Bibliographic record
Abstract
Introduction 2. History of Whaling in Alaska and Barrow 2.1 History and the Current Status of Whaling 2.2 Barrow, Alaska 3. Annual Cycle of Whaling Activities in Barrow 4. Contemporary Whaling in Barrow 4.1 Social Organization and Management of Whaling 4.2 Spring Whaling and Fall Whaling 4.3 Butchering, Sharing and Distribution of Whale Products 4.4 Secondary Sharing and Distribution of a Whale 4.4.1 The Successful Captain's Feast after the Hunt 4.4.2Feasts at Apugauti, Nalukataq, Thanksgiving, Christmas and Messenger Feast 4.4.3Sharing of Whale Meat and Maktak within Barrow 4.4.4Sharing and Exchange of Whale Meat and Maktak with People Living Outside Barrow 4.4.5 Sale and Exchange of Whale Meat and Maktak 4.4.6 World View Concerning Whales and Whaling, and Its Changes 5. Characteristics and Importance of Contemporary Whaling in Barrow
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 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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.004 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.011 | 0.002 |
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".