MétaCan
Menu
Back to cohort
Record W2777922634 · doi:10.1177/1743872117749524

Human Waste and the Border: A Vignette

2017· article· en· W2777922634 on OpenAlexfundaboutno aff
Sherene H. Razack

Bibliographic record

VenueLaw Culture and the Humanities · 2017
Typearticle
Languageen
FieldHealth Professions
TopicRomani and Gypsy Studies
Canadian institutionsnot available
FundersSocial Sciences and Humanities Research Council of Canada
KeywordsCasualRefugeeNarrativeLawHumanityAmnestyPolitical scienceCriminologySociologyHuman rights

Abstract

fetched live from OpenAlex

Populations marked for disposability who are deemed to have no place in the modern, including the Indigenous everywhere and all who stand in the way of the progress of capital accumulation, are always on their way to becoming waste, their communities targeted for destruction. Disposability is a racial condition, the mark of sub-humanity. Forced to flee, those who are targeted find themselves travelling through zones over which a diffused terror reigns, zones we condense to the word “border”. Notably, destruction takes place in the multiple legal gray zones of the border. Canadian detention centers in this account, for instance, can be an immigration holding center, a provincial jail, or a hospital. In each space, the legal regime that is in operation is anomalous. In this article, discussing the case of a Roma asylum seeker from the Czech Republic, Jan Szamko, I make the argument that the destruction of bodies in the detention center is evident in the speeding up of the processes of biodegradation of the refugee’s body and in the casual expectation of a body’s decline. Guards are able to ignore the groans and extreme deterioration of the body through ideas about the duplicitous refugee who is merely faking. Significantly, medical care is not absent but instead crucial to biodegradation, scripting the cries and moans, and the feces, as something we can do nothing about, something that merely reveals a mind broken by its own duplicity. The inquest picks up on the narrative thread, urging improvement in communication but accepting nonetheless that a body that has reached this state of biodegradation has done so of its own accord. Szamko’s story shows the history of authorized violence against the Roma, a destruction accomplished by a transnational alliance between states that are the origin point of the violence and those states, such as Canada, to which the Roma flee. The relentlessness of the violence notwithstanding, disposable people never stop resisting their condition; their practices of resistance are a reminder to attend to what came before death.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.003
metaresearch head score (Gemma)0.007
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.044
Threshold uncertainty score0.058

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.007
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.003
Science and technology studies0.0440.014
Scholarly communication0.0080.007
Open science0.0020.011
Research integrity0.0190.023
Insufficient payload (model declined to judge)0.0070.001

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.

Opus teacher head0.056
GPT teacher head0.388
Teacher spread0.332 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
Domainnot available
GenreEmpirical

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".

Quick stats

Citations7
Published2017
Admission routes2
Has abstractyes

Explore more

Same venueLaw Culture and the HumanitiesSame topicRomani and Gypsy StudiesFrench-language works237,207