{"id":"W4396800896","doi":"10.1007/s00362-024-01561-1","title":"Variation comparison between infinitely divisible distributions and the normal distribution","year":2024,"lang":"en","type":"article","venue":"Statistical Papers","topic":"Bayesian Methods and Mixture Models","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Variation (astronomy); Distribution (mathematics); Mathematics; Infinite divisibility; Statistics; Statistical physics; Mathematical analysis; Physics; Astrophysics","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":[0.01909556,0.0006413944,0.001201574,0.003624586,0.0009030629,0.002886984,0.003569425,0.001562334,0.003301669],"category_scores_gemma":[0.08148853,0.0006259871,0.001481112,0.002609759,0.004197252,0.006720433,0.002875121,0.002879241,0.000292145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002694681,"about_ca_system_score_gemma":0.001035136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002324225,"about_ca_topic_score_gemma":0.001468604,"domain_scores_codex":[0.9915226,0.004736823,0.000286262,0.001638983,0.001438942,0.0003764247],"domain_scores_gemma":[0.909514,0.07744122,0.002825699,0.00450236,0.004070132,0.001646529],"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":[0.000405482,0.00007130135,0.004896317,0.0001891265,0.0002096417,0.0001668843,0.0005599791,0.09220726,0.001354013,0.8443459,0.00152206,0.05407206],"study_design_scores_gemma":[0.00002283736,0.0001109583,0.003899069,0.00005827866,0.00006027698,0.0002213337,0.0001188753,0.3678983,0.0006349216,0.6244963,0.002417082,0.00006183625],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08282036,0.001569958,0.9098577,0.0006490292,0.0001352582,0.00002530591,0.00009305907,0.000137719,0.004711635],"genre_scores_gemma":[0.8437195,0.001090031,0.1468528,0.0003197574,0.0003960711,0.0000860096,0.0005477789,0.0003046691,0.006683386],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01909556,"threshold_uncertainty_score":0.1009881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0163154519396154,"score_gpt":0.2954911137822921,"score_spread":0.2791756618426767,"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."}}