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East of the Mountains

2002· book· en· W2058109230 on OpenAlexaff
David Guterson

Bibliographic record

VenueAcademic Medicine · 2002
Typebook
Languageen
FieldMedicine
TopicHistory of Medical Practice
Canadian institutionsNovelis (Canada)
Fundersnot available
KeywordsGeographyHistory

Abstract

fetched live from OpenAlex

[Excerpt] Walking north on Wanapum Road, heading toward the Vantage Motel, he met another traveler. A long-haired drifter with thick tresses across his face, lean, tall, sun-burnished, he wore an oversized black leather jacket, its belt hanging limply from worn loops. He hadn't shaved recently, the hair sprouted mostly on his chin and upper lip, and he smoked a hand-rolled cigarette. “Hey, partner,” he called to Ben. “I like those hunting dogs.” “Why don't you take them?” Ben answered. “Can't,” said the drifter. “I'm on the road.” And he showed Ben his thumb, pointing east. “I just spent an hour and a half doing that.” “It's the dogs, probably. Hide them in the bushes.” “Why didn't I think of that myself?” The drifter shrugged. “Who knows?” he said. “Where are you trying to get to?” “West,” said Ben. “Across the mountains.” “Well, why don't you cross the river there? Go over and pick up Highway 26. People slow down at the intersection.” “It's the wrong way,” Ben pointed out. “That's east, and I'm headed west.” “Well, maybe, but it's only a mile east. Put the thing in perspective.” “It's still the wrong way,” Ben argued. “There's no wrong way,” the drifter said. “Whatever gets you there.” … They set out toward the river. The drifter asked Ben about his damaged eye, and Ben told the story of his accident, the young people in the Volkswagen van, the attempt to rent a car. He said he'd come over the mountains to hunt quail, but with his eye swollen the way it was, he couldn't see well enough to shoot, so he may as well go home. “Hey,” said the drifter. “You can still hunt quail. A lot of people shoot one-eyed.” “It's not the best. No depth perception.” “Adjust,” said the drifter. “You can do it.” They set out to cross the highway bridge, the drifter with Ben's duffel over his shoulder, Ben with his rucksack against his back, his dogs checked on tight leashes. The way was narrow, so they went single file, the drifter leading in silence. The Columbia here lay broad and flat. To the east the breaks rose toward the plateau, and it occurred to Ben to hunt chukars. He had never hunted this stretch of country. It was all new terrain, unknown. But what difference could that make to him? Hunting birds in the open air was exactly what he'd come for. They crossed on the north side with traffic coming at them, and as they did, the mallards in the lee of the bridge got up in a great slow easy flush and winged downriver, low, a hundred yards, where they settled again in long skated skids that raised pockets of white water. “Too bad you're not a duck hunter,” said the drifter, calling back over one shoulder. “You'd be knocking ‘em dead right now.” “Nothing against duck hunting. They're just not what I've come for.” “You're hunting other birds,” observed the drifter.

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 imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.361
Threshold uncertainty score0.912

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0050.001
Scholarly communication0.0040.002
Open science0.0010.002
Research integrity0.0010.003
Insufficient payload (model declined to judge)0.3610.129

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.

Opus teacher head0.066
GPT teacher head0.314
Teacher spread0.247 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

Study designNot applicable
Domainnot available
GenreOther

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".

Quick stats

Citations5
Published2002
Admission routes1
Has abstractyes

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