{"id":"W4376623092","doi":"10.2139/ssrn.4444624","title":"Multiple Adjusted Quantiles","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Advanced Statistical Methods and Models","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Quantile; Statistics; Econometrics; 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":[0.009814547,0.0008937322,0.001592917,0.00213111,0.0006918622,0.003371352,0.001970932,0.001310629,0.06046185],"category_scores_gemma":[0.04758063,0.0005262453,0.002773756,0.004671664,0.0007992355,0.001907138,0.001884246,0.004016806,0.008728486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001125635,"about_ca_system_score_gemma":0.001546602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002438843,"about_ca_topic_score_gemma":0.002755524,"domain_scores_codex":[0.9925904,0.002216733,0.0004263319,0.002491822,0.001511586,0.0007630901],"domain_scores_gemma":[0.9842221,0.007075714,0.001375554,0.005307434,0.001746555,0.0002725578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001779896,0.0003739402,0.05187351,0.001031251,0.002394241,0.0007816971,0.001170694,0.02249441,0.007721331,0.2109262,0.07939606,0.6200567],"study_design_scores_gemma":[0.0003595324,0.0008204341,0.2607665,0.0005249945,0.001353097,0.002267381,0.0009434282,0.09156947,0.01223654,0.3882284,0.2405181,0.0004121674],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.05906526,0.003443955,0.87721,0.002161456,0.00241623,0.0004241301,0.01478097,0.005290699,0.03520725],"genre_scores_gemma":[0.6796328,0.001603525,0.2393083,0.001979703,0.00144309,0.00126584,0.01386217,0.004177121,0.05672745],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.06046185,"threshold_uncertainty_score":0.202265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1145897543054463,"score_gpt":0.4101956958350978,"score_spread":0.2956059415296515,"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."}}