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
Zooarchaeological analysis is employed to determine the nature of social relationships within a Pacific Northwest Coast post-and-beam house dated to c. AD 200–650. Evaluation of faunal distribution patterns indicates that House 2 at the Dionisio Point site was occupied by a social group characterized by relative equality, rather than marked status differences. This provides an alternative, with a shift in emphasis, to initial interpretations. The implications include a House 2 household consisted of comparatively egalitarian, likely multi-lineage families that were members of an aggregate village. In the context of regional village settlement, these findings support the interpretation of site inhabitation focused on early spring to summer. The Dionisio Point data reflect the variation in Northwest Coast household composition. For studies of social organization within large households in other periods and places, the indication is that variability may exist but remain hidden from view until several sources of material evidence become available.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.008 |
| Scholarly communication | 0.000 | 0.001 |
| 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