{"id":"W2033381745","doi":"10.1006/jmva.2001.2053","title":"Continuity of Halfspace Depth Contours and Maximum Depth Estimators: Diagnostics of Depth-Related Methods","year":2002,"lang":"en","type":"article","venue":"Journal of Multivariate Analysis","topic":"Advanced Statistical Methods and Models","field":"Mathematics","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Mathematics; Pointwise; Estimator; Robustness (evolution); Robust statistics; Calculus (dental); Statistics; Mathematical analysis; Applied mathematics","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":[0.009657836,0.0007227217,0.0008294734,0.003023714,0.0006703179,0.002668422,0.002561557,0.00258163,0.002269199],"category_scores_gemma":[0.1009046,0.0009430903,0.0008459005,0.001472553,0.003867373,0.008013722,0.004081942,0.002327211,0.0001968484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009833084,"about_ca_system_score_gemma":0.001226148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001180218,"about_ca_topic_score_gemma":0.0004835694,"domain_scores_codex":[0.998086,0.0007838815,0.0001136077,0.0004030342,0.0004391896,0.0001743096],"domain_scores_gemma":[0.9287463,0.05592082,0.00699858,0.003889287,0.002941087,0.001503979],"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":[0.001367367,0.0002560106,0.06519115,0.0006069895,0.0002137874,0.0003396823,0.001265415,0.1473102,0.01407124,0.5805697,0.001344625,0.1874638],"study_design_scores_gemma":[0.0001022169,0.0003291947,0.0255729,0.000176788,0.00007291287,0.0005045436,0.0002866782,0.6994305,0.008934665,0.2628454,0.001639793,0.0001044721],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1508945,0.001005068,0.8455452,0.0004475719,0.00003299482,0.00007574374,0.0001312294,0.0001537499,0.001713973],"genre_scores_gemma":[0.8542617,0.0007033014,0.1432769,0.0001327651,0.00008649712,0.0001120866,0.0002170209,0.0001191422,0.001090601],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.009657836,"threshold_uncertainty_score":0.05107611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0874891357757846,"score_gpt":0.4312343620490774,"score_spread":0.3437452262732928,"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."}}