Note sur un site à macrorestes végétaux tardiglaciaires au sud-ouest de Montréal, Québec
Bibliographic record
Abstract
À une cinquantaine de kilomètres au sud-ouest de Montréal, dans la région de Huntingdon, des dépôts littoraux attribués à la mer de Champlain renferment, vers 110 m d'altitude, deux minces lits organiques fossiles contenant des macrorestes de type arctique-alpin. La datation au radiocarbone de l'un des lits organiques a donné un âge de 10 480 ± 140 BP (Beta-8270). Le contexte géomorphologique, l'identification de la flore macrofossile et l'analyse pollinique indiquent que les lits organiques résultent du mélange, sur un estran tardiglaciaire, de macrorestes provenant de deux habitats d'une toundra sise à proximité du site.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 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) | 0.004 | 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".