{"meta":{"query_hash":"177feb55190e","filters":{"venue":"Financial engineering and risk management"},"cohort_total":1,"direct_labels_cover":0,"predictions_cover":1,"exported":1,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/177feb55190e","api":"https://metacan.xera.ac/api/v1/cohort?venue=Financial+engineering+and+risk+management"},"results":[{"id":"W4238205253","doi":"10.1142/6732","title":"Enterprise Risk Management","year":2007,"lang":"en","type":"book","venue":"Financial engineering and risk management","topic":"Risk Management in Financial Firms","field":"Business, Management and Accounting","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Business","score_opus":0.0043135556267108206,"score_gpt":0.17452184390225095,"score_spread":0.17020828827554013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238205253","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014434255,0.0037913383,0.02120816,0.00005225619,0.0052914224,0.002929603,0.00011090747,0.001458927,0.96371394],"genre_scores_gemma":[0.0027476454,0.063739374,0.011907137,0.001181635,0.010744548,0.0005178777,0.000704342,0.0009191441,0.9075383],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945803,0.00001664438,0.0012111929,0.0016617589,0.0011195975,0.0014104876],"domain_scores_gemma":[0.9973305,0.00007561815,0.0010943916,0.0012793697,0.00012752153,0.00009263992],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0014384195,0.0014751513,0.0011042653,0.002338084,0.00060348667,0.0006427551,0.0010776359,0.00060904864,0.00014022169],"category_scores_gemma":[0.00010204698,0.0015530913,0.00048909517,0.0007693803,0.00014160865,0.0006807943,0.0019978357,0.0013834487,0.0014735709],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014649854,0.00017188548,0.0012669306,0.004477545,0.0008843434,0.0010074468,0.000055748198,0.0035314537,2.2454144e-7,0.4746351,0.22219741,0.2916254],"study_design_scores_gemma":[0.0012088764,0.00003637247,0.0071764775,0.0009378966,0.001909636,0.0000031182128,0.000024498924,0.0027266922,7.747351e-7,0.019057274,0.96524924,0.0016691711],"about_ca_topic_score_codex":0.00034644033,"about_ca_topic_score_gemma":0.000082342835,"teacher_disagreement_score":0.7430518,"about_ca_system_score_codex":0.0003798516,"about_ca_system_score_gemma":0.00002763573,"threshold_uncertainty_score":0.9997998},"labels":[],"label_agreement":null}]}