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Record W1518484206 · doi:10.7202/032546ar

Analyse macrofossile et pollinique de paléosols de dunes en Hudsonie, Québec nordique

2007· article· fr· W1518484206 on OpenAlexvenueaboutno aff
Louise Filion

Bibliographic record

VenueGéographie physique et Quaternaire · 2007
Typearticle
Languagefr
FieldEarth and Planetary Sciences
TopicAeolian processes and effects
Canadian institutionsnot available
Fundersnot available
KeywordsForestryGeographyHumanitiesPollenArtBiologyEcology

Abstract

fetched live from OpenAlex

Les analyses macrofossile et pollinique de paléosols de dunes ont permis de reconstituer l'histoire de la végétation dans trois stations de l'Hudsonie. Dans les sites étudiés (lac Burton, grande rivière de la Baleine et Poste-de-la-Baleine), les spectres polliniques révèlent l'existence d'une phase d'afforestation d'une durée approximative de 1200-1300 ans, caractérisés par l'abondance de grains de pollen d'espèces arbustives. L'aulne vert domine les spectres associés à cette période dans les deux stations continentales et le bouleau glanduleux, ceux de la station de Poste-de-la-Baleine (milieu maritime). La présence de macrorestes d'épinettes dans tous les horizons humifères met en évidence la coexistence des arbres et des arbustes pionniers pendant cette phase d'afforestation. Pendant la phase forestière, ce sont les mêmes espèces arborescentes qui ont colonisé les dunes après chaque épisode éolien. L'abondance relative du pollen de Pinus et de Picea est restée à peu près constante. Certaines augmentations dans la représentation pollinique du bouleau glanduleux, des Ericaceoe et des Onagraceoe pourraient refléter l'influence déterminante des feux de forêt, laquelle s'exprime à travers une modification du rapport entre les milieux forestiers et les milieux arbustifs.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.050
Threshold uncertainty score0.100

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0010.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

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.

Opus teacher head0.011
GPT teacher head0.271
Teacher spread0.261 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

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".

Quick stats

Citations13
Published2007
Admission routes2
Has abstractyes

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