{"id":"W4243805599","doi":"10.1002/9780470012505.tag005","title":"Generalized Discrete Distributions","year":2004,"lang":"en","type":"other","venue":"Encyclopedia of Actuarial Science","topic":"Statistical Distribution Estimation and Applications","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Mathematics; Statistics; Statistical physics; Applied mathematics; Econometrics; Calculus (dental); Computer science; Physics; Medicine","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":[0.003493368,0.0008745323,0.001019595,0.002866525,0.0007800808,0.002785602,0.002005145,0.001454194,0.009872488],"category_scores_gemma":[0.01359926,0.0003387722,0.001391962,0.002885181,0.002906912,0.003702727,0.001593211,0.002472289,0.001304894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001651807,"about_ca_system_score_gemma":0.0007693582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001771857,"about_ca_topic_score_gemma":0.001347384,"domain_scores_codex":[0.9970117,0.001218633,0.0001486254,0.0005813423,0.0008037653,0.0002359502],"domain_scores_gemma":[0.9921978,0.004195563,0.0007341055,0.001500317,0.001049683,0.0003224078],"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":[0.00001533853,0.00001542314,0.0004002792,0.00004061852,0.00001209962,0.0001027465,0.00008153707,0.0100157,0.0004744655,0.9738657,0.001719321,0.01325673],"study_design_scores_gemma":[0.00001794773,0.00002672864,0.0006432835,0.0000424576,0.00001286379,0.0002952419,0.00005556453,0.1453327,0.0005114736,0.8408154,0.01221702,0.00002914419],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.04258194,0.001070857,0.9283454,0.0009972226,0.0003602389,0.0001295716,0.0006163558,0.0005882921,0.02531016],"genre_scores_gemma":[0.7239613,0.002902183,0.2299804,0.001087517,0.001233121,0.0007614142,0.001662123,0.0003582385,0.0380537],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.009872488,"threshold_uncertainty_score":0.03302681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02858994721354213,"score_gpt":0.3498836743149069,"score_spread":0.3212937271013648,"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."}}