Bibliographic record
Abstract
Recent analyses of the Promontory Caves assemblages by Ives and colleagues (Billinger and Ives 2015; Hallson 2017; Ives 2014; Ives et al. 2014; Reilly 2015) have renewed interest in Julian Steward’s (1937) hypothesis that the thirteenth century inhabitants of the Promontory Caves have ties to Northern Dene language-speakers, thus shedding new light on Dene migration and Apachean origins. These studies have largely focused on the similarities between Northern Dene and Promontory moccasins, but other artifact classes—namely fibre perishables—have yet to be examined. This paper synthesizes conclusions drawn from the author’s prior research into matting and cordage recovered from the Promontory Caves in comparison to a neighboring Fremont cordage assemblage from the site of Lakeside Cave, with some suggestive differences emerging from material, structure, and knot types. These preliminary results suggest avenues for future comparative analyses of the Promontory perishable artifacts.
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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 | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.005 | 0.007 |
| Science and technology studies | 0.003 | 0.002 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 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 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".