Did media really just victim-blame a gunned-down Metis hunter? (ep 290)
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
This week, it's another 'MINI' INDIGENA, where we pack in sizzling-hot takes on a flurry of items via social audio. Joining host/producer Rick Harp on Friday, May 20 via the Callin app were MI regulars Ken Williams (assistant professor with the University of Alberta's department of drama) and Trina Roache (Rogers Chair in Journalism at the University of King's College) as they discussed: • Might more and more settlers in Australia be finally taking climate change a tad more seriously now that it's made some of their homes effectively uninsurable? • Did mainstream media really just victim-blame a gunned-down Metis hunter? • How a Reuters / Globe and Mail article (\\"Indigenous Canadians [sic] make a painful plea on eve of British royal visit\\") triggered many of Trina's pet peeves about reportage on Indigenous peoples; • monthly Patreon podcast supporter Courtney asks: \\"Should local First Nations hold approval/veto power over urban planning and land use decisions on their traditional territories?\\" >> CREDITS: 'Blueprint' by Jahzzar (CC BY-SA 4.0); 'In Shadows' by William Ross Chernoff's Nomads (CC-BY); 'Feeling Like A Delicate Cookie' by Captive Portal (CC BY-SA 4.0)
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.843 | 0.009 |
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 it