The Creation of a New Charity Sport Event: The Case of the Canadian Cancer Society
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 manager of fundraising events at the Canadian Cancer Society, Hali Burton, is considering the addition of a new fundraising event for the charitable organization. Prior to making a decision, Hali evaluates the organization’s existing event portfolio, the charity fundraising landscape, and the met, and unmet motivations of event stakeholders. The case also draws attention to important factors such as organizational capacity and control over events. In developing a new event, Hali and her team need to consider the organization’s overall goals, position the event relative to its existing event portfolio and other charitable events, identify potential sponsors and host communities, and set event goals for all stakeholders, including Canadian Cancer Society. In making a recommendation for a new event, Hali and her team are tasked with following a Balanced Scorecard approach to setting event goals, including long-, medium-, and short-term goals.
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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| 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