{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001698369,0.0001295048,0.0002138656,0.0001029107,0.0001853051,0.00002342169,0.0001752939,0.0000608792,0.00002826444],"category_scores_gemma":[0.001772067,0.0001044953,0.00009484225,0.0002554839,0.00003477854,0.00009779076,0.00003855729,0.00107949,0.0000857382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000200462,"about_ca_system_score_gemma":0.0003821143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008217521,"about_ca_topic_score_gemma":0.0002102288,"domain_scores_codex":[0.9972921,0.0001179063,0.0002839824,0.0001635742,0.0002325211,0.001909923],"domain_scores_gemma":[0.9986293,0.0009392046,0.0001093595,0.0001569564,0.00007150248,0.00009365187],"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":[0.00002674131,0.00002910689,0.0001123248,0.00001077495,0.00005140267,0.0000104942,0.00008169209,0.00004478993,0.0004989491,0.9470851,0.0004146928,0.05163395],"study_design_scores_gemma":[0.0004697268,0.0001141574,0.0001199578,0.00001770636,0.00002601444,0.0001190115,0.0009772779,0.00490874,0.0001117488,0.9918923,0.001110993,0.0001323401],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06627819,0.0002521946,0.9321409,0.0003399502,0.0001828296,0.0001059741,0.000007961336,0.0001717173,0.0005202271],"genre_scores_gemma":[0.8945664,0.002150401,0.09748759,0.00005412546,0.000300459,0.00001303441,0.000005256559,0.00006535586,0.005357355],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8346534,"threshold_uncertainty_score":0.4689905,"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."}}