{"id":"W7162140302","doi":"10.82308/49407","title":"Aggregation-Tree Copula Models in Extreme-Value Theory","year":2024,"lang":"en","type":"dissertation","venue":"","topic":"Bayesian Methods and Mixture Models","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Copula (linguistics); Multivariate statistics; Independence (probability theory); Conditional independence; Tree (set theory)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009668613,0.0003686883,0.000395654,0.0004698537,0.00005497585,0.0002970807,0.001047931,0.0004099845,0.00004941389],"category_scores_gemma":[0.00003917872,0.0003129431,0.0001783432,0.0006123054,0.00001707544,0.0005112817,0.00009919786,0.0005381873,0.0001009711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008416219,"about_ca_system_score_gemma":0.0002581555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001025337,"about_ca_topic_score_gemma":0.0006642473,"domain_scores_codex":[0.9976402,0.0002711501,0.0004760843,0.0008672171,0.0004032355,0.0003421413],"domain_scores_gemma":[0.9987576,0.000159325,0.0001180145,0.0007849066,0.00008418109,0.0000959672],"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":[0.000007278012,0.00002086885,8.007279e-7,0.00007841963,0.00001532357,0.00004750662,0.001678673,0.00009272625,0.00005700611,0.7517959,0.00100361,0.2452019],"study_design_scores_gemma":[0.0001054825,0.00001401097,0.00002467451,0.0002826702,0.00001660603,0.00000715839,0.00006452772,0.2115465,0.0004698745,0.7868065,0.0003548205,0.0003071142],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0003037574,0.002794848,0.7804382,0.0001341462,0.001607374,0.0002579272,0.000002297026,0.0002083532,0.2142531],"genre_scores_gemma":[0.02514397,0.0002550694,0.8208861,0.0004482238,0.0002213173,0.0001181986,0.000156479,0.0000792713,0.1526914],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.2448948,"threshold_uncertainty_score":0.9999323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03946570366233129,"score_gpt":0.2927939431635581,"score_spread":0.2533282395012268,"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."}}