{"id":"W2168310529","doi":"10.1002/9780470012505.tad027","title":"Discrete Parametric Distributions","year":2004,"lang":"en","type":"other","venue":"Encyclopedia of Actuarial Science","topic":"Probability and Risk Models","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Payment; Parametric statistics; Actuarial science; Econometrics; Parametric model; Mathematics; Statistics; Business; Finance","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":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003703769,0.0003300603,0.0006933748,0.001291855,0.0002849491,0.0002235298,0.00371934,0.0003403195,0.003358688],"category_scores_gemma":[0.0135164,0.0002221775,0.0002666001,0.005618108,0.002976708,0.0004743,0.0005968224,0.0003564523,0.0006840228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001917089,"about_ca_system_score_gemma":0.002149668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001243504,"about_ca_topic_score_gemma":0.0002550586,"domain_scores_codex":[0.9934838,0.0001229715,0.0009219712,0.001217772,0.003620474,0.0006329513],"domain_scores_gemma":[0.9960991,0.0007493151,0.0008601538,0.001642256,0.0002880163,0.0003611746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008752532,0.0007177132,0.0017193,0.00006406974,0.000064742,0.00002404644,0.001336703,0.0008789066,0.0001506811,0.2318129,0.6689563,0.09418705],"study_design_scores_gemma":[0.0003397325,0.0001040829,0.001377188,0.00008385882,0.00003270845,0.000003597014,0.0000471949,0.00009070591,0.0001075759,0.1469306,0.8504763,0.000406516],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005979341,0.0003336266,0.02918589,0.0003530266,0.003170473,0.0005584916,0.0004660423,0.0001160143,0.9652185],"genre_scores_gemma":[0.2283657,0.001744133,0.01824734,0.00007514365,0.001908203,0.00005547166,0.00004926873,0.0002271644,0.7493275],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2277678,"threshold_uncertainty_score":0.9997366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04256806867926979,"score_gpt":0.3616912581931164,"score_spread":0.3191231895138466,"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."}}