Weaving Curriculum, Assessment, and Pedagogy: Global Citizenship Experience Lab School’s Whole-School Approach to Sustainability and Global Citizenship Education
Bibliographic record
Abstract
Abstract This chapter presents a case study of Global Citizenship Experience Lab School in Chicago, USA—a secondary school dedicated to integrating curriculum, assessment, and pedagogy to promote real-world experiential learning. The chapter analyzes the school’s use of scaffolding to introduce students and teachers to a project-based learning model and examines the school’s commitment to global citizenship as an entry point for a whole-school approach to sustainability. Theoretical contributions to the field of education for sustainable development recommend integrated, whole-school approaches to sustainability. However, schools transitioning to such a holistic model face many challenges due to the wider systems in which they are embedded. This case study exemplifies how approaching school redesign as a process of simultaneously rethinking curriculum, assessment, and pedagogy may instill a more relational way of thinking, which is essential if we are to transcend and transform the social and ecological crises of today.
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How this classification was reachedexpand
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 | 0.003 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".