Strengths and superpowers : revolutionary experiences of school district sixty-four during the COVID-19 pivot
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
In the spring of 2020, the COVID-19 pandemic resulted in sudden school closures worldwide, including the critical learning years from early kindergarten to grade twelve (K-12). Teachers, students, parents, administrators, and staff were thrust into learning at a distance. This qualitative case study focussed on a specific islands district in British Columbia, Canada, where the school community's personal experiences during the pandemic were examined. An Appreciative Inquiry approach was used to investigate the voices of everyone in the school community in this unique District with the hope of positively impacting future district decisions. Data was collected through an online survey, interviews, and a mini focus group. Thematic analysis resulted in the identification of three central themes: (1) reciprocal learning, (2) the adoption of technology, and (3) re-imagining the curriculum. The results of this study include recommendations, strategies, and actions for decision-makers to consider for the future of education delivery in K-12 districts worldwide.
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 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.005 | 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