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Record W4237760047 · doi:10.4133/1.2922708

Geophysical Imaging of Palaeokarst Features and a Kaolinite Deposit at Sylvan, Manitoba, Canada

2000· article· en· W4237760047 on OpenAlex
V. Maris, I. J. Ferguson

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueSymposium on the Application of Geophysics to Engineering and Environmental Problems 2000 · 2000
Typearticle
Languageen
FieldComputer Science
TopicGeochemistry and Geologic Mapping
Canadian institutionsUniversity of Manitoba
Fundersnot available
KeywordsKaoliniteGeologyGeophysicsGeophysical imagingEarth scienceGeochemistryGeomorphology

Abstract

fetched live from OpenAlex

PreviousNext No AccessSymposium on the Application of Geophysics to Engineering and Environmental Problems 2000Geophysical Imaging of Palaeokarst Features and a Kaolinite Deposit at Sylvan, Manitoba, CanadaAuthors: V. MarisI. J. FergusonV. MarisUniversity of Manitoba Department of Geological Sciences, Winnipeg, Manitoba, Canada R3T 2N2 and I. J. FergusonUniversity of Manitoba Department of Geological Sciences, Winnipeg, Manitoba, Canada R3T 2N2https://doi.org/10.4133/1.2922708 SectionsAboutPDF/ePub ToolsAdd to favoritesDownload CitationsTrack CitationsPermissions ShareFacebookTwitterLinked InRedditEmail Abstract Introductory paragraph for this paper is available only in the PDF and GZipped PS filesPermalink: https://doi.org/10.4133/1.2922708FiguresReferencesRelatedDetails Symposium on the Application of Geophysics to Engineering and Environmental Problems 2000ISSN (online):1554-8015Copyright: 2000 Pages: 1255 publication data© 2000 Copyright © 2000 The Environmental and Engineering Geophysical SocietyPublisher:Environmental & Engineering Geophysical Society HistoryPublished Online: 30 Sep 2008 CITATION INFORMATION V. Maris and I. J. Ferguson, (2000), "Geophysical Imaging of Palaeokarst Features and a Kaolinite Deposit at Sylvan, Manitoba, Canada," Symposium on the Application of Geophysics to Engineering and Environmental Problems Proceedings : 1047-1056. https://doi.org/10.4133/1.2922708 Plain-Language Summary PDF DownloadLoading ...

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.

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: Bench or experimental · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.466
Threshold uncertainty score0.997

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 head0.002
GPT teacher head0.144
Teacher spread0.141 · 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