Renewing the Fire: Notes Toward the Liberation of English Studies
Bibliographic record
Abstract
Renewing the Fire: Notes Toward the Liberation of English Studies Daniel Heath Justice University of Toronto Reading Roots Freedom came early to me in the form of literature. One of my earliest memories is of reading Ilse-Margret Vogel's gentle children's book, My Little Dinosaur, and the slow, indescribable awakening of that moment. It was the first time I'd ever read a book by myself, without someone reading the story aloud to me and passing far too quickly from one page to the next. The realisation that I had the power to open up such mysteries by myself filled me with such an energising joy that I fell passionately in love with literature that day. Such freedom was not something many people seemed to understand in my home town of Victor, Colorado. It's a small mining town on the eastern edge of the Colorado Rockies, and has long been a hard place to make a living. Until limited-stakes gambling arrived in the neighbouring town of Cripple Creek in 1990, the only viable jobs were in mining or the ever-mercurial summer tourism industry. This was 1980, and a difficult time for both. Most families—mine included—struggled hard to get a little ahead in the summer, and fought against snow and despair in the winter to make it to the too-few warm months of the next summer. Imagination is a frequent casualty to the grinding plod of poverty. ESC 29.1-2 (March/June 2003): 45-54 Daniel Heath J ustice is an enrolled citizen of the Cherokee Nation and Assistant Professor of Aboriginal literatures at the University of Toronto. He was raised in that part of the Mouache Ute territory now known as Victor, Colorado. His work has previously appeared in The American Indian Quarterly and Studies in American Indian Literatures, as well as the forthcoming anthologies, Speak to Me Words: Essays on Contemporary American Indian Poetry, and Indigenizing the Academy: Transforming Scholarship and Empowering Communities. Along with creative nonfiction and an Indigenous fantasy novel in development, Daniel's current projects include a book-length study of removal and nationhood in the Cherokee literary tradition. Fortunately, my parents treasured and encouraged my love of reading, so books became a feature of my life that wasn't shared by many other kids in town. My mom would take me to the local library, and there My Little Dinosaur was followed by William Steig's Sylvester and the Magic Pebble and Mike McClintock's A Fly Went By. The Victor Public Library wasn't particularly well stocked with books, but to five-year-old me it was a wonderland of imaginative possibilities. Everything about the place thrilled me: the rich, crackling pop of a new book's spine as I opened it for the first time; the crisp smell of old, slightly-musty paper; the dust motes that hung suspended in the fading light of a golden afternoon; the squeaking rustle of the bean-bag sofa as I settled down to immerse myself in another story. I remember being particularly thrilled about Kindergarten, where I expected to meet other children and share my stories with them. My class mates didn't tend to share my enthusiasm about storytelling and reading, but books meant something to them, too: only the coolest kids ever had access to Tomi Ungerer's brooding storybook, The Three Robbers, and it was always checked out. The day that I finally found the blue and black book on the shelves was a coup, and I relished my victory that night as I read it to my parents at the dining room table. For whatever reason, my peers lost their love of reading while mine flourished, and we became strangers to each other. By second grade I was designated a first-rate nerd, nicknamed "Tinkerbell" for my love of fairy tales and fantasy stories. It got worse as we grew older, and as all the pain and uncertainty of puberty raged through us, and as new desires stirred in our blood, their suspicion became contempt. And I retreated again to my books, emerging only after the storms of adolescence had passed over. My...
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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 | 0.001 | 0.017 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 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".