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Record W2910354654 · doi:10.4095/213018

Surfical geology of the Cypress Lake and Wood Mountian map areas, southwestern Saskatchewan

2002· book· en· W2910354654 on OpenAlexaffabout
R W Klassen

Bibliographic record

Venuenot available
Typebook
Languageen
FieldEarth and Planetary Sciences
TopicGeology and Paleoclimatology Research
Canadian institutionsNatural Resources Canada
Fundersnot available
KeywordsGeologyBedrockGrasslandAridPhysical geographyVegetation (pathology)Glacial periodQuaternaryGeomorphologyHydrology (agriculture)GeographyPaleontologyEcology

Abstract

fetched live from OpenAlex

Six landscape complexes were identified in the Cypress Lake and Wood Mountain map areas on the basis of similarities in their geomorphology and geology. Bedrock terrain with drift is the oldest complex identified and consists of unglaciated terrain formed mainly by fluvial and mass-wasting processes during the Late Tertiary. Successively younger glaciated landscapes are designated as bedrock terrain with residual drift, bedrock terrain with drift, first-advance drift, interlobate drift, and last-advance drift. A north to south forest-grassland transition was established across the regional drainage divide about 14 ka. Prairie grassland vegetation covered the southern slopes of the uplands and a belt of forest-grassland transition had shifted well to the north of the map area at the beginning of the Holocene. Three major changes in climate are indicated by the unglaciated landscapes of the Cypress Hills and Wood Mountain uplands, and the landscapes of the surrounding glaciated plains. The upland landscapes formed under arid to semi-arid Late Tertiary climates and contrast sharply with the glaciated landscapes shaped by the Late Wisconsinan Laurentide ice sheet. Climatic warming resulted in deglaciation, followed by a wet interval between 14 and 7 ka, a dry interval between 7 and 5 ka, and a return to somewhat wetter conditions from about 4 ka to the present.

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 score0.204
Threshold uncertainty score0.410

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.002
Science and technology studies0.0010.000
Scholarly communication0.0010.000
Open science0.0000.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0040.000

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 head0.014
GPT teacher head0.200
Teacher spread0.187 · 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

Citations0
Published2002
Admission routes2
Has abstractyes

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