Bibliographic record
Abstract
“Skoden” is an Indigenous slang phrase used to invite conflict, “Let's go then!” “Skoden” issues a call to action. The term “Skoden” traces back to Pernell Bad Arm whose image went viral in meme culture. However, it evolved when one morning in Sudbury, Ontario, graffiti art reading “Skoden” appeared on a water tower. Indigenous “Skoden” memes moved away from using Bad Arm's image and focused on the graffiti instead. In this way, the term “Skoden” holds a powerful message about reclaiming words and sharing knowledge through new literacies as a way of confronting and disrupting colonialism. AJA's “Skoden” graffiti calls out to the viewer through sharp black lines that drip paint down the page. The image has an aggressive movement in its writing, and the dripping makes the words look like they are jumping off the page. The words appear to be taking action, and the action leaves behind a legacy.
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.
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 | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.013 | 0.022 |
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; both teacher heads agree on what is shown here.
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".