{"id":"W4385321210","doi":"10.1080/02331888.2023.2240925","title":"Robust estimation based on one-shot device test data under log-normal lifetimes","year":2023,"lang":"en","type":"article","venue":"Statistics","topic":"Statistical Distribution Estimation and Applications","field":"Mathematics","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Estimator; Mathematics; Robustness (evolution); Statistics; Confidence interval; Wald test; M-estimator; Algorithm; Statistical hypothesis testing","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":[0.007730007,0.0009060481,0.001561184,0.001612596,0.0003764794,0.001782699,0.002754131,0.001805156,0.002157683],"category_scores_gemma":[0.06390306,0.0003593329,0.0008894386,0.001262481,0.001618693,0.003446972,0.001756151,0.001722719,0.000704409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006821592,"about_ca_system_score_gemma":0.000735665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007888794,"about_ca_topic_score_gemma":0.0006080912,"domain_scores_codex":[0.9956493,0.001761158,0.000260493,0.0008917739,0.001232643,0.0002046434],"domain_scores_gemma":[0.9662369,0.02452651,0.002548708,0.004385385,0.002034819,0.000267705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000501071,0.0001700525,0.01851859,0.0005697611,0.0004554863,0.0005834262,0.0004405625,0.3703721,0.01830446,0.3069105,0.002737621,0.2804364],"study_design_scores_gemma":[0.00003068611,0.0003057819,0.004375055,0.00007213112,0.00008439193,0.0006149866,0.00009152746,0.8785221,0.01274456,0.1004845,0.002555215,0.0001191148],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01487539,0.000324169,0.9835374,0.00005637141,0.00003305187,0.00003651328,0.0001204248,0.0003301405,0.0006866042],"genre_scores_gemma":[0.725922,0.0005876214,0.2691766,0.000198897,0.0001269852,0.0003061802,0.001367418,0.0001944742,0.002119913],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007730007,"threshold_uncertainty_score":0.04088068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3869889875882522,"score_gpt":0.4286152196414527,"score_spread":0.04162623205320048,"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."}}