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Record W4206255772 · doi:10.4138/atlgeol.2021.007

Geological Association of Canada-Newfoundland and Labrador Section Abstracts: Spring Technical Meeting, February 22 and 23, 2021

2021· article· en· W4206255772 on OpenAlexaffvenueabout
Anne Westhues, Jared Butler, James Conliffe, Shawn Duquet, S. Hashmi, Zsuzsanna Magyarosi, Annie Parrell, Stephanie Abbott, Alison Leitch, José Francisco Val Álvaro, Philippe M. Belley, Michael W. Dunham, Alison Malcolm, J. Kim Welford, Sarah Greene, Steven Lethbridge, John W.F. Waldron, Sandra M. Barr, P. J. A. McCausland, David I. Schofield, Lei Wu, Doug Reusch

Bibliographic record

VenueAtlantic Geology · 2021
Typearticle
Languageen
FieldEarth and Planetary Sciences
TopicGeological Studies and Exploration
Canadian institutionsMcGill UniversityWestern UniversityAcadia UniversityUniversity of AlbertaGovernment of Newfoundland and LabradorMemorial University of Newfoundland
Fundersnot available
KeywordsTributeGeological surveyLibrary scienceSection (typography)SupporterSession (web analytics)GeologyArchaeologySpring (device)WatsonCLARITYHistoryEngineeringPaleontology

Abstract

fetched live from OpenAlex

The Annual Technical Meeting was held virtually on February 22 and 23, 2021 from various home offices, dens, and bedrooms across St. John’s, Newfoundland and Labrador and beyond.This year the meeting kicked off on Monday with a Special Session to pay tribute to R. Frank Blackwood who passed away in the summer of 2020. Frank was a strong supporter of bedrock mapping, mineral exploration, and the mining industry in Newfoundland and Labrador which is reflected in the following abstracts. Tuesday featured a General Session with presentations on a wide range of geoscience topics.As always, this meeting was brought to participants by volunteer efforts and would not have been possible without the time and energy of the executive and other members of the section such as Anne Westhues, Jared Butler, James Conliffe, Shawn Duquet, Sarah Hashmi, Zsuzsanna Magyarosi, Annie Parrell, and Karen Waterman. The organizers are also indebted to their sponsors, particularly the Geological Association of Canada, Department of Earth Sciences (Memorial University of Newfoundland), and the Geological Survey of Newfoundland and Labrador, Department of Energy, Industry, and Technology.Although the abstracts are modified and 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 distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.190
Threshold uncertainty score0.598

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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.

Opus teacher head0.008
GPT teacher head0.183
Teacher spread0.175 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2021
Admission routes3
Has abstractyes

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