Research on Establishment of Accounting System for Safety Resources
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
With the method of theoretical analysis, this thesis, combining the new managerial policies of economic resources invested to areas of safety production, the current severe actual situation of safety production, the negative social influences and the heavy economic losses of the accidents in production, demonstrates the necessity of establishing the accounting system for safety resources systematically. Meanwhile, the main features of the proposed new accounting system of the safety resources are analyzed and the connotations of this accounting system are also given by this paper. The main viewpoint of the author includes that accounting system for safety resources is used in all units with possible accidents in production and for reflecting and controlling the resources provided in preventing accidents and the entire process of estimating and compensating the losses caused by the accidents in production. On the basis of the connotations of this accounting system, the main functions of the new accounting system are also explained by the paper. The purpose of the author is to promote the innovation of accounting system of safety resources.
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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| 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