{"id":"W4405801586","doi":"10.1134/s1995080224604910","title":"Confidence Intervals for the Parameter in the Kpenadidum Distribution: Comparative Evaluation and Real-World Application","year":2024,"lang":"en","type":"article","venue":"Lobachevskii Journal of Mathematics","topic":"Statistical Distribution Estimation and Applications","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Mathematics; Confidence interval; Statistics; CDF-based nonparametric confidence interval; Confidence distribution; Distribution (mathematics); Mathematical analysis","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":[],"consensus_categories":[],"category_scores_codex":[0.003226823,0.000136724,0.0002617869,0.00006137619,0.0001353824,0.0001994462,0.0002977842,0.00004680016,0.00004754326],"category_scores_gemma":[0.001501347,0.00007613363,0.0001004167,0.0003859183,0.000160224,0.0001497859,0.00002331621,0.0002262394,0.0000106902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001257425,"about_ca_system_score_gemma":0.00008533536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009651684,"about_ca_topic_score_gemma":0.0000644817,"domain_scores_codex":[0.9983147,0.0001423804,0.0008067187,0.0001313091,0.0004594894,0.000145375],"domain_scores_gemma":[0.9904481,0.008497234,0.0003554754,0.0002500749,0.0004010379,0.00004807344],"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":[0.000008245381,0.0001147671,0.00001683589,0.000165233,0.00004660474,9.121952e-7,0.00188631,0.00003044597,0.00002648019,0.9863129,0.008213348,0.003177966],"study_design_scores_gemma":[0.0003108503,0.00004866748,0.001313645,0.0002349047,0.000294491,0.00008040709,0.001831911,0.2152564,0.0001016458,0.7772293,0.003206655,0.00009116387],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.006384265,0.000426225,0.9866225,0.004481437,0.00008526324,0.001200072,0.0001417517,0.00001750409,0.0006410206],"genre_scores_gemma":[0.9845015,0.00007072069,0.01486415,0.00009363431,0.00008981882,0.0002764226,0.00003924586,0.000009502814,0.00005495177],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9781173,"threshold_uncertainty_score":0.3104639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2013442748431072,"score_gpt":0.4690495418994199,"score_spread":0.2677052670563127,"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."}}