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Value of mineral deposits associated with mafic and ultramafic magmatism: Implications for exploration strategies

2015· article· en· W1201702739 on OpenAlexaff
Dave Peck, M. A. E. Huminicki

Bibliographic record

VenueOre Geology Reviews · 2015
Typearticle
Languageen
FieldComputer Science
TopicGeochemistry and Geologic Mapping
Canadian institutionsBrandon University
Fundersnot available
KeywordsUltramafic rockGeologyGeochemistryChromiteMaficPlatinum groupVolcanogenic massive sulfide ore depositChromititeMineral explorationPetrologyOphiolitePyritePlatinumChemistry

Abstract

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Magmatic ore deposits associated with ultramafic and mafic magmatism (MODUM) include nickel sulfide deposits that are locally enriched in copper, cobalt, platinum group elements and gold, a diverse range in platinum group element deposit types, oxide- and silicate-related nickel–cobalt laterite deposits formed by weathering of ultramafic bodies, and massive and stratiform accumulations of chromite, ilmenite and vanadium-bearing magnetite. Magmatic ore deposits associated with ultramafic and mafic rocks span most of earth's history and are well represented on all continents, and in all climatic zones and physiographic regions. Currently, these deposits are estimated to account for approximately 7% of the total value of annual global metal and mineral mining. They include the world's greatest concentration of metals — the Bushveld Complex, which has an estimated total metal endowment value, representing past production and current reserves and resources, of $US 3.6 trillion. Recent trends in exploration spending for mafic to ultramafic magmatic ore deposits compared to commodity market size and production value indicate a significant under-investment in exploration for magmatic chromite, ilmenite–vanadium and polymetallic disseminated copper–nickel–platinum group element sulfide deposits. Historically, exploration of mafic to ultramafic magmatic belts has commonly involved a narrow range of deposit models, geological environments and exploration methods. A value-based and more holistic approach to exploration for mafic to ultramafic magmatic ore deposits is proposed that captures a larger range of known mineralization styles, settings and commodities. A focus on high-value deposits providing excellent operating margins and long mine life is recommended as a starting point for new programs. However, by recognizing the full range of possible mineralization styles and understanding mineral economic thresholds, future explorers can expand the search area and methodology and increase the probability of discoveries that create value. Assuming that commodity prices continue to rise with declining average grades, current global resources hosted by mafic to ultramafic magmatic ore deposits are adequate to meet global demand for nickel, platinum group elements (PGE), chromium and vanadium for many decades to come. Despite this, the high net smelter return (NSR) value of many types of MODUM deposits provides ongoing economic motivation for both greenfields and brownfields exploration in these strategically important deposits. Furthermore, the large range in producer costs for key MODUM commodities such as nickel, copper and PGE provides significant opportunities for new projects to displace existing, higher-cost operations on the industry cost curve. The known clustering of high-value deposits within discrete magmatic belts (e.g., nickel sulfide and nickel laterite deposits) is an additional motivation for exploration investment as it allows exploration to focus early in areas of higher mineral potential. Additional incentives for MODUM exploration include the cumulative size and maturity of MODUM commodities that reduce investment risk and thereby appeal to junior explorers, mid-cap explorers and developers and major, multi-national mining companies. The economies of scales that were successfully applied to mining of large porphyry copper deposits for many decades could have a similar positive impact on a large number of advanced MODUM projects, especially polymetallic sulfide deposits capable of generating high value concentrates having significant base metal and precious metal contents.

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: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.822
Threshold uncertainty score0.344

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 head0.059
GPT teacher head0.283
Teacher spread0.223 · 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 designTheoretical or conceptual
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

Citations37
Published2015
Admission routes1
Has abstractyes

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