The aesthetics of the hybridization of civility: For inclusion, tolerance and an ethic of difference
Bibliographic record
Abstract
Exploring life in an emergency shelter, this article narrates the hybridization of civility – the fusion of civility and a street code premised on the threat of violence. This process does not emerge from agency, but predetermined social and economic factors. The hybridization of civility illuminates the psychic violence that envelops the shelter and its personnel. This is illustrated through the aestheticism of this hybridization (what it looks, feels and sounds like). This aestheticism suggests that civility should not be viewed as a binary between civil(ized) and uncivil(ized), but rather in terms of gradations. So doing permits acknowledging and appreciating ‘otherness’ on its own terms, and – paradoxically – recognizing ‘otherness’ as an extension of an already established norm, and thus, as existentially meaningless. The call for the ‘death’ of ‘otherness’ and championing its assimilation into the norm can sow seeds for inclusiveness, tolerance and an ethic of difference.
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 | 0.001 |
| 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 | 0.000 | 0.000 |
| 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".