PRE-UNIVERSITY OUTREACH THROUGH A SPACE CAMP AND A KIRKNESS DISCOVERY CAMP
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.
Bibliographic record
Abstract
Attracting high-school students to science,technology, engineering and mathematics (STEM) shouldbe easy today, but it is not in practice. Universities andorganizations such as the Institute of Electrical andElectronics Engineers (IEEE) have invested much effortand implemented many useful mechanisms to increase theenrollment, including open house events, teaching teachersdays, IEEE’s Teachers In Service Program (TISP), IEEE’sEngineering Projects in Community Service (EPICS), aswell as IEEE’s TryEngineering, TryComputing, andTryNano. We have developed a number of new initiatives toaddress the problem in Manitoba, and feel that theapproach can be used elsewhere.This paper describes two such initiatives: a spacecamp for high-school students grade 9 to 11, and the VernaKirkness Program (VKP) discovery camp for Indigenoushigh-school students. The first camp was offered severaltimes already, while the second camp was delivered for thefirst time in 2013.
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 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 | 0.000 | 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 | 0.001 |
| Open science | 0.000 | 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 it