Bibliographic record
Abstract
It is argued in this paper that The Rainbow, about three generations of the Brangwen family, is a female Bildungsroman, which focuses on the growth and initiation experiences of three main female characters—Lydia, Anna and Ursula. Moreover, the initiation is completed by three generations altogether. According to Mordecai Marcus(1969), there are three categories of initiation: tentative initiation experience, represented by the first generation of Brangwen family—Lydia; uncompleted initiation experience, the same case with the second generation—Anna; decisive initiation experience, whose spokesperson is the third generation—Ursula. The Rainbow, a book about the family history of the Brangwens, concerns the initiation experiences of three female characters. Based on such considerations, this paper, by means of textual analysis and comparative study, will prove that The Rainbow is a female Bildungsroman presenting the initiation experiences of three female generations of the Brangwen family, and the initiation experience of each female character is varied but closely related, which shows the growth is a complicated and gradual process.
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.013 | 0.004 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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; 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".