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Record W2333697894 · doi:10.1071/aseg2004ab044

Lithospheric magnetotelluric imaging in canada: significance to diamond exploration

2004· article· en· W2333697894 on OpenAlexaffabout
Ian J. Ferguson, Alan G. Jones, Xiànghóng Wú, James A. Craven

Bibliographic record

VenueASEG Extended Abstracts · 2004
Typearticle
Languageen
FieldEarth and Planetary Sciences
TopicGeophysical and Geoelectrical Methods
Canadian institutionsGeological Survey of CanadaUniversity of Manitoba
Fundersnot available
KeywordsGeologyLithosphereMagnetotelluricsCratonAsthenosphereKimberliteMantle (geology)GeophysicsDiamondSubductionArcheanCrustTectonicsPetrologySeismologyElectrical resistivity and conductivityGeochemistry

Abstract

fetched live from OpenAlex

Deep magnetotelluric (MT) surveys provide information on thickness, electrical resistivity and tectonic history of Precambrian lithosphere that is relevant to diamond exploration. In regions where lithosphere is electrically resistive, its thickness can be inferred from the observed depth of a conductor at 100 km to 300 km taken as defining the top of the electrical asthenosphere. In some locations high conductivity is observed within the lithosphere and, at depths above the diamond stability field, may be attributed to the presence of graphite. The form of crustal and upper mantle conductors, interpreted with deep seismic information, provides information that can be used to constrain the tectonic history of a region, eg, defining the geometry of past subduction.Surveys in the Slave craton in northern Canada have identified an MT phase anomaly that is coincident with both a diamond-bearing Eocene kimberlite field and an upper mantle geochemical anomaly. The phase anomaly is explained by a conductor, with its upper surface at 80 to 120 km depth and the enhanced conductivity is interpreted as being due to graphite or an interconnected carbon grain-boundary film. In the western Superior Province in central Canada, MT surveys have delineated a mantle conductor at a depth of 130 km. The MT responses define the geoelectric fabric of both the crust and subcrustal lithosphere and indicate that the subcrustal lithosphere is of Archaean age.

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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.984
Threshold uncertainty score0.562

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
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 head0.012
GPT teacher head0.214
Teacher spread0.203 · 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
Published2004
Admission routes2
Has abstractyes

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