On the Evolution of the Northwest Coast Indian Communities (A Soviet-American Discussion and Its Sequel)
Bibliographic record
Abstract
The article is devoted to the discussion among Soviet and U.S. scholars about the social organization of the Indians of the Northwest Coast of North America. In the classic textbooks on “primitive history”, the Indians of this region—the Tlingit, Haida, Tsimshian and Kwakwaka’wakw (Kwakiutl)—are mentioned as examples of a high degree of social differentiation based on a (fishing and maritime) foraging economy and even as instances of pre-state structures. The proposed concepts were, to varying degrees, determined by external factors: personal political views, high-profile events, or government pressure. In 1897, Franz Boas recognized the potlatch ceremony—demonstrative exchanges of gifts and destructions of surplus, a practice exotic to Europeans—as an analogue of a credit operation. This interpretation, not empirically substantiated, originated from a public campaign to legalize potlatch. In the 1930s, Julia Averkieva, a Soviet intern of Boas, interpreted some fragments of her mentor’s teaching through the Marxist class theory framework, shifting the emphasis from potlatch to slavery: the Northwest Indians allegedly began the transition to slavery from a classless system in which the potlatch was an instrument for preserving property equality. Averkieva’s interpretation became canonical in the USSR, whilst also finding some reception outside the socialist camp. In the United States, relativistic cultural interpretations dominated; domestic evolutionary Marxist models were marginal and were not rooted in the Soviet tradition. However, after the collapse of the USSR, they also became part of the research mainstream, being criticized not only from the right, but also from the left—from anarchist viewpoints.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.003 |
| Science and technology studies | 0.013 | 0.010 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 0.000 |
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.
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".