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
After the beginning of the 20th century and the British domination, such fundamental changes took place at every level of the Indo-Islamic civilization. The majority of the scholars who were fierce in Islam had fallen in front of limited knowledge, communism, capitalism, liberalism and nationalism. In such a difficult time, Islamic thinkers and Sufi saints equipped with Islamic and modern knowledge step ahead and presented themselves for the service of religion. These Islamic thinkers popularized the teachings of Masnavi Manawi through their compilations, articles and various lectures. However, there is historical evidence that these Sufis and their caliphs continued to give priority to the 'Musnawi Maanwi' in their teachings. In this way, the Islamic ideas and thoughts contained in Masnavi Manawi became popular among the people. As if Masnavi has a big hand in the renaissance of Muslims in the subcontinent, as if Masnavi dominates the entire history of Islamic education in other senses. It has been more or less eight hundred years since Maulana Jalaluddin Rumi (1207-1273) left this world. During this long period, almost every period shows a large number of works on the Masnavi, which gives clear evidence of the popularity and universality of the Masnavi. Masnavi is a book of divine mysteries. Therefore, this valuable work has the status of an inspired book in Iran, Turkey and the Indian subcontinent. In view of the importance and usefulness of Masnavi, many scholars, Sufis and modern thinkers wrote exegesis on it for the convenience of the people. In this article, this exegesis (explanations) will be studied briefly.
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) | 0.000 | 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) | 0.999 | 0.994 |
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