{"id":"W4415914284","doi":"10.28924/2291-8639-23-2025-276","title":"New Modified Univariate Lindley Distribution: Statistical Properties, Estimation, and Applications","year":2025,"lang":"","type":"article","venue":"International Journal of Analysis and Applications","topic":"Statistical Distribution Estimation and Applications","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Univariate; Quantile; Monte Carlo method; Residual; Hazard; Estimation; Data transformation; Model selection; Monotonic function","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006852903,0.0004135102,0.0008379906,0.0007340772,0.0005424413,0.0006910515,0.0007589206,0.0002429289,0.0003482222],"category_scores_gemma":[0.000597703,0.0003930519,0.0002896413,0.00201517,0.0004470122,0.0003519923,0.0002660044,0.0004943343,0.00002471744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00028397,"about_ca_system_score_gemma":0.0007600932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001060133,"about_ca_topic_score_gemma":0.00002728279,"domain_scores_codex":[0.9959807,0.0001487488,0.002179199,0.0005893504,0.0007862712,0.0003156807],"domain_scores_gemma":[0.9945242,0.0009694617,0.00125442,0.0005063658,0.002218689,0.0005269092],"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":[0.00006824367,0.0004552007,0.0002748819,0.0000821978,0.002776145,0.000001920929,0.00007822263,0.001176184,0.00007194524,0.8584422,0.003039354,0.1335335],"study_design_scores_gemma":[0.003416956,0.0001257237,0.02156412,0.0003863261,0.01420332,0.00009182647,0.0005948248,0.2309245,0.0004218392,0.584815,0.1425309,0.0009247178],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0003947198,0.001165703,0.9872906,0.006779961,0.0001216324,0.0008519216,0.002206489,0.00003970846,0.001149286],"genre_scores_gemma":[0.9355974,0.00195623,0.05787849,0.0003642666,0.0005596431,0.0003015953,0.001314813,0.00002924188,0.001998305],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9352027,"threshold_uncertainty_score":0.9998521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02462681011572729,"score_gpt":0.3421951797998516,"score_spread":0.3175683696841243,"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."}}