209,0.0005269037,0.0002812553,0.00005846039,0.001267933],"domain_scores_gemma":[0.9991192,0.00004226868,0.0004349688,0.0002264706,0.0000612199,0.0001158761],"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":[0.00001473413,0.00003439745,0.446226,0.000004807298,0.00005423152,6.038023e-7,0.0002438801,0.003184538,5.730914e-7,0.5450407,0.0001026113,0.005092937],"study_design_scores_gemma":[0.0009262671,0.000224215,0.03825235,0.0000157954,0.00001659544,0.0005973092,0.0005124164,0.02101042,8.259719e-7,0.9358997,0.00226967,0.0002743996],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8321449,0.07422473,0.09125721,0.0002064081,0.0005092658,0.000130969,0.000007252671,0.00003728015,0.001482003],"genre_scores_gemma":[0.9929627,0.006110787,0.0001012756,0.00002090595,0.0003171931,0.000003157865,0.000002142525,0.00002210576,0.0004597417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4079737,"threshold_uncertainty_score":0.5728217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01303856275439273,"score_gpt":0.2085623530132309,"score_spread":0.1955237902588382,"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."}}