Bibliographic record
Abstract
The aim of this study is to address the nostalgic elements found in the Writings of the Arab American poet Naomi Shihab Nye. Nye is an American Palestinian poet whose works are mainly concerned with revealing her father’s homesickness and detailing his lomging for his homeland and childhood memories. The study makes an attempt to prove that the overwhelming nostalgia bonds the person with his lost homeland, and prevents him from forgetting his past; therefore’ these feelings stand as a barrier between him and his new world. Displacement and homesickness are the main elements that increased the nostalgia of the immigrants for their homelands. To emphasize this, the current paper analysed some of Nye's poems which handle the sever nostalgia that Nye's father started suffering since the early beginning of his arrival to San Antonio, Texas in the United States of America. Besides, the study argues that the nostalgic feeling for the homeland has been transmitted from father to son/ daughter, although the later doesn't have any memories in his/ her ex- homeland. Thus, Nye herself started feeling the nostalgia for a past she has never lived and to a homeland she has never seen.
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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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.006 | 0.010 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 0.000 |
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; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".