A Study on the Implementation of CorporateCarbon Emission Accountingin the Production Process
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
Corporate carbon emissions accounting has become a research focus for researchers and government departments. Based on corporate production processes, this study proposes and establishes a comprehensive system for corporate carbon emissions. Taking Stora Enso (Guangxi) Company as an example, this paper provides a thorough analysis of the production and operational status of paper-making companies. The production process is divided into five stages: material preparation, pulping, pulp board production, papermaking, and alkali recycling. Based on these production processes, it proposes and constructs a corporate carbon emissions accounting system from an accounting perspective, which specifically includes accounting objectives, information quality characteristics, accounting recognition, accounting measurement, accounting treatments, and information disclosure. The findings show that the carbon emissions accounting system targeted at production processes can clearly awaken corporate carbon emissions responsibilities, further improve the corporate accounting system, and provide effective technical support for the government to implement environmental regulations and formulate carbon reduction policies.
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 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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