Defining an Anarchist Sociology: A Long Anticipated Marriage
Why this work is in the frame
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Bibliographic record
Abstract
There is no established intellectual tradition of an "anarchistsociology"-yet. A vibrant synthesis of anarchism and sociology has yet to be generated, whether that synthesis would be mere subject matter or a subfield within Sociology, or if it were an established ideology or theoretical tradition. Here, we compare these two distinct traditions, with an eye towards potential overlap. A definition for anarchist-sociology rooted in praxis-a critique of society and a transformative vision of societies-is created. As anarchism has a strong-yet unfocused-sociological theme already, we focus on anarchizing the discipline of Sociology in-line with core anarchist values, namely freedom, anti-authoritarianism, direct action, mutual aid, and decentralization.
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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 | 0.001 | 0.004 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.012 | 0.002 |
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