Bibliographic record
Abstract
Avalon Rare Metals Inc. is a mineral development company focused on rare metal deposits in Canada. Its flagship the 100%-owned Nechalacho Deposit located at Thor Lake in the Northwest Territories, is emerging as one of the world's largest undeveloped rare earth elements resources. As of May 2012, 85,240 metres of drilling at a cost of more than Canadian dollar (C) $57m ($57.8*) had been completed in exploring and developing the Nechalacho property. With the NI 43-101 update released in July 2012, estimated measured mineral resources in the Basal Zone are 8.90m tonnes, grading 1.64% TREO (lanthanum to lutetium plus yttrium) and 21.7% HREO/TREO, using the base case C$260 ($263)/tonne net metallurgical return (NMR) cut-off. [We want to] complete our Nechalacho feasibility, get financing and begin construction of the project, [Pierre Neatby] told IM.
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 imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.004 | 0.003 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.003 | 0.002 |
| Insufficient payload (model declined to judge) | 0.609 | 0.541 |
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 source (direct Gemma or distilled Codex), 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".