Pacific Northwest Archaeological Society (PNWAS) News Bulletins, 2003
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.
Bibliographic record
Abstract
These are the 2003 Pacific Northwest Archaeological Society (PNWAS) News Bulletins with activities of the society for that year. In 2003 we had a busy year, especially since we held, with PNWAS as the critical volunteers, an International Wet Sites Conference called the 10th International Wetlands Archaeological Research Project (WARP): Wet Sites Connections--Linking Indigenous Histories, Archaeology and the Public. The conference was held at South Puget Sound Community College, Olympia, WA, on August 1-4, 2003. The program went very well with over 106 presenters from England, Ireland, New Zealand, the Netherlands, Ukraine, Japan, Canada and the US. The wet site at Qwu?gwes was featured with a session presented by students and a site visit in the rain! The PNWAS volunteers helped with registration and monitoring conference rooms (thank you!). We also continued excavations at the Qwu?gwes wet site with PNWAS volunteers.
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 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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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 it