Bibliographic record
Abstract
This world is the place of striving and the hereafter is the place of reward or punishment, where the believers will be rewarded with Paradise and the disbelievers will be punished with Hell. So, the way of Allah with His slaves is to test them with calamities and tribulations, so that the believer may be known from the kaafir and so that the truthful may be distinguished from the liar۔ Allah has given human beings blessings like wealth, health, position, etc. in what manner he uses these blessings. On the Day of Resurrection, a person will be asked about his life and the blessings of Allah. Those who succeed in the exam will be put in heaven and those who fail will be put in hell. Also, when the people of Hell will be admitted to Hell, they will be brought face to face to add to their humiliation and to confess this fact and to argue with each other. Allah has also made it clear that the quarrel of the people of hell is a reality. While it is a clear thing that every defeated party quarrels with each other after their defeat and humiliation and blames each other for the defeat. And those who achieve success love each other. So, the people of heaven will be greeting each other, and the people of hell will be arguing with each other. Therefore, in this article, the mutual a conflict of criminals in the Day of Judgment has been commented in the light of Quran and Hadith. And their contemporary implementation has also been done so that we become obedient to Allah in the real sense.
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.004 | 0.003 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.003 | 0.002 |
| Insufficient payload (model declined to judge) | 0.978 | 0.980 |
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; the direct Gemma label and the distilled Codex classifier agree on what is shown here.
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".