Lori Ann Ellis 'Missing Women's Commission of Inquiry' Testimony 1
Bibliographic record
Abstract
Lori Ellis’s sister in law Cara Ellis was a survival sex worker in Vancouver’s downtown eastside and was tragically murdered by Robert Pickton. Lori Ellis is a Calgary resident who was at the Vancouver Missing Women’s Inquiry everyday for eight months watching and testifying during the proceedings. She opens up here about her feelings around the inquiry, and how she and others urged the government to start an official inquiry looking into the Vancouver Police and Coquitlam RCMP’s handling of the missing women’s case. She shares how much she loved Cara and how special she was to her, and how devastating it was learning of her tragic death. Lori also reveals how devastating it was losing a loved one, but how she finds strength and love in friends and family. She hopes that eventually one day there will be more resources available to help people cope with the trauma of losing a loved one.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.027 | 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 teacher head, 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".