Bibliographic record
Abstract
This year's 2023 GAC-MAC Annual Meeting returns to Sudbury after a 24 year absence, with the Society for Geology Applied to Mineral Deposits (SGA) as a partner.Sudbury's unique location at the junction between the Archean Superior Province, Proterozoic Southern and Grenville provinces, and Paleozoic-Quaternary cover sequences, offers opportunities to attend field trips in a wide variety of geological settings from Archean greenstone belts to Proterozoic glaciogenic rift-drift sequences to Paleozoic passive platformal sequences.Sudbury also sits on the worldrenowned Sudbury impact structure, is the world's premiere nickel-copper mining district, and is located within three hours drive of the prolific Abitibi-Wawa greenstone belt, which is famous for its world-class gold deposits and copperzinc volcanogenic massive sulphide deposits.All of these add up to an impressive offering of ten pre-and post-conference field trips lasting one to four days.
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 | 0.004 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.003 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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".