Atlantic Geoscience Society Abstracts: 46th Annual Colloquium & General Meeting 2020
Bibliographic record
Abstract
In the following pages, we are pleased to publish the abstracts of oral and poster presentations from the meeting on a variety of topics.Best undergraduate and graduate student presentations are recognized and indicated by an asterisk in the authorship.The meeting included several sessions: (1) Current Research in Hydrogeology and Environmental Geology in Atlantic Canada; (2) Recent Advances in the Carboniferous in the Maritimes; (3) Paleontology and Sedimentology in the Maritimes and Beyond; (4) Structure, Tectonics, and Magmatism of the Appalachian-Caledonides from Iapetus to Pangea; (5) Gold: an Atlantic Canada Perspective; (6) Geoscience Education; (7) Current Research in the Atlantic Provinces.Also included with the conference was a day-long short course/workshop on "QAQC methods in geochemical research and mineral exploration with a focus on gold assay quality control" delivered by Dr. C. Stanley (Acadia University).In addition, a Special Discussion session was held on "Being a Woman in the Field" chaired by A.M. Arnott and K. Vogler.The guest speaker at Saturday evening's banquet and social was Danielle Serratos (Director and Curator, Fundy Geological Museum) who gave a talk entitled "Not all those who wander are lost".Although the abstracts have been edited as necessary for clarity and to conform to Atlantic Geology format and standards, the journal editors do not take responsibility for their content or quality.
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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.003 | 0.002 |
| Insufficient payload (model declined to judge) | 0.285 | 0.161 |
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".