An Avonlea inhumation at Split-Rock Ridge, Big Dry Creek Valley, Eastern Montana High Plains
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
Side-notched arrowpoints, a knapping tool made of bone, perforated stone beads, Dentalium beads, a probable Olivella bead, and decorated and perforated mollusc shell pendants and scrap were found associated with a Late Precontact Period Native American skeleton. This individual, an adult male about 27–33 years old, had been interred in sand beneath a sandstone caprock near the top of a low ridge in a desiccated, open plains setting in Eastern Montana. The arrowpoints are of the Avonlea side-notched type. A detached 3rd maxillary molar from the weathered, fragmentary skeleton yielded an AMS radiocarbon age of 1,190 ± 40 B.P. The expertly crafted arrowpoints and knapping tool suggest that this individual's stone-tool production skills might have been highly valued by his compatriots. Contemporaneity among the arrowpoints is established by their association with this primary interment, and affords an opportunity to examine intra-assemblage morphology and variation among arrowpoints made by one or a few individuals, likely members of the same residential group.
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 | 0.000 |
| Science and technology studies | 0.002 | 0.005 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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 it