Bibliographic record
Abstract
Distributed by Good DocsProduced by Nicole Teeny and Jordan EhrlichDirected by Nicole Teeny2022, Streaming, 6 mins Unity Mosque is a short film about one of the world's first queer-affirming and gender-equal mosque. Co-founded by Imam El-Farouk and his husband Troy, Unity Mosque aims to provide an inclusive space for all Muslims. This film succinctly tells the story of Unity Mosque and the impact it has had on Muslims, particularly those who, in the past, have felt unwelcome in Islam. In the run time of only 6 minutes, we learn about the origins of the mosque, hear the stories of two practicing Muslims, and learn how the mosque operates. This film provides a unique perspective on Islam that we don't often see. My only issue is that I wish it was longer. This film is recommended for general audiences or academic institutions. Due to its short nature, it would best be used as a supplement to other instruction about Islam. Awards:Best Directing, LGBTQ Toronto Film Festival
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.004 | 0.000 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.000 | 0.004 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.608 | 0.197 |
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".