Just Transition at the Intersection of Labour and Climate Justice Movements: Lessons from the Portuguese Climate Jobs Campaign
Bibliographic record
Abstract
In the current context of climate change and its accompanying adverse effects on natural, human and social systems, the imperative of transitioning to low- and preferably post-carbon societies has become a non-negotiable reality if we want to avoid reaching the point of no return in terms of environmental and climate catastrophe. Such a transition requires that the interests and needs of workers and their communities be taken into consideration to make sure they do not bear the heaviest part of the burden in terms of loss of jobs and means of survival, and that they are prepared to face the new, post-carbon labour environment. The concept of Just Transition was coined to describe both the socio-political project put forward by trade unions in response to climate change, and the recognition by climate activists that the livelihoods and security of workers and their communities must be ensured during the transition to a post-carbon society. However, just transition movements are divided between two quite different orientations, which are labelled “affirmative” and “transformative.” On the one hand, affirmative just transition advocates envisage a transition within the current political-economic system. Transformative just transition activists, on the other hand, envisage a post-capitalist transition. This article, drawing upon an extensive case study of the Portuguese climate jobs campaign, goes beyond showing how these orientations shape the positions taken by union and climate activists. The article also analyses how the conflicts and cooperation between these key actors can shed light on the possibilities and/or limitations of just transition as a framework for the collective action needed to achieve rapid, deep decarbonisation of economies in the Global North context. KEY WORDS: climate change; just transition; labour environmentalism; climate jobs; climate justice; climate activism
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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 | 0.006 | 0.010 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.018 | 0.016 |
| Scholarly communication | 0.011 | 0.005 |
| Open science | 0.001 | 0.006 |
| Research integrity | 0.005 | 0.005 |
| Insufficient payload (model declined to judge) | 0.006 | 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".