Review of Issues Related to Crisis and Its Management in Civil Liability Law
Bibliographic record
Abstract
Civil liability is a responsibility, which exist against damage caused and made causing damage to compensate. Civil liability means a liability to pay damages. So wherever someone is responsible for compensation against other one, there is civil liability. Civil liability laws enacted in 1960,there is no definition about responsibility and responsibility of the person has brought based on intentionally or fault of the natural or legal person including ordinary people or government employees and doesn’t say a word of Cairo forces in the realization of civil responsibility of states. There is a special relationship based on the civil liability between prejudicial and injured which is the same compensation. So, civil liability in a general and extensive sense covers contractual liability and tort liability because for both important issues to discuss about compensation. But the basic difference between these two back together the presence or absence of a contract between the parties. The scope of civil liability begins where is not present any contract for the fulfillment of the obligations between the parties. In this paper, the history of civil liability in relation to crisis management and its evolution, as well as the duties of the Supreme Council of the crisis in the form of materials and auxiliaries which have been approved are briefly discussed.
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.
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 | 0.001 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.006 | 0.011 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.003 | 0.004 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.007 | 0.002 |
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".