Encountering Paradigmatic Tensions and Shifts in Environmental Education
Bibliographic record
Abstract
In response to environmental degradation, the Lesotho government, in collaboration with the Danish government, introduced an Environmental Education Support Project in schools in 2001. In order to optimise the achievement of the project goals the, Monitoring and Research Team was established to formatively evaluate the project as it unfolded. The principles of action research were to guide the monitoring process. The paper discusses the findings of the early phase of the monitoring process with reference to Project’s epistemological commitment to initiate paradigmatic shift, in the context of conceptualizing environmental education and the associated learning theories and teaching approaches through workshops with relevant stakeholders in the school curricula development. It is illustrated that the workshops initiated cognitive tensions and shifts amongst the participants, and that their occurrence was indicative of the interrogation of the positivist paradigm underpinning the education system in Lesotho.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.031 | 0.027 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.003 | 0.003 |
| Science and technology studies | 0.029 | 0.068 |
| Scholarly communication | 0.018 | 0.013 |
| Open science | 0.003 | 0.016 |
| Research integrity | 0.005 | 0.010 |
| Insufficient payload (model declined to judge) | 0.002 | 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 source (direct Gemma or distilled Codex), 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".