Bibliographic record
Abstract
Facing south, and: Matti Lee Evie Shockley facing south —after alison saar "as long as you are south of the canadian border, you are south." —malcolm x "now, even the north pole is south." —me swing low, sweet charioteer, it's the wretchedof the earth you're coming for, who will be foundin the overlooked places. still bent to the soiland poisoned with it. still chained to each other'sstink and sharing laughter like a virus. stillworking through illness and keeling over onthe job. still going hungry to feed the owner'sretirement. still smoothing the sheets the masterpoet sleeps on. still torn away from mother,brother, daughter, lover, earning maybe enoughto keep them clothed, but not to keep them close. o harriet-chariot, swing lower than maryland,swing wider. swing by the maquiladoras. swingby the detention centers. swing by the orangegroves. swing by the slaughterhouses. swing bythe bistros after lunch, the tables heavy on dishesand light on tips. swing by angola's cotton fieldsand compton's streets. swing by the taqueriaand the store-front church. swing by danville, byoaxaca, by manila. swing by flint. swing by chainretailers' breakrooms, fast-food restaurants'kitchens, and every place with public in its name. [End Page 884] we see you in harlem, with a dressful of rootsand kin, a look of granite on your face, one handopen and the other a fist. you're mid-strideand headed our way. we're coming from deeper,broader, and farther south, at times like you, onfoot, trudging toward a north that's recedinglike a glacier. from east and west, we're pushingtowards you, seek citizenship in your determination.whichever way we're headed, we'refacing the facts. there's no turning back now. [End Page 885] MATTI LEE (from the beauties: third dimension) time for me to make tracks. six linesrunning south to north. three stopsalong the way i want to leap in passing. i'm leaving the foothills, low risein the earth just high enough to let me see the first leg of the journey. i'llhave my skirts tucked under me, stiff as metal, an armor of poplinand starch. no man will be surprisedto find how much give i have in me, cuz what i'm giving from above myhem ain't for him—or him—or him. see the creases of my knees? look nofarther unless you want your ruffles feathered. weathered. show me howsmiles pleat your face. there's a patternhere—you follow? i left tracks for you, beauty, and i'll be waiting for you upwhere all the lines come down to two. Copyright © 2022 Evie Shockley
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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 | 0.000 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.004 | 0.000 |
| Scholarly communication | 0.003 | 0.003 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.514 | 0.257 |
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".