Canada in 3D (C3D) the next generation view of the geology of Canada
Bibliographic record
Abstract
The Canada in 3D (C3D) National Geological Surveys Committee (NGSC) project web portal (https://canada3d.geosciences.ca/) is reported on in this video. A less than ten-minute video summarizes the vision, key purpose and goals of C3D with the portal development and highlights some use cases for mineral exploration with regional scale 2D and 3D maps and models. The portal represents the Phase -1 stage of development with a north of 60o bedrock compilation, query capability and numerous supporting internet links to GEM, TGI program and C3D publications, and the initial renderings of 3D models from a variety of projects. Please visit the web portal for more details. The C3D portal is an ongoing project of the NGSC-C3D project, hosted by the Open Geoscience program of the Geological Survey of Canada. It will be periodically updated, with new geoscience information and enhanced as new web services technology evolves.
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 | 0.001 | 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) | 0.002 | 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".