Bibliographic record
Abstract
Yun Wang was born in China, and attended Tsinghua University at the age of sixteen. Her poems were featured twice in Tsinghua Literature (Qing Hua Wen Xue ). She edited two poetry anthologies while at Tsinghua, Cadenza (Hua Cai ), and April (Si Yue ). She won second prize in the first Beijing Universities' Poetry Competition. She published poems in The Ugly Duckling (Chou Xiao Ya ), and a number of campus literary journals in Beijing. Her poems were often hand-copied and then circulated among the college students in China in the 1980s. She began writing poetry in English shortly after arriving in the United States for graduate school in Physics in 1985.Yun Wang's second poetry book, The Book of Totality, will be published by Salmon Poetry in 2014. Her first poetry book, The Book of Jade (Story Line Press, 2002), won the Nicholas Roerich Poetry Prize. Her poetry chapbook, The Carp, was published by Bull Thistle Press in 1994. She has published poems in numerous literary journals, including the Kenyon Review, Cimarron Review, Green Mountains Review, International Quarterly, Poet Lore, and many others. Her translations of classical Chinese poetry have been published in Poetry Canada, Willow Springs, Confluence, and Connotation Press.
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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 | 0.008 | 0.006 |
| Scholarly communication | 0.005 | 0.005 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.039 | 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".