Bibliographic record
Abstract
<p> </p> <p>In a moment where unlawful pipelines are built on Indigenous territories, the RCMP make illegal arrests of land defenders on unceded lands, and anti-Indigenous racism permeates on social media; the government lie that is reconciliation is exposed. Renowned lawyer, author, speaker and activist, Pamela Palmater returns to wade through media headlines and government propaganda and get to heart of key issues lost in the noise.</p> <p>Warrior Life: Indigenous Resistance and Resurgence is the second collection of writings by Palmater. In keeping with her previous works, numerous op-eds, media commentaries, YouTube channel videos and podcasts, Palmater’s work is fiercely anti-colonial, anti-racist, and more crucial than ever before.</p> <p>Palmater addresses a range of Indigenous issues — empty political promises, ongoing racism, sexualized genocide, government lawlessness, and the lie that is reconciliation — and makes the complex political and legal implications accessible to the public.</p> <p>From one of the most important, inspiring and fearless voices in Indigenous rights, decolonization, Canadian politics, social justice, earth justice and beyond, Warrior Life is an unflinching critique of the colonial project that is Canada and a rallying cry for Indigenous peoples and allies alike to forge a path toward a decolonial future through resistance and resurgence.</p>
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 | 0.001 | 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 | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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".