Bibliographic record
Abstract
The American Voice looks to find the vital edge of modern American writing. The journal, whose contributors come from the U.S., Canada, and Latin America, often publishes work by writers denied access to mainstream journals. Writings from its pages have been regularly reprinted in prize annuals such as The Pushcart Prize, Best American Poetry, and Best American Essays. This fifteenth anniversary anthology collects eighty poems from some of the most original and daring writers of our time. The anthology's contributors range from the world famous Jorge Luis Borges, Marge Piercy, May Swenson to the newly emerging Marie Sheppard Williams, Suzanne Gardinier, Robyn Selman and from the nationally read Wendell Berry, Reynolds Price, Barbara Kingsolver to the distinctly regional George Ella Lyon, Jane Gentry, James Still. This volume brings together some of the best selections from an award-winning journal, making clear why Small Press dubbed The American Voice one of the "most impressive journals in the country." Frederick Smock, founding editor of The American Voice, teaches at Bellarmine College and has published two volumes of his own poetry and a travel memoir. "These first-rate poems...highlight the social, political, and personal aspects of the human condition."—Elisabeth Beattie "In a world so often focused on the boundaries that divide us, it is refreshing to encounter a volume that respects our differences in perspective but also reveres our common humanity. The searching voices of these poems, whose explorations range from daydreams to deathbeds, bring the reader to the edge of tragedy and back again."—Louisville Courier Journal
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 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 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.006 | 0.003 |
| Scholarly communication | 0.009 | 0.003 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.004 |
| Insufficient payload (model declined to judge) | 0.031 | 0.009 |
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".