Features of Accounting, Taxation, and Filing Reporting During Martial Law
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
The relevance of the scientific research is determined by the need to identify weaknesses in the system of taxation, accounting and reporting during martial law.The purpose of the research work is to evaluate approaches to state support of taxpayers and the impact of weakening the responsibility of taxpayers on the level of budget revenues, as well as to determine information that is of particular importance for the display of its accounting and reporting in wartime.The basis of the methodological approach is: statistical analysis; a method of comparative analysis, graphic method, method of summarization .The main results that were obtained within the scope of this work should be considered the formulation of proposals for improving the control over the payment of taxes and fees, the determination of mandatory information for display in accounting and reporting during the war.The results of the scientific work, as well as the conclusions formulated on their basis, have practical significance and can be applied by managers and chief accountants of economic entities when making decisions regarding the payment of taxes and fees, keeping records of operations at the enterprise, as well as by state and local authorities.
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) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| 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