Bibliographic record
Abstract
This book examines how different countries pursue their tax policy goals in the global economy, while simultaneously trying to secure competitiveness and protect the national tax base.Why this book?Tax policy has always been a predominant element of national economic policies and a decisive tool in directing the actions of governments in the economic field. In the past decade, however, as an increasingly globalized economy has presented challenges, tax policy has gained new importance because of its global dimension.The aim of this book is to provide a comprehensive overview of the tax policy trends that can be seen in various countries since the turn of the century. Thirty-three national reports from countries across the globe have been compiled in this volume. The reports, which were prepared for the conference “Trends and Players in Tax Policy” that took place in Rust (Austria) from 4-6 July 2013, focus on how different countries pursue their tax policy goals in the global economy and try to secure competitiveness and, at the same time, protect the national tax base. Much attention is given to the main factors influencing the formulation of tax policies and tax legislation as well as to the changes in the relationship between tax administrations and taxpayers. In addition to the national aspects, the book also outlines global trends and best practices through which it hopes to set the path to building up a globally consistent exercise of tax sovereignty. The general report extensively discusses issues connected with the Base Erosion and Profit Shifting (BEPS) project, taking into account national reports and other information on additional countries.The book is of relevance to tax policymakers, tax practitioners, academics and students doing research on tax law, and all those who have an interest in the most current issues in the field of tax policy.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.008 | 0.001 |
| Scholarly communication | 0.007 | 0.003 |
| Open science | 0.002 | 0.002 |
| Research integrity | 0.003 | 0.002 |
| Insufficient payload (model declined to judge) | 0.549 | 0.259 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".