Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
This path-breaking book shows how green accounting can be compatible with ecological economics and how it can contribute to the implementation of sustainability. It explores the history and methodology of green accounting and describes the state-of-the-art construction of green accounts in individual countries. The authors first provide an overview of the history of national accounting and its place in the debate concerning sustainability. In particular they address the social role that accounts play, the relationship of national accounts to economic traditions, and the relationship between green national accounts and ecological economics. They go on to describe issues related to the history of green accounts and the methodologies adopted, and discuss the Dutch experience with the NAMEA system, the use of input–output analysis in national accounting and the conceptual issues raised by green accounting. Finally, the authors show how green accounts are being constructed and used in various countries, by both national governments and corporate businesses. The book features new case studies of green national accounting in Europe, Africa and Canada, the UK experience in establishing green accounts and the process of greening business accounts.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.005 | 0.001 |
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 it