{"id":"W4298066383","doi":"10.1002/0471667196.ess5099","title":"Discrete Multivariate Distributions","year":2004,"lang":"en","type":"other","venue":"Encyclopedia of Statistical Sciences","topic":"Bayesian Methods and Mixture Models","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Multivariate statistics; Notation; Multivariate analysis; 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":[],"consensus_categories":[],"category_scores_codex":[0.0004203143,0.0002495858,0.0003952051,0.000152996,0.0001208002,0.0000768695,0.001287774,0.0001653564,0.0005978791],"category_scores_gemma":[0.0002709584,0.0001842791,0.00007223069,0.0005281006,0.000789766,0.0001383319,0.0002702862,0.0001926694,0.00006104813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003038049,"about_ca_system_score_gemma":0.0003562055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007082482,"about_ca_topic_score_gemma":0.00005845758,"domain_scores_codex":[0.9979557,0.000122153,0.0003274596,0.0006419424,0.0005337321,0.000418975],"domain_scores_gemma":[0.998857,0.0002855024,0.0002288917,0.0004039151,0.00002989043,0.0001947806],"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":[5.969313e-7,0.00003563377,0.00001161331,0.00002857556,0.00000998023,0.00001084337,0.00005158166,0.000001602131,0.0000040698,0.9189898,0.05016335,0.03069233],"study_design_scores_gemma":[0.0002866359,0.0001876971,0.0006565777,0.0002678258,0.00003633862,0.000007796692,0.000005766768,0.001509117,0.0000279114,0.6246168,0.3718291,0.000568433],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[1.849934e-7,0.0001971381,0.5556971,0.0001693835,0.0003533384,0.0001166095,0.0003232799,0.00008067673,0.4430623],"genre_scores_gemma":[0.000268619,0.0003130939,0.9356951,0.00003514746,0.0001421072,0.00001492995,0.00001958201,0.00004091749,0.06347052],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.379998,"threshold_uncertainty_score":0.7514684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01415432945779063,"score_gpt":0.3078528405316583,"score_spread":0.2936985110738677,"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."}}