{"id":"W4405754171","doi":"10.1109/tcss.2024.3508803","title":"Exploring Risk Sharing in Stochastic Exchange Networks","year":2024,"lang":"en","type":"article","venue":"IEEE Transactions on Computational Social Systems","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Center for Interuniversity Research and Analysis on Organizations","funders":"","keywords":"Computer science; Risk analysis (engineering); Business","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":[0.002907376,0.0006536753,0.000856668,0.0007292858,0.0009760746,0.002207824,0.001217922,0.00178709,0.003115707],"category_scores_gemma":[0.01194994,0.0005556928,0.0007789535,0.0006466534,0.002239486,0.004158042,0.002295425,0.001327894,0.0002159084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001855889,"about_ca_system_score_gemma":0.001083571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003413149,"about_ca_topic_score_gemma":0.001895048,"domain_scores_codex":[0.9983947,0.0009997289,0.00004313072,0.0002086194,0.0001620978,0.0001917362],"domain_scores_gemma":[0.9944965,0.00392341,0.0008993201,0.0002444536,0.000189688,0.0002466146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005923572,0.0000405086,0.001083465,0.00003229747,0.00004366736,0.0001647243,0.0002551335,0.66361,0.0006661789,0.3307104,0.0002424713,0.00309195],"study_design_scores_gemma":[0.00001135532,0.00002257084,0.0001782988,0.000008456054,0.000007620664,0.00002557731,0.0001029308,0.8576488,0.0001014425,0.1414699,0.0004114998,0.00001160741],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3652138,0.000477285,0.6173041,0.001833691,0.00005311779,0.00007021203,0.00009467571,0.00007831456,0.01487478],"genre_scores_gemma":[0.9857479,0.0002171815,0.01143422,0.00007030445,0.00002052721,0.00005650861,0.00002544146,0.00001601286,0.002411946],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003413149,"threshold_uncertainty_score":0.01537585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08727005504091032,"score_gpt":0.2573814333336119,"score_spread":0.1701113782927016,"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."}}