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Record W4392264722 · doi:10.5382/sp.20.01

Tectonic and Structural Controls on Diamondiferous Kimberlite and Lamproite and Their Bearing on Area Selection for Diamond Exploration

2018· book-chapter· en· W4392264722 on OpenAlexaff
Herwart Helmstaedt

Bibliographic record

Venuenot available
Typebook-chapter
Languageen
FieldEarth and Planetary Sciences
TopicGeological and Geochemical Analysis
Canadian institutionsQueen's University
Fundersnot available
KeywordsKimberliteArcheanCratonGeologyGeochemistryProterozoicLithosphereTectonicsEclogiteGreenstone beltDiamondPetrologyMantle (geology)PaleontologySubductionChemistry

Abstract

fetched live from OpenAlex

Abstract Tectonic histories and structural settings of the Diavik, Murowa, Argyle, and Bunder deposits—two kimberlitic- and two lamproitic-hosted diamond resources, respectively—are described to bring attention to similarities and differences that may help to better understand their tectonic and structural controls, and to derive some general principles about the evolution of primary diamond deposits that may be applicable to diamond exploration. As the evolution of all four deposits was multistage and took place over billions of years, possible tectonic and structural controls were assessed for the entire history of their host cratons. To facilitate comparison, each craton is discussed in five stages: (1) Mesoarchean lithosphere formation, (2) Neoarchean overprint of Early Archean protocontinental nuclei leading to cratonization, (3) Proterozoic breakup of Archean cratons and postbreakup modifications until kimberlite/lamproite emplacement, (4) tectonic and structural controls of emplacement, and (5) postemplacement preservation and erosion of diamondiferous host rocks. Whether kimberlite or lamproite, the formation and survival of cool Early Archean P-type roots, or remnants thereof, were essential requirements for deposit formation. Beginning with the breakup of the Archean protocratons, the tectonic settings of the kimberlitic and lamproitic deposits diverged significantly. The Murowa and Diavik deposit sites remained well within the Mesoarchean nuclei of their respective cratons while passive rifting occurred at craton margins, whereas the Argyle and Bunder deposits are located above or near the rifted Proterozoic craton margins. Higher P-type diamond grades survived in the roots sampled by the kimberlites than in those sampled by the lamproites. Additions of Proterozoic eclogites with subduction signatures to preexisting, relatively cool craton roots significantly improved the diamond grade of the Diavik kimberlite and raised the grade of the Argyle lamproite from uneconomic to one of the highest-grade deposits (by carats) in the world. As to kimberlite and lamproite emplacement, no definitive correlations with plume events can be made for any of the deposits, though a case can be made for some that plate margin processes were involved in metasomatic enrichment at depth as well as triggering the melting process. Emplacement sites for all four deposits were controlled by local structures.

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 score0.031
Threshold uncertainty score0.062

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.001
Scholarly communication0.0010.000
Open science0.0000.000
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 head0.020
GPT teacher head0.191
Teacher spread0.172 · 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

Citations5
Published2018
Admission routes1
Has abstractyes

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