PDAC 2016: : Juniors trial alternative business models to tempt investors
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Today the market doesn't want to see a preliminary economic assessment (PEA), that's not what's important now, Kiril Mugerman, CEO of TSX-V-listed rare earths developer, GeoMega Resources Inc., told IM. DNI Metals Inc., another Canada-based exploration company, is tackling the graphite market in a different way. DNI is buying graphite from Brazil and processing it, before selling the resulting material to end users in small quantities to build up a customer base for its own graphite project in Madagascar. [Jon Hykawy] cautioned that the 25,000 tonne overlap is not a large margin of error, however. of these [new lithium] projects aren't completely financed and there should be some concern about supply, but not all lithium goes into batteries. Some of it is lower value and used for things like greases and there is some elasticity in market segments, he said.
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.
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.001 |
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 it