New Perspectives on Environmental Justice: Gender, Sexuality, and Activism
Bibliographic record
Abstract
Acknowledgments -- Foreword / Winona Laduke -- Introduction / Rachel Stein -- Pt. One. Gender, sexuality, and environmental justice: historical and theoretical roots -- 1. Toward a queer ecofeminism / Greta Gaard -- 2. Women, sexuality, and environmental justice in American history / Nancy C. Unger -- Pt. Two. Gender, sexuality, and activism -- 3. Feminist theory and environmental justice / Robert R.M. Verchick -- 4. Witness to truth: black women heeding the call for environmental justice / Valerie Ann Kaalund -- 5. The role of gender, race/ethnicity, and class in activists' perceptions of environmental justice / Diane-Michele Prindeville -- 6. Sexual politics and environmental justice: lesbian separatists in rural Oregon / Catriona Sandilands -- 7. Toxic bodies? ACT UP's disruption of the hetronormative landscape of the nation / Beth Berila -- Pt. Three. Gender, sexuality, and environmental health concerns -- 8. Producing "roundup ready communities? Human genome research and environmental justice policy / Giovanna Di Chiro -- 9. Public eyes: investigating the causes of breast cancer / Marcy Jane Knopf-Newman -- 10. Gender, asthma politics, and urban environmental justice activism / Julie Sze -- 11. No remedy for the Inuit: accountability for environmental harms under U.S. and international law / Anne E. Lucas -- Pt. Four. Gender, sexuality, and environmental justice in literature and popular culture -- 12. Bodily invasions: gene trading and organ theft in Octavia Butler and Nalo Hopkinson s speculative fiction / Rachel Stein -- 13. Home everywhere and the injured body of the world: the subversive humor of Blue Vinyl / Arlene Plevin -- 14. "Lo que quiero es tierra": longing and belonging in Cherríe Moraga's ecological vision / Priscilla Solis Ybarra -- 15. Detecting toxic environments: gay mystery as environmental justice / Katie Hogan -- 16. "The power is yours, planeteers!" Race, gender, and sexuality in children's environmental popular culture / Noël Sturgeon -- Notes on contributors -- Index
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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 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.008 | 0.014 |
| Scholarly communication | 0.010 | 0.009 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.004 | 0.005 |
| Insufficient payload (model declined to judge) | 0.021 | 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".