작가, 소설, 인생의 서사적 지리학 - 마거릿 로렌스의 『예언자들』 / The Epic Geography of Writer, Fiction and Life:Margaret Laurence’s The Diviners
Bibliographic record
Abstract
The Diviners, written by Canadian novelist Margaret Laurence, is the last of her five Manawaka novels and represents the culmination of all the trends shown throughout the Manawaka cycle. It furthers Laurence’s emphasis on self-empowerment for women, especially the female artist, and intensifies her use of innovative narrative strategies. It is patterned as a pilgrimage along epic lines and features a protagonist and writer, Morag Gunn, and her quest for identity. Through a spiritual journey, Morag Gunn explores herself as a woman, a mother, and a writer in her memories of the past and her vision of the future.
Stored with the screening record, where it is evidence for the labels above.
How this classification was reachedexpand
The three-model screen
all 5,600 screened works →All three models called this out of scope.
Literary criticism of Margaret Laurence's The Diviners; the object is a novel.
This literary analysis interprets Margaret Laurence's fiction and does not study research practice.
Literary criticism of Margaret Laurence’s novel; humanities domain analysis.
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 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.020 | 0.014 |
| Scholarly communication | 0.007 | 0.003 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.004 | 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".