{"id":"W2163587420","doi":"","title":"Comment on Understanding PPPs and PPP Based National Accounts","year":2010,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Economic, financial, and policy analysis","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Economics; Index (typography); Construct (python library); Price index; National accounts; Econometrics; Macroeconomics; Computer science","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004027405,0.0004627299,0.001048087,0.001836564,0.0003724184,0.0004148093,0.0007449374,0.0008542121,0.0004359756],"category_scores_gemma":[0.0006478268,0.0006121921,0.0003075043,0.0001813192,0.0003861191,0.0001737873,0.0006021854,0.00244772,0.0001471522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002827535,"about_ca_system_score_gemma":0.0004224657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005186614,"about_ca_topic_score_gemma":0.001063485,"domain_scores_codex":[0.9961786,0.00009942198,0.001294008,0.001415914,0.0001253352,0.0008867118],"domain_scores_gemma":[0.9972147,0.0009068416,0.0006213044,0.000933317,0.00007209131,0.0002517871],"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":[0.0002355112,0.000583828,0.06292246,0.0003511103,0.0004265739,0.00001904084,0.0006215134,0.01423276,0.00001120338,0.9101855,0.00283098,0.00757957],"study_design_scores_gemma":[0.00281519,0.0002268873,0.01924266,0.0003059823,0.00002148456,0.000005488135,0.0004453109,0.1144727,0.00008625916,0.4717167,0.3887464,0.00191501],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3565894,0.0004969757,0.0001855368,0.02010441,0.001795638,0.001445944,0.002849877,0.00008517653,0.616447],"genre_scores_gemma":[0.990728,0.004108977,0.000480687,0.00304666,0.0005030844,0.0001982887,0.000192835,0.00009334478,0.0006481899],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6341385,"threshold_uncertainty_score":0.9998537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1213096730184952,"score_gpt":0.3274178320536252,"score_spread":0.20610815903513,"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."}}