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Record W2163155343 · doi:10.7202/1000306ar

Dissolution et précipitation des carbonates en relation avec le gel principalement au Québec : essai de mise au point

2011· article· fr· W2163155343 on OpenAlexaffvenueabout
Camille Ek

Bibliographic record

VenueGéographie physique et Quaternaire · 2011
Typearticle
Languagefr
FieldEarth and Planetary Sciences
TopicClimate change and permafrost
Canadian institutionsUniversité de Montréal
Fundersnot available
KeywordsHumanitiesPhilosophyChemistryArt

Abstract

fetched live from OpenAlex

Les descriptions de formes de dissolution importantes dans les calcaires et dolomies sont jusqu’ici relativement rares au Québec. Par contre, des phénomènes de précipitation sont décrits en de nombreux endroits, et plusieurs études ont déjà été consacrées, en particulier, aux concrétions de carbonate de calcium qui s’observent dans les sédiments quaternaires. Les travaux — et surtout les plus récents — relatifs à ces précipitations sont passés en revue, et les hypothèses génétiques des divers auteurs sont résumées et discutées, en particulier en ce qui concerne l’influence des basses températures (autour de 0°C). Certaines des concrétions se sont assurément formées à proximité immédiate d’un pergélisol; d’autres sont postérieures à tout pergélisol; mais toutes sont de climat frais ou froid. En ce qui concerne la nature des interventions biologiques dans le concrétionnement du carbonate de calcium à ces basses températures, certains des auteurs cités considèrent qu’elle est directe; elle pourrait cependant être indirecte et s’exercer par l’intermédiaire de l’influence des micro-organismes sur les conditions physicochimiques du milieu.

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)0.001
metaresearch head score (Gemma)0.001
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.030
Threshold uncertainty score0.188

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.003
Science and technology studies0.0020.002
Scholarly communication0.0020.001
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0030.000

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 head0.045
GPT teacher head0.259
Teacher spread0.214 · 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

Citations2
Published2011
Admission routes3
Has abstractyes

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