{"id":"W7118075473","doi":"10.1007/s10114-025-3587-6","title":"Some Results on Probabilities of Moderate Deviations","year":2025,"lang":"en","type":"article","venue":"Acta Mathematica Sinica English Series","topic":"Probability and Risk Models","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Large deviations theory; Sequence (biology); Random variable; Scale (ratio); Function (biology); Variance (accounting); Distribution (mathematics); Scale parameter","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":[0.01347198,0.002524996,0.003673844,0.006314819,0.002775565,0.007813305,0.004109603,0.003482681,0.01358723],"category_scores_gemma":[0.06284561,0.001488414,0.004511675,0.007845909,0.008101616,0.01350153,0.006877899,0.01090537,0.001195496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004283284,"about_ca_system_score_gemma":0.002152335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001911835,"about_ca_topic_score_gemma":0.001243627,"domain_scores_codex":[0.993863,0.002667586,0.0004043375,0.0008596988,0.001619736,0.0005856886],"domain_scores_gemma":[0.9241693,0.06488699,0.002569295,0.002340084,0.002988525,0.003045763],"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":[0.00003513556,0.00001580265,0.0002059688,0.00009123812,0.00002851814,0.00005745334,0.0001121421,0.003178317,0.000120059,0.9925724,0.001101734,0.002481099],"study_design_scores_gemma":[0.0000118819,0.00001164039,0.0001999033,0.00003682401,0.00002695559,0.00005174495,0.00002698778,0.01258451,0.00009420504,0.9857609,0.001178094,0.00001650216],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06944117,0.01372301,0.7746019,0.0109416,0.001046905,0.0001174668,0.001039115,0.0004156044,0.1286733],"genre_scores_gemma":[0.836071,0.01796078,0.09401139,0.003832938,0.005569736,0.000777455,0.001015922,0.0005916902,0.04016904],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01358723,"threshold_uncertainty_score":0.07124746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08379296925114134,"score_gpt":0.3551674717128993,"score_spread":0.2713745024617579,"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."}}