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Record W3090226654 · doi:10.1190/segam2020-3428466.1

A comparison of MobileMT with ZTEM and HELITEM over isolated conductors in the Athabasca Basin, Saskatchewan, Canada

2020· article· en· W3090226654 on OpenAlexaffabout
Francis Moul, Ken Witherly

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldEarth and Planetary Sciences
TopicGeophysical and Geoelectrical Methods
Canadian institutionsCondor Petroleum (Canada)
Fundersnot available
KeywordsStructural basinGeologyElectrical conductorEnvironmental scienceGeomorphologyEngineeringElectrical engineering

Abstract

fetched live from OpenAlex

MobileMT is a relatively new heliborne natural field electromagnetic (NFEM) system which measures the magnetic field response due to telluric currents in the 30 Hz to 20 kHz range. By comparison, the ZTEM NFEM system, in commercial use for more than a decade, operates in a range from 22 Hz to 720 Hz. The HELITEM active source heliborne time-domain electromagnetic (HEM) system is a variant of the concentric-loop configuration (like VTEM and SkyTEM) commonly used on mineral exploration projects. Both ZTEM and HELITEM represent good standards for comparison against any new airborne electromagnetic (EM) technology. We examine data from recent surveys using all three of these systems in a common study area. The study area contains a series of linear conductors in a relatively resistive host, close to the margin of the Athabasca Basin, Saskatchewan, Canada. The surveys were completed on identical or nearly identical flight lines oriented approximately perpendicular to the strike of the conductors. The MobileMT responses and inverted conductivity results are compared with those from ZTEM and HELITEM at a variety of depths to examine the system performance. The MobileMT and ZTEM apparent conductivity results are found to be very similar at common frequencies. Presentation Date: Wednesday, October 14, 2020 Session Start Time: 8:30 AM Presentation Time: 10:35 AM Location: 351D Presentation Type: Oral

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)0.001
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: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.058
Threshold uncertainty score0.118

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.003
Science and technology studies0.0010.001
Scholarly communication0.0010.000
Open science0.0010.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

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 head0.019
GPT teacher head0.240
Teacher spread0.221 · 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

Citations3
Published2020
Admission routes2
Has abstractyes

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