Outpost Gardening in Interior Alaska: Food System Innovation and the Alaska Native Gardens of the 1930s Through the 1970s
Bibliographic record
Abstract
For over a century, various forms of crop cultivation, including family, community, and school gardens were a component of the foodways of many Alaska Native communities. This paper describes the history of these cropping practices in Athabascan communities of the Tanana and Yukon Flats regions of Alaska, and reveals a distinct agricultural tradition with roots that reach back as far as the late 1800s. Though American colonists, bureaucrats, and missionaries to the state saw agriculture as a mechanism for the economic development of the territory, gardening instead fulfilled a niche within local foodways that was perhaps best characterized by Karl E. Francis (1967) as “outpost agriculture,” valued not for its role as an exclusive means of subsistence, but as one of many equally important components in a flexible and diversified subsistence strategy. Nevertheless, these cropping activities are not widely considered to be either customary or traditional to Alaska Native communities, nor have they been incorporated into the historical and ethnographic literature about Alaska and about high-latitude agriculture at large. Because the use of and access to land and natural resources as practiced by Alaska Natives is heavily regulated by a state and federal legal framework based upon definitions of what is and is not “customary and traditional,” failure to recognize the long history of farming and gardening in rural Alaska has consequences for communities that are experimenting with new community gardens and other innovative responses to rapid ecological, climatic, and socioeconomic change.
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 distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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 teacher head, 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".