Butchering Site Evolution Induced by Past and Recent Snowmelt Runoff: The Saunitarlik Site (JiEv‐15), Aivirtuuq Peninsula, Nunavik, Canada
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
A geoarchaeological study of a unique Inuit site in Nunavik was undertaken in order to document the impact of humans on the Arctic environment. The Saunitarlik archaeological site is located on the Aivirtuuq peninsula near Kangiqsujuaq (Nunavik), and it was used as a butchering site by Inuit in the 19th century. It consists of an open‐air midden containing thousands of bones lying in the bed of an intermittent stream. This study documents the transformation of soil at the Saunitarlik site as a result of butchering activities by comparing them with extra‐site soils. Chronostratigraphic and sedimentological analyses of extra‐site sections show a succession of facies associated with: (1) till reworked by the sea, (2) regressive shoreline deposits, (3) surface runoff deposits, and (4) eolian deposits. Surface runoff deposits that dominate the peninsula were linked to regional climatic variations. Micromorphology analyses of intra‐ and extra‐site sediments revealed that periglacial and surface runoff were the main factors influencing site evolution. The intra‐site sections are characterized by the presence of dark, greasy, and sandy organic matter layers. Chemical analysis of these layers using gas chromatography‐mass spectrometry (GC−MS) indicated the presence of well‐preserved animal fatty acids in the sediments.
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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 | 0.004 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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