Bibliographic record
Abstract
The main purpose of the article is to identify and recognize ways of reinterpretating romantic heritage throughout a wide historical and literary context. The thesis concentrates on a novel written by Josef Škvorecký, entitled Příběh inženýra lidských duší , which deals with the themes of the history of emigration, totalitarianism and literature, which can be helpful in elucidating unexplained experiences. It is necessary to consider dependent relationships and connections between history and older literature. The main character of Škvoreský’s story, Danny Smiřický, is a Czech emigrant working as a lecturer at a Canadian university. The experience of reading proves to him just how universal and significant literature can be. The literary works of Edgar Allan Poe and Nathaniel Hawthorne become the way of “translating” Czech experience with communism for Canadian students. An hour of literature range into an hour of history.
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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.003 | 0.003 |
| Meta-epidemiology (broad) | 0.004 | 0.001 |
| Bibliometrics | 0.003 | 0.004 |
| Science and technology studies | 0.003 | 0.009 |
| Scholarly communication | 0.001 | 0.006 |
| Open science | 0.007 | 0.005 |
| Research integrity | 0.003 | 0.003 |
| Insufficient payload (model declined to judge) | 0.001 | 0.001 |
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".