Gélifluxion néoglaciaire dans une combe à neige à la limite des arbres, Québec nordique
Bibliographic record
Abstract
Le versant oriental des cuestas littorales du golfe de Richmond (lac Guillaume-Delisle) présente des conditions d'enneigement contrastées reliées à la topographie. La végétation et les sols sont reliés à une chronoséquence engendrée par le relèvement isostatique et à une toposéquence mettant en relief l'enneignement et le déneigement des sites. Dans les dépressions topographiques importantes, le déneigement tardif favorise l'établissement d'une flore chionophile et l'incidence d'une gélifluxion en nappe. La datation radiocarbone des sols enfouis d'une grande combe à neige montre que la gélifluxion était active vers 3200-3000 BP, vers 2600-2400 BP et après 800 BP, plus particulièrement après 500-400 BP. Ces périodes correspondent à des épisodes froids et humides reconnus dans d'autres travaux. La chronologie 14C de la gélifluxion dans la combe à neige étudiée couvre une partie seulement de l'éventail des périodes de gélifluxion enregistrées jusqu'à ce jour au Québec.
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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 | 0.000 | 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 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".