Bibliographic record
Abstract
In the DarkThat first time, early August and the middle of a heat wave, she thought she'd just get some air.Simply stand on the cement patio, quietly gaze at the stars caught in the net of our maple tree.But my mother had forgotten, after eighteen years of marriage and five children, how to simply stand and look.In church she was distracted by the altar boy's badly cut hair.In the park she unob trusively deadheaded geraniums.That first night, it wasn't desire or even the desire for desire that drew her into the cool, prickly grass.Instead it was the tipped-up cover on our sandbox, calling her to right it.Our ranch house was in a subdivision planted on long-ago potato fields.Sometimes as he cultivated his Big Boys, my eager father spaded up a shriveled tuber or a shard of thick white china, a won der to us children, so little concept did we have of a past.Everything was ours and brand new, and not to be happy was betrayal Our aunts and uncles, still mired in Queens and the Bronx, took the train out to sit on our new lawn furniture, enjoy burgers from my father's grill.Every house for blocks was just the same, down to the slender sapling yearning against its guy wires on the edge of the lawn.The fathers had fought in the war, and here was their reward: the rows of snug houses crouched beneath the sky, where on sultry after noons the thunder clouds massed like another, less benign prospect.Both summer and winter the mothers stayed mostly inside, only leaning out the door to shake a dust mop, call us home for lunch.I can see my mother harvesting clean socks from the aluminum wash line my father set up for her on the edge of the patio, or carrying bags of groceries in from the car, but she had far too much work to loll around in a lawn chair.Besides, sun made her squint.Night was her time, my father Canadian-Clubbed into oblivion, the younger children asleep at last.I was sixteen that summer and had my first real boyfriend.Dave was two years older but I was the one who decided whether we went to the movies or bowling, when we started kissing and where we stopped.Oldest of five, I was used 2University of Iowa is collaborating with JSTOR to digitize, preserve, and extend access toThe Iowa Review www.
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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 | 0.000 |
| 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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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".