{"id":"W4300658281","doi":"10.1002/9780470012505.tad026","title":"Discrete Multivariate Distributions","year":2004,"lang":"en","type":"other","venue":"Encyclopedia of Actuarial Science","topic":"Statistical Distribution Estimation and Applications","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Multivariate statistics; Multivariate analysis; Notation; Mathematics; Computer science; Statistics; Econometrics; Arithmetic","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002659541,0.000225585,0.000329519,0.000168031,0.0001745662,0.00003730906,0.0005881683,0.0001597369,0.003941955],"category_scores_gemma":[0.002848727,0.0001955733,0.0000873098,0.0007407681,0.001051572,0.00009100239,0.0001239746,0.0001771646,0.0001974661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001444522,"about_ca_system_score_gemma":0.0006148953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003274359,"about_ca_topic_score_gemma":0.00003508338,"domain_scores_codex":[0.9982175,0.00002519281,0.0004122549,0.0004137418,0.000599553,0.0003317244],"domain_scores_gemma":[0.9985093,0.0002479107,0.0004110485,0.0005063173,0.0001188402,0.0002065378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002916223,0.00009607885,0.000002684498,0.00003468516,0.000009684841,7.782068e-7,0.00005749564,0.000001237031,0.00008626378,0.9031658,0.0957297,0.0008127131],"study_design_scores_gemma":[0.0009044791,0.00005747997,0.001236975,0.0003294095,0.0001532656,0.000004016244,0.00004122052,0.0001877309,0.0003514645,0.3390501,0.6570466,0.0006372639],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001251057,0.00001023997,0.4128973,0.0001566174,0.000352893,0.0003599361,0.001716085,0.0001498622,0.5843446],"genre_scores_gemma":[0.09632733,0.0003233012,0.3422363,0.00008288341,0.001766624,0.0003893276,0.001265455,0.0005912531,0.5570175],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5641157,"threshold_uncertainty_score":0.9969686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02914621816462148,"score_gpt":0.3598747287014042,"score_spread":0.3307285105367828,"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."}}