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Record W2162331368 · doi:10.7202/020310ar

The development of scree slopes in the English Lake District and Central Québec-Labrador

2005· article· fr· W2162331368 on OpenAlexfundvenueaboutno aff
Jeanette Andrews

Bibliographic record

VenueCahiers de géographie du Québec · 2005
Typearticle
Languagefr
FieldAgricultural and Biological Sciences
TopicSoil erosion and sediment transport
Canadian institutionsnot available
FundersUniversity of NottinghamUniversity of CambridgeMcGill University
KeywordsPhysical geographyForestryGeographyGeology

Abstract

fetched live from OpenAlex

Ce texte est une étude comparée des talus d'éboulis du Lake District de Grande-Bretagne et de la partie centrale de l'Ungava-Labrador (région de Schefferville). Après avoir analysé les caractéristiques topographiques, lithologiques et sédimento-logiques des talus d'éboulis considérés, ainsi que les conditions de leur genèse en relation avec les facteurs morpho-climatiques, l'auteur pose en conclusion que les talus d'éboulis étudiés sont des formes périglaciaires sub-actuelles liées à un climat plus froid que le climat actuel.

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 distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.881
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.003
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.008
GPT teacher head0.182
Teacher spread0.175 · 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 teacher head, not a consensus.

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

Citations25
Published2005
Admission routes3
Has abstractyes

Explore more

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