How the World's Religions are Responding to Climate Change
Bibliographic record
Abstract
1. Social Science, Religions, and Robin Globus Veldman, Andrew Szasz, Randolph Haluza-DeLay PART I: THE GLOBAL SOUTH 2. A Retreating Goddess? Conflicting Perceptions of Ecological Change near the Gangotri-Gaumukh Glacier, Georgina Drew 3. Religion, Indigenous Knowledge and Change in a Mountain Region: a Case Study of Thini Village, Mustang, Nepal, Sujata Manandhar, Dietrich Schmidt-Vogt, Vishnu Prasad Pandey, and Futaba Kazama 4. Change Projects in the of Gross National Happiness: Does Religion Play a Role in Environmental Policy in Bhutan?, Matt Branch 5. Pursuing Diplomacy Overseas, Fostering Adaptation at Home: The Church of Bangladesh's Proactive Responses to James Pender 6. From Theology to a Praxis of Eco-Jihad: The Role of Religious Civil Society Organizations in Combating Change in Indonesia, Ulil Amri 7. Churches building resiliency to climate change in Solomon Islands, Andreana Reale 8. Prophecies and Change in the Mam Altiplano of Guatemala, Julie Hermesse 9. Religious Perspectives on Change in the West Ivoirian Mountainous Region, Sadia Cherif and Joy H. Greenberg 10. Change and Indigenous African Religion: A Case Study of the Transitional Ecological Zone of Ghana, Paul Sarfo-Mensah and Samuel Awuah-Nyamekye PART 2: THE GLOBAL NORTH 11. Stepping up to the Plate: Faith Communities and Effective Environmental Advocacy in Canada, Mishka Lysack 12. The U.S. Catholic Response to Climate Change, Michael Agliardo 13. Many Presbyterians Does it Take to Change a Light Bulb?: Confronting Global Change in the Presbyterian Church, U.S.A., Patricia K. Townsend 14. Keep Christianity Brown! Denial on the Christian Right in the United States, Bernard Daley Zaleha and Andrew Szasz 15. Christian and Muslim Activists Fasting and Praying for the Planet: Emotional Translation of Dark Green Activism and Green-Faith Identities, Maria Nita 16. Healing the Land in the Canadian Arctic: Evangelism, knowledge, and climate change, Noor Johnson PART 3: THE TRANSNATIONAL CONTEXT 17. An Investigation of Perception of Change Risk, Environmental Values and Development Programming in a Faith-based International Development Organization, H. Carolyn Peach Brown, Douglas R. Brown, Christopher A. Shore 18. International Advocacy for Justice, Guillermo Kerber 19. How Are the World's Religions Responding to Change?, Robin Globus Veldman, Andrew Szasz, Randolph Haluza-DeLay
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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 | 0.004 | 0.007 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.011 | 0.013 |
| Scholarly communication | 0.010 | 0.006 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.006 | 0.001 |
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".