Bibliographic record
Abstract
The ruthful and regretful conditions in Ghajarieh era provided the grounding for the changes and evolutions in the public urban spaces in Pahlavi era which is per se regarded as the outset of a modern era in Iranian city building history.One of the important issues which cannot be overlooked regarding this issue is the subject of citizenship rights in the aforementioned era.According to the documents and studies which have been collected and performed by the corresponding author of the current research paper the citizenship rights can be divided into three sets which are civil rights, political rights and social rights and what is of more relevance to the current study has been taken into consideration to be studied further.The discussion results indicate that in Pahlavi era the citizenship rights have not been observed to the extent it could be perceived as satisfactory by the people and a substrate of the people who enjoyed much wealth and were very rich or had ties to the king's court enjoyed a great deal of privileges and a well social rights status.The current study methodology is based on documentary researches, library and field studies.
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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 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.003 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.004 | 0.003 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.004 | 0.001 |
| Insufficient payload (model declined to judge) | 0.975 | 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".