Ishimure Michiko's Writing in Ecocritical Perspective
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
This collection of ecocritical essays is focused on the work of Japan’s foremost writer on environment and culture, Ishimure Michiko. Ishimure is known for her pioneering trilogy that exposed the Minamata Disease incident and the nature of modern industrial pollution. She is also regarded by many critics as Japan’s most original and important literary writer. Ishimure has written over 50 volumes in a wide range of genres, including novels, Noh drama, poetry, children’s stories, essays, and mixed-genre writing. This collection brings together the work of scholars from Japan, the U.S., and Canada who are authorities on Ishimure’s writing. Contributors discuss Ishimure’s writing in the context of the latest issues in ecocritical theory, arguing for an expanded, more-than-Western understanding of literature, theory, and environmental responsibility. It will help to relate various environmental, cultural, and ecocritical issues, ranging from the events at Minamata to those at Fukushima, and consider how they point to future developments.
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.
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 | 0.001 | 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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| 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 it