{"id":"W4243626185","doi":"10.1002/9781118445112.stat04411","title":"Compound Distributions","year":2014,"lang":"en","type":"other","venue":"Wiley StatsRef: Statistics Reference Online","topic":"Probability and Risk Models","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Evolutionary biology; Biology","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":[0.004554922,0.0008240659,0.001193617,0.002191989,0.000672722,0.003167862,0.001275016,0.001100095,0.02951073],"category_scores_gemma":[0.01830264,0.0003542842,0.0009403035,0.00251893,0.002190339,0.005734984,0.001544369,0.002114361,0.004220178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001310882,"about_ca_system_score_gemma":0.001105537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001006318,"about_ca_topic_score_gemma":0.0004991871,"domain_scores_codex":[0.9971831,0.0008821707,0.0001317899,0.000609741,0.000992505,0.0002007541],"domain_scores_gemma":[0.9883662,0.006351781,0.00122603,0.001739464,0.001968781,0.0003476985],"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":[0.00006630252,0.00002248888,0.000782568,0.00009843236,0.00003859666,0.00009838882,0.0000462094,0.03221789,0.0004569368,0.9134632,0.008426665,0.0442822],"study_design_scores_gemma":[0.00001834865,0.00007825258,0.0006716987,0.0001092456,0.00003116047,0.0003513224,0.00003256141,0.1734272,0.0008941081,0.8004599,0.02389622,0.00003000276],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01654092,0.003239246,0.9304116,0.001018243,0.0004498136,0.0001189418,0.001234615,0.0003759871,0.0466106],"genre_scores_gemma":[0.711439,0.00872395,0.2145027,0.00106612,0.001957483,0.0004635412,0.002699281,0.0006690667,0.05847876],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02951073,"threshold_uncertainty_score":0.09872323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1585813199171066,"score_gpt":0.4140375260697857,"score_spread":0.2554562061526792,"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."}}