{"id":"W2094849722","doi":"10.1007/s11009-013-9377-0","title":"Comparisons of Largest Order Statistics from Multiple-outlier Gamma Models","year":2013,"lang":"en","type":"article","venue":"Methodology And Computing In Applied Probability","topic":"Statistical Distribution Estimation and Applications","field":"Mathematics","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Mathematics; Majorization; Order statistic; Stochastic ordering; Order (exchange); Outlier; Statistics; Star (game theory); Scale (ratio); Scale parameter; Applied mathematics; Combinatorics; Mathematical analysis; Geography","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":[0.00111667,0.0001529358,0.0004644599,0.00004106586,0.00009441521,0.00001565685,0.0001372797,0.0001437242,0.0002089126],"category_scores_gemma":[0.001946406,0.0001447552,0.00002402374,0.0002018781,0.0003232908,0.00002801968,0.0001088632,0.0002516009,0.00001464871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000280519,"about_ca_system_score_gemma":0.00003426048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002748047,"about_ca_topic_score_gemma":0.00006533587,"domain_scores_codex":[0.998178,0.0004636338,0.0006582148,0.0003549069,0.0001164163,0.0002288156],"domain_scores_gemma":[0.9894659,0.009790719,0.0002075836,0.0003018722,0.0001564835,0.00007744358],"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":[0.00002376457,0.0002968416,0.01034525,0.00008186321,0.00001899339,1.758732e-7,0.0003435676,0.001157577,0.0003114764,0.9779873,0.0004701152,0.00896309],"study_design_scores_gemma":[0.0004094827,0.000009704625,0.07047459,0.000008774815,0.00001649915,6.181273e-7,0.00007828855,0.2431297,0.0001729494,0.6855751,0.0000254605,0.00009881134],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1870372,0.0000123936,0.8112562,0.000125821,0.00002867515,0.0005675569,0.0001889476,0.00004977249,0.000733344],"genre_scores_gemma":[0.4889342,9.001079e-7,0.5109138,0.00003906994,0.000007155241,0.00004788342,0.00004733623,0.000005396052,0.000004292859],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.3018969,"threshold_uncertainty_score":0.5902947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2494905941679878,"score_gpt":0.3858084401339079,"score_spread":0.13631784596592,"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."}}