{"id":"W2963808043","doi":"10.1016/j.spa.2010.03.008","title":"Asymptotic results for the two-parameter Poisson–Dirichlet distribution","year":2010,"lang":"en","type":"article","venue":"Stochastic Processes and their Applications","topic":"Bayesian Methods and Mixture Models","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China; National Science Foundation","keywords":"Mathematics; Dirichlet distribution; Poisson distribution; Distribution (mathematics); Gamma distribution; Infinity; Applied mathematics; Mathematical analysis; Rate function; Sequence (biology); Large deviations theory; Combinatorics; Statistics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.02330225,0.002711707,0.004136652,0.006942418,0.001844959,0.005512567,0.00765821,0.004705674,0.01434427],"category_scores_gemma":[0.1249179,0.002343945,0.004023336,0.00545027,0.008408229,0.01248146,0.007224438,0.01088662,0.003142468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004915369,"about_ca_system_score_gemma":0.003252827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006396773,"about_ca_topic_score_gemma":0.005265423,"domain_scores_codex":[0.9931358,0.003637868,0.0003139589,0.0008193494,0.001613447,0.0004795273],"domain_scores_gemma":[0.912097,0.07199793,0.003095404,0.004089452,0.006640818,0.002079317],"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":[0.00006445289,0.00007390237,0.0006997826,0.0001925665,0.00008445953,0.00009419456,0.0002709115,0.03467176,0.0005197318,0.9476791,0.003335386,0.01231375],"study_design_scores_gemma":[0.00002739629,0.00001545331,0.000495689,0.00009843247,0.00005468538,0.0001267544,0.00007711492,0.3026673,0.0002782155,0.6936193,0.002470024,0.00006975634],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.006886857,0.002517962,0.9816378,0.001734748,0.0001992868,0.00004921136,0.0001812804,0.0002304424,0.006562538],"genre_scores_gemma":[0.4369661,0.01805731,0.489023,0.002901731,0.004559926,0.001809236,0.002711281,0.001807281,0.04216405],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02330225,"threshold_uncertainty_score":0.1232356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01325065273091943,"score_gpt":0.2741380628267314,"score_spread":0.260887410095812,"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."}}