Bibliographic record
Abstract
Variant Readings (Ikhtilāf-e-Qirāʻāt) is an important subject in the field of Qurānic sciences. Muslim tradition, in general, authenticates the variations of Qirāʻāt, but some modern scholars have negated the authenticity of these variations. A Pakistani scholar Tamannā Imādī in his book titled “Aʻjāz al-Quran-o-Ikhtilāf-e-Qirāʻāt” has endorsed this refutation of variations. His work is responded by Muhammad Tāhir Rahīmī in his “Difāʻ-e-Qirāʻāt”. This article reads Rahīmī’s work. It explores that Rahīmī has nicely countered Imādī’s arguments. It, ratifying the traditional stance on the subject, supports Rahīmī argumentation on the authenticity of variant readings.
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 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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| 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) | 0.994 | 0.978 |
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; both teacher heads 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".