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Record W7071804733

Symbol and Synergy: The Whaling Heritage of West-Coast Native Peoples

2009· article· en· W7071804733 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueDigital Library Of The Commons Repository (Indiana University) · 2009
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicDiverse Scientific and Economic Studies
Canadian institutionsnot available
Fundersnot available
KeywordsWhalingPopulationTreatyThreatened speciesSymbol (formal)Gray (unit)
DOInot available

Abstract

fetched live from OpenAlex

"On North America's northwest coast, native people, the Nuu-chah-nulth of Vancouver Island and the Makah of Washington State, hunted whales for thousands of years. With the coming of Europeans, the native population was weakened by disease and forced to adapt to a new way of life. Traditional whaling for gray whales and humpbacks from cedar dugout canoes ended in the first decade of this century, though a few hunts are said to have occurred more recently. Now the Makah tribe of Washington State talk of resuming the hunt for gray whales, exercising a right affirmed in their treaty of 1853. Their relatives, the Nuu-chah-nulth living on the outer shores of Vancouver Island in Canada, have included recognition of their whaling heritage in their current treaty negotiations. Researchers believe that the gray whales' numbers were not threatened over thousands of years of aboriginal hunting; but in the latter half of the nineteenth century they were almost exterminated by commercial whalers. Then in 1905, modern steam whaling ships began annually killing hundreds of humpback whales, the natives' alternative prey. While humpback whlaes now are rarely seen, gray whales have returned to pre-commercial whaling numbers. And the Makah, who have never stopped looking to the sea for their sustenance, are ready to revive the hunt. Although both the Makah and Nuu-chah-nulth have been absorbed into the cash economy and a mainstream lifestyle, their whaling heritage has been retained in their cultural identity. This paper describes their traditional whaling and suggests some aspects of its significance today."

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.

Full frame distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.503
Threshold uncertainty score0.357

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.011
GPT teacher head0.145
Teacher spread0.135 · 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