{"id":"W7097391271","doi":"","title":"Universidad de Navarra 1MODEL CHECKS USING RESIDUAL MARKED EMPIRICAL PROCESSES","year":2004,"lang":"en","type":"article","venue":"","topic":"Financial Risk and Volatility Modeling","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Asymptotic analysis; Asymptotic distribution; Residual; Parametric statistics; Monte Carlo method; Statistical hypothesis testing; Central limit theorem; Null hypothesis; Weak convergence; Convergence (economics)","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":[],"consensus_categories":[],"category_scores_codex":[0.000373197,0.0001446443,0.0002730345,0.0001617709,0.0001753719,0.00005763083,0.0001911439,0.0001554673,0.0001558691],"category_scores_gemma":[0.0002213309,0.000170809,0.00007098015,0.0003429581,0.0000520499,0.000318328,0.00006139454,0.0001679932,0.00009920632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003104083,"about_ca_system_score_gemma":0.0002872405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001492877,"about_ca_topic_score_gemma":0.000157074,"domain_scores_codex":[0.9988024,0.00000763921,0.0003933811,0.000381037,0.0000404225,0.0003750867],"domain_scores_gemma":[0.9994797,0.00002864494,0.0001195009,0.0002152364,0.00005774982,0.00009917992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004563991,0.0009101172,0.4610458,0.0004814389,0.0001584804,0.0000671251,0.01057026,0.1381411,0.0004469677,0.3840294,0.001959909,0.001732905],"study_design_scores_gemma":[0.004399439,0.0002466887,0.0429134,0.0001673004,0.00004281192,0.0000392214,0.001306327,0.3552607,0.002297273,0.57162,0.01990279,0.00180405],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.791543,0.0004742174,0.1900116,0.0005740161,0.000072471,0.00009659548,0.00002603368,0.00006471754,0.01713736],"genre_scores_gemma":[0.9764321,0.0001005433,0.02235437,0.0002920886,0.0001047778,0.000002458578,0.000005472046,0.00002145505,0.0006866858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4181324,"threshold_uncertainty_score":0.6965389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09428840009841186,"score_gpt":0.2991885376238581,"score_spread":0.2049001375254462,"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."}}