Bibliographic record
Abstract
A turning point in American literature appeared with the emergence of Nathaniel Hawthorne’s narrative method as a literary phenomenon. American Revolution brought a freedom from Puritan social and religious traditions. Later, American Romanticism, through praising the individuality of the writer, doubled the distance. Hawthorne tried to reflect those social, economical, and political changes he observed during his life span in his works. Interestingly, his stories were good reflections of these religious and political changing concepts. In order to show their structural defects, he attempted to break away from the past dogmatic religious traditions. The method of narration he employed limited the range of meaning and had no reference to the reasons of events. What was in his mind was a different look at the world surrounding him. This article tries to introduce Hawthorne as a writer aware of his contemporary art. Some different parts of his stories will be mentioned which give way to this emphasis that Hawthorne had no objection to different interpretation of his texts; which is symbolically a demonstration of his attempt to get rid of the limits of his society.
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) | 0.000 | 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 teacher head, 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".