MétaCan
Menu
← Back to cohort

The Northwest Coast

2020· reference-entry· en· W4206643728 on OpenAlexaboutno aff
Leslie Tepper

Bibliographic record

Venuenot available
Typereference-entry
Languageen
FieldHealth Professions
TopicIndigenous Studies and Ecology
Canadian institutionsnot available
Fundersnot available
KeywordsGeographyIndigenousArchaeologyFishingColonialismFisheryEcology

Abstract

fetched live from OpenAlex

The distinctive culture of the Indigenous populations on the Northwest Coast (NWC) and their colonial history—from European contact in the 17th century to contemporary issues of land claims and reconciliation—have helped to frame many of the themes and models of ethnographic theory and practice, particularly in American anthropology. The NWC is often defined as the geographic area stretching from Alaska to California. For the purposes of this bibliography, the study area is limited to what is sometimes called the “North Pacific Coast,” which begins at the southern border of Alaska, continues down the coastline of British Columbia (BC), and ends in northern Washington State. Its rocky coastline is broken up by deep fjords and offshore islands, including Vancouver Island in the south and Haida Gwaii (formerly the Queen Charlotte Islands) in the north. Several major river systems provide access to the BC interior through the mountainous Cascade Range. Though local resources vary along the coast, almost all the Indigenous groups followed a similar seasonal cycle of fishing, hunting, and gathering from spring to fall. The winter months were dedicated to the manufacture of material culture, social feasting, and ceremonial gatherings. Large oceangoing canoes and smaller river crafts linked well-established villages into an extensive series of trade routes. Walking trails over the mountains allowed the exchange of seafood and other coastal products for animal skins and goods from interior forests. Warfare brought additional wealth to the victor by means of raiding stored foods and manufactured items. European contact began in the late 18th century with the arrival of Spanish and British explorers. They were followed by English, American, and Russian fur traders. The discovery of gold along the Fraser River in 1858, and later finds in the Cariboo Mountains, brought tens of thousands of American, British, and other immigrants to the area. British sovereignty over the area north of the 49th parallel was quickly reinforced by the Royal Navy and an expanded colonial administration. In 1871 the province of British Columbia joined the Canadian Confederation and NWC Indigenous communities came under the control of the federal Indian Act. This act is still in force.

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 score0.314
Threshold uncertainty score0.978

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0030.000
Scholarly communication0.0050.002
Open science0.0010.002
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.3140.133

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 head0.067
GPT teacher head0.375
Teacher spread0.308 · 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

Citations0
Published2020
Admission routes1
Has abstractyes

Explore more

Same topicIndigenous Studies and Ecology→French-language works237,207→