Geoscience Outreach: Raising Awareness of Earth Science through the BC Year of Science 2010–2011
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
The British Columbia Year of Science (YoS), held in 2010–11, was a provincial government–science community collaboration aimed at engaging youth in science. The YoS provided a timely opportunity to expand our Earth science outreach efforts in British Columbia. Key components of the three initiatives reported on below include university student engagement, collaboration with partners (both within the university and in government and community sectors), funding from a variety of sources, and a target audience of primarily youth, their teachers and parents. The first project, Earth Science and Society, involved K–12 classroom presentations (127 to 2615 students), teacher and educator workshops (8 to ~138 participants) and community events (15, audience of ~ 1238). Of the K–12 students surveyed, 89.8% indicated that because of the presentations they wanted to learn more about science. In the second project, Earth science was an important part of one of the four YoS signature Expos, ‘Science and the World Around Us’ held in Prince George with over 3000 youth and community participants. The third project, ‘Science in our Lives’, involved development of nine societally relevant hands-on activities (4 involving aspects of Earth science) that were posted on [http://uvic.ca/sciweb/], together with 21 scientist-career profiles. The latter, featured as ‘5 Minutes with a Scientist’, highlighted exciting relevant careers in science, and portrayed scientists as real, approachable people doing interesting things that they are passionate about. Key successes of these outreach efforts include: i) funding from multiple sources enabling us to recruit and support four undergraduate students to participate in a broad-ranging outreach program; ii) partnerships and collaborations developed with government, the community and within the university; and iii) legacy resources, including activities, career profiles, teacher workshop manuals, and a new school program in non-renewable resources developed with Capital Region District Victoria to supplement their 3R sustainability school program offerings.
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 | 0.001 | 0.000 |
| 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 | 0.017 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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