Overview of the Atlin Intergrated Geoscience Project, northwestern British Columbia
Bibliographic record
Abstract
The Atlin Integrated Geoscience Project is a three-year initiative designed to advance our understanding of the geological evolution and mineral-resource potential of the northern Cache Creek Terrane, principally through the application of geophysical and geological mapping surveys within the Atlin map area. The project was launched in 2000, with the collection of aeromagnetic data funded by the federal government's Targeted Geoscience Initiative. During 2001, matching funding by the British Columbia Geo-logical Survey Branch permitted systematic bedrock mapping at a scale of 1:50 000 in the southern project area, and follow-up ground-based, magnetic and reconnaissance geological surveys of postaccretionary plutonic bodies. This work was conducted in partnership with geoscientists from Canadian and European uni-versities. The geological mapping components were enhanced by geochemical, isotopic, and geo- and biogeochronological data. Four thesis projects will evaluate sequence stratigraphy, volcanic environments and petrogenesis, origin of ultramafic bodies, and tectonic evolution of serpentinite mélange belts.
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 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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| 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) | 0.007 | 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".