O'ZBEKISTON TARIXI FANINING NAZARIY-USLUBIY ASOSLARINI ISHLAB CHIQISHDA TARIXIY MANBAALARNING O'RNI (AHMAD DONISH, "RISOLA YOHUD MANG'ITLAR XONADONI SALTANATINING QISQACHA TARIXI" ASARI MISOLIDA)
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
Ushbu maqolada O‘zbekiston tarixi fanining nazariy-uslubiy asoslarini ishlab chiqishda tarixiy manbaalarning o‘rni haqida fikir yuritildi. Ana shunday manbalardan biri XIX asrda yashagan Ahmad Donishning “Risola yohud Mang‘itlar xonadoni saltanatining qisqacha tarixi” asari hisoblanadi. Ushbu asarda nafaqat o‘z davrining voqealari, undan oldin sulola tarixi boshlanishidan to Amir Abdulahadxon hukmronligigacha bo‘lgan vaqtda Buxoroning siyosiy-ijtimoiy va iqtisodiy ahvoli haqida qimmatli ma’lumotlar bayon etilgan. Ushbu manba haqida to‘xtalishdan oldin, tarix fanining dolzarb masalalaridan biri, O‘zbekiston tarixining nazariy-uslubiy asoslarini ishlab chiqishda metodologiya, tarix fani metodikasiga oid ma’lumotlar manbaning o‘rnini ochib berishga xizmat qiladi.
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 | 0.005 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.004 |
| Science and technology studies | 0.012 | 0.001 |
| Scholarly communication | 0.007 | 0.001 |
| Open science | 0.002 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.087 | 0.006 |
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