Community organizing against homophobia and heterosexism: The world through rainbow-coloured glasses
Bibliographic record
Abstract
Examine how community organizing can help eliminate sexual oppression! This book presents insights from activists working in dramatically diverse cultures toward a common goal—the eradication of sexual oppression. Contributors share their experiences in organizing for sexual emancipation in many parts of the world, documenting progress in transforming oppressive sexual attitudes, policies, and practices, while acknowledging the long road to sexual democracy that remains to be traveled. Community Organizing Against Homophobia and Heterosexism: The World Through Rainbow-Colored Glasses highlights the importance of building alliances with social service providers and community organizers, of physical space as an element of identity-building, of understanding the tension between members of sexual minority communities and their other communities of belonging, and the transformation of individual efforts into movements necessary to affect long-term social change. Community Organizing Against Homophobia and Heterosexism presents chapters that focus on community organizing against homophobia and heterosexism, bringing to light the history and contemporary face of resistance in global contexts. The book highlights practical actions to liberate sexual and gender expressions, including: the challenge of organizing within a Two-Spirit (LGBT people of Aboriginal descent) community in Montreal the organization of Tongzhi (LGBT and their supporters) rights in Hong Kong the work of Yoesuf, a Muslim association that works on battling homophobia and xenophobia in communities in the Netherlands the foundation of GALF, a Peruvian feminist group dedicated to organizing against lesbophobia and heterosexism the development of GALZ, the gay liberation movement in Zimbabwe Community Organizing Against Homophobia and Heterosexism: The World Through Rainbow-Colored Glasses is an essential resource for social service professionals, community activists, and anyone else working to eliminate sexual oppression in all forms.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.007 | 0.007 |
| Scholarly communication | 0.006 | 0.004 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.011 | 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".