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Record W6992622238

Mahony and Tunago, Adjoining but Contrasted Karst Plateaus in the NT, Canada

2020· article· en· W6992622238 on OpenAlexaboutno aff

Bibliographic record

VenueTopSCHOLAR (Western Kentucky University) · 2020
Typearticle
Languageen
FieldEarth and Planetary Sciences
TopicKarst Systems and Hydrogeology
Canadian institutionsnot available
Fundersnot available
KeywordsKarstSinkholePermafrostPlateau (mathematics)CaveHydrology (agriculture)Spring (device)Carbonate rockGroundwaterPennsylvanian
DOInot available

Abstract

fetched live from OpenAlex

West of Great Bear Lake (Lat. 65-66O N; 157 m asl) Canadian Shield rocks are overlain by bedded dolomites (Ordovician) forming a glaciated plateau dipping gently west. A spillway divides it into (i) 'Mahony Dome' (south side, ~1000 km2, ≤460 m asl) and (ii) 'Tunago Dome' (north, ~750 km2, ≤360 m asl). Both drain karstically, chiefly to springs in the spillway. MAT range is -7o to -10oC, precipitation 200-350 mm. Permafrost is widespread to continuous except beneath lakes. Mahony Dome is a plain, with droughty muskeg at the centre (the world's most extensive ‘alvar'?), draining to sinkholes around the perimeter. Larger, glacier-scoured, depressions are/were occupied by karst lakes displaying a progression from (i) perennial lakes, with seasonal overflow; (ii) perennial, no overflow; (iii) seasonally shrinking lakes; (iv) fully drained, with sinkholes: This is likely correlated with the groundwater hydraulic gradients. A small sector of Tunago Dome generally above ~325 m asl is similar, but terrain below it is dissected into tabular blocks (very large clints) with muskeg swamps between them. Deep hydraulic depressions scoured at upstream corners of clints or at narrowings in interclint corridors now function as the local sinkholes. This tabular terrain is the product of sub-glacial floods tearing up a pre-existing shallow karst pavement, a type of 'scablands' noted elsewhere in north-ern Canada, but not at this scale; the technical presence of permafrost does not inhibit modern karstic drainage here, in contrast to the situation in the centre of Mahony Dome.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation 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 score0.561
Threshold uncertainty score0.718

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
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 head0.016
GPT teacher head0.150
Teacher spread0.135 · 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.

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

Citations0
Published2020
Admission routes1
Has abstractyes

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