Bibliographic record
Abstract
Allah Almighty has made the life of the Holy Prophet Mohammad (PBUH) a role model for the betterment and reforming of society. He (PBUH) delivered the message of Allah to the world and saved them from the torment of Allah, teaching them to worship and love one God. He gave a system of life that leads humanity to peace and security and is a total mercy for mankind. All his life he treated God's creatures with kindness and mercy. His mercy was not only for the believers, but also for the disbelievers. Therefore, in this article, the biography of the Holy Prophet (PBUH) will be narrated from Nahjul Balagha. Because Hazrat Ali (AS) has mentioned the good morals of the Holy Prophet (PBUH) in Nahj al-Balaghah as well as somewhere he has described his virtues. In the same way, somewhere he has stated the purpose of enlightenment and somewhere he has shed light on patience and courage of the Holy Prophet (PBHU). Somewhere he has described asceticism and piety, somewhere he has mentioned his benevolence, somewhere he has mentioned a physician for the healing of the sick. Therefore, in this article, the biography of the Holy Prophet (sws) will be narrated from Nahjul Balagha along with Qur'an and Hadith.
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 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.005 | 0.003 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.958 | 0.967 |
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".