Using the Flipped Classroom Model to Design Active Learning Spaces for High School Students
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
Traditional methods of teaching and learning in education are modeled after decades of historical systems that has shaped the past and present-day applications of academia. These historical methods, which are still being used in modern-day generations, are proving to be ineffective engagement strategies for students to be fully involved or acquire meaningful knowledge for their development. This Master of Interior Design practicum explores The Flipped Classroom model to propose the re-design of a hypothetical high school environment for students grades seven to twelve. The Flipped Classroom model is a strategy that ‘flips’ or ‘reverses’ the traditional structure of class and homework. The strategy was chosen as an approach to re-envision learning through the built environment in order to create greater learning opportunities, more active learning, and increased connections to community. The topic looks at theories related to higher-order thinking, learner-centered environments, flipped roles & feedback exchange, as well as motivation. Strategies were derived and applied to the built environment through a process of interior design stages. The selected site for modeling this design is the Elmwood High School located at 505 Chalmers Ave in Winnipeg, Manitoba.
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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