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Record W2913015106

Proceedings of the 15th Western Canadian Conference on Computing Education

2010· article· en· W2913015106 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldComputer Science
TopicInformation Systems Education and Curriculum Development
Canadian institutionsUniversity of British Columbia, Okanagan CampusUniversity of British Columbia
Fundersnot available
KeywordsLibrary scienceOutreachPresentation (obstetrics)PleasureComputer sciencePolitical scienceMedia studiesOperations researchSociologyPsychologyEngineeringLaw
DOInot available

Abstract

fetched live from OpenAlex

Welcome to the 15th Western Canadian Conference on Computing Education (WCCCE 2010)! It was very encouraging to receive a large number of high quality submissions for papers, panel discussions, and workshops from all over Canada, and the rest of the world. The Conference Committee members and the reviewers faced quite a challenge deciding what to accept/reject for presentation. It gives me a lot of pleasure that we have been successful to invite four keynote speakers of national and international fame from Canada and the United States. I am sure that all delegates will enjoy the very informative presentations by the keynote speakers Dr. Marcia C. Linn (University of California, Berkeley), Dr. Donald Chinn (Institute of Technology at the University of Washington), Dr. David Kaufman (Simon Fraser University, Burnaby), and Don Slater (Carnegie Mellon University). Since last year, WCCCE runs in cooperation with ACM and SIGCSE. As part of this in cooperation status, the proceedings will be included in the ACM Digital Library. This year, we succeeded in getting funding from the ACM outreach program to bring the Alice workshop to the conference.

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.

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: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.954
Threshold uncertainty score0.629

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 science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.011
GPT teacher head0.239
Teacher spread0.228 · 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