{"id":"W4320014394","doi":"10.2139/ssrn.4324846","title":"Markup Estimation: Monetary Values or Physical Quantities?","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Mathematics, Computing, and Information Processing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Markup language; Estimation; Economics; Econometrics; Computer science; Business; XML; World Wide Web","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":[0.001480711,0.0001422138,0.0001829304,0.0002028042,0.0004353799,0.0003886082,0.000735352,0.00003740158,0.00001753316],"category_scores_gemma":[0.0001293144,0.0001095482,0.00009108571,0.0005916082,0.00003485081,0.001405308,0.0001398759,0.0007015031,0.0003165402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001821927,"about_ca_system_score_gemma":0.001112861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004044765,"about_ca_topic_score_gemma":0.000004747043,"domain_scores_codex":[0.9977009,0.00005093926,0.0003617115,0.0001585167,0.0004372838,0.001290659],"domain_scores_gemma":[0.9992146,0.0001230946,0.0002501131,0.0002392972,0.00009935104,0.00007351308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000147098,0.00005915323,0.00004147521,0.00007762155,0.00007880276,0.000009866699,0.005154754,0.005002953,0.0000144917,0.811934,0.003193494,0.1744187],"study_design_scores_gemma":[0.0001492406,0.00007890802,0.00006823555,0.0000281306,0.000004935172,0.0002336808,0.0005000945,0.5796255,0.00004083746,0.4188682,0.0002987475,0.0001034986],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05533179,0.0001922934,0.9403394,0.0009551509,0.0003599599,0.00007295443,3.961429e-7,0.0003540616,0.002394035],"genre_scores_gemma":[0.9740804,0.0006077753,0.01926011,0.0002937598,0.0005195079,0.000005206548,0.000005079536,0.00002002762,0.005208064],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9210793,"threshold_uncertainty_score":0.4467246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01806612891474846,"score_gpt":0.2773594086623891,"score_spread":0.2592932797476407,"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."}}