A Meaningful metric to compare the value and Prospectivity of Clay-Hosted regolith rare earth element deposits
Bibliographic record
Abstract
• A new metric has been developed that encompasses critical parameters that influence valuation of clay hosted regolith REE deposits. • The metric has been validated with public domain MRE data for ten ionic clay REE deposits. • A crucial component of the metric is the HREO/TREO ratio, which reflects the proportion of valuable magnet REEs NdPr and DyTb. • The metric also incorporates Sc, which is enriched in regoliths derived from HREO-rich alkaline mafic and ultramafic source lithologies. • High value DyTb and Sc impact the basket price of critical metal-rich metallurgical products and may influence project commercial viability. The criticality of rare earths to the global economy has resulted in a significant increase in exploration and development proposals. However, tools to evaluate the merit of competing projects have not developed at the same pace as the number of investment opportunities. Mining professionals have a duty of care to simplify exploration results that could impinge on investment decisions. This paper provides a framework for explorationists, and the investing community that is more transparent when evaluating projects and making investment decisions. The lowest capital expenditure (CapEX) surficial rare earth element (REE) deposits are leachable ionic clay hosted deposits formed by release of REEs from primary minerals during tropical and sub-tropical chemical weathering. Under these conditions mobile REEs migrate as aqueous complexes and are adsorbed onto kaolinite, halloysite and smectite group clays or are precipitated as secondary REE-bearing minerals. The chemistry of source lithologies plays a major role deposit geochemistry. Depending on source mineralogy, clay hosted systems above granites are typically enriched in light REE elements (LREE-La, Ce, Pr, Nd and Sm) or heavy REE elements (HREE-Eu, Gd, Tb, Dy, Ho, Er, Tm, Yb and Lu). However, clay hosted REE systems above mafic and ultramafic alkaline intrusions are enriched in the high value heavy REE elements and importantly the critical element scandium. Assessing investment prospects for regolith clay-hosted REE deposits requires evaluation of factors, beyond simply considering resource tonnage and rare earth oxide (REO) concentration. To simplify valuation assessments and thus allow effective comparisons between regolith-hosted clay REE projects, we have devised a metric encompassing critical parameters influencing project value. These include total REO concentration, heavy REO to total REO ratio, proportions of all REOs, and USD/kg pricing of the REOs. Scandium’s inclusion acknowledges its common enrichment in regolith profiles derived from heavy rare earth element (HREE)-rich alkaline mafic source lithologies. We demonstrate this metric using publicly available data for ten clay-hosted regolith REE deposits. Valuations strongly depend on REE prices that are influenced by Chinese market control. The recent price drop of Dy and Tb could impact the commercial viability of projects outside China by making investors vulnerable to short term fiscal risk and potentially preventing investment in new mines. Viability of REE projects does not only depend on total REO content (grade). Given the predicted supply chain deficit for DyTb, the ratio of HREE (DyTb) to LREE (NdPr) is an additional important value factor to be considered. In addition, to ensure environmental feasibility, ores should also have low radioactivity thus mitigating against potential roadblocks common with primary REE and placer REE deposits. Other factors are the size and distribution of tenements, the geopolitical jurisdiction and the taxation and royalty regime where tenements are located.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".