Bibliographic record
Abstract
SALT telling Maine stories. Published by the Salt Institute for Documentary Studies. Number 57 / 58. 2003-2004. Staying on. A Dexter story after the Shoe. A sheep farmer uses only salt water and sunlight for her wool. Veterans speak from the edgy shadows of their memories. Contents 3 Staying On by Terry Farish 4 Uphill Either Way by Carrie Kilman, photographs by Jenifer Dean. T-Bob’s Taxi—A Dexter story after The Shoe. 18 James at Risk photo essay by Lesley MacVane. A 16-year old boy at odds with the world is also a poet. 26 Waa Nabad: Somali Community in Lewiston photo essay by Erin Dowding. Change comes to a quiet, French Canadian town. 33 The Story of the Archive by Patricia Erickson 34 From the Archive An Anchor for Monica. Photo essay by Pam Berry. Monica lives in a school bus with her daughter while they build a house for the future. 36 Earth and Fire photo essay by Jenifer Dean Fifteen years later, Monica holds tight to the land. 44 Happiness Lies on the Back of a Horse by Melissa Dalton, photographs by Valerie Haynes. Topsham’s Flying Changes Center for Therapeutic Riding gives children skills and joy. 58 Home from War by Melissa Hale, photographs by Betty Bastidas. Veterans speak from the edgy shadows of their memories. 74 Some Kind of Farmer by Katharine Freeman, photographs by Molly Myers Frank Bowie is the last dairy farmer in Durham. 88 We Do This Way We Stay Together by Lisa Merlini, photographs by Valerie Haynes. A love story of a Vietnamese man and his Guatemalan wife. 102 Mary Merithew: Living in Death’s Shadow photo essay by Leslie Brooks A dying woman instructs a young woman in living. 110 The Mighty Dollar by Stephanie Congdon, photographs by Isabel Foley How an accordion lesson plus a yard rake, minus a dog-sit equals tickets to a symphony. 122 Don’t Blink: A Glimpse into a Deaf Teenager’s World by Lauren McSherry, photographs by Renee Armstrong Straight talking on Mackworth Island. 136 On the Farm with Nanney photo essay by Drew Oberholtzer “I only use salt water and sunlight,” a sheep farmer says about her wool. 144 News and Shows Terrific passions and Salt Gallery highlights, 2004.
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 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.004 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.006 | 0.003 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.489 | 0.290 |
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".