{"id":"W3192092508","doi":"10.1002/9780470012505.tac046","title":"Compound Distributions","year":2004,"lang":"en","type":"other","venue":"Encyclopedia of Actuarial Science","topic":"Probability and Risk Models","field":"Decision Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Chemistry","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":[0.00353834,0.0006781766,0.001049584,0.002050328,0.0006724698,0.003051325,0.0009889209,0.0008819107,0.02868936],"category_scores_gemma":[0.01479159,0.0002684104,0.0007571323,0.002399109,0.001681972,0.005025092,0.001310568,0.001387295,0.003260393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001150327,"about_ca_system_score_gemma":0.0009655406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008524156,"about_ca_topic_score_gemma":0.0004474318,"domain_scores_codex":[0.9977744,0.0006661824,0.0001011288,0.0004229823,0.0008784832,0.0001567179],"domain_scores_gemma":[0.9903808,0.005019871,0.000985732,0.001331081,0.001968106,0.0003144033],"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":[0.00008997051,0.0000272939,0.0009244665,0.00008997849,0.00003583158,0.000111219,0.00004478836,0.04067516,0.0007671328,0.8978437,0.006894695,0.05249589],"study_design_scores_gemma":[0.00002081643,0.00009920456,0.0007706945,0.00008569627,0.0000291217,0.0003640107,0.00004193981,0.2196052,0.001550952,0.7535551,0.02384973,0.00002752718],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.03077259,0.002285043,0.895228,0.0008069077,0.000349836,0.0001559878,0.001125429,0.0003978671,0.06887823],"genre_scores_gemma":[0.7715608,0.004744299,0.1718754,0.0005134976,0.0009658817,0.0003507402,0.001675111,0.0004304938,0.04788383],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02868936,"threshold_uncertainty_score":0.09597546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04842400134331155,"score_gpt":0.3574527175609437,"score_spread":0.3090287162176321,"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."}}