3D Morphometric Analysis of Late Paleoindigenous Projectile Points from the Mackenzie I Site, Northwestern Ontario, and surrounding regions
Bibliographic record
Abstract
Despite decades of archaeological investigations into the presence of people in northwestern Ontario during the late Pleistocene and early Holocene there is still a tenuous understanding of the timing and origins of those past groups that moved across the region. This is mainly a result of small sample sizes, acidic soils (that degrade organic materials) and low recoveries of diagnostic tools such as projectile points. The discovery of an uncharacteristically large Paleoindigenous site, the Mackenzie I site, east of Thunder Bay, yielded recoveries of artifacts in numbers never seen in the region. The exceptionally large number of projectile points recovered from this site offers a unique opportunity to examine Paleoindigenous activity. Projectile points are considered to contain a significant amount of cultural information in their shape, and in the method of manufacture used for shaping them, largely because they are the most “complex” of stone tools recovered. The recoveries from the Mackenzie I site allow for an in-depth analysis both from an intra-site perspective, as well as a comparison from an inter-region perspective using samples from Manitoba, Minnesota and across northwestern Ontario. In conjunction with a GIS density analysis to identify spatial clusters across the site, a 3-dimensional geometric morphometric (3DGM) examination of the morphological traits of the projectile points is completed. The resulting information offers insight in both how the site was used over time as well as highlighting stylistic variability between the identified areas of the site. Furthermore, part of the 3DGM results from the inter-region comparison indicate that shape variation from the Mackenzie I site is markedly different from all other samples, representing a restricted range of variation suggesting the site was occupied for a brief period of time. These findings contradict previous research, specifically for Minong beach sites, that suggested morphological variation within the region was continuous and multimodal, with attributes varying widely from site to site. Furthermore, additional impressionistic and typological analysis suggests that there is a close relationship stylistically between the points from the Mackenzie I site and western forms such as Jimmy Allen or possibly Angostura. This type of research has never been completed within the region and offers a glimpse into the activities and occupation of the largest Paleoindigenous site in northwestern Ontario.
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.004 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 0.001 |
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".