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Record W2269660312 · doi:10.3390/h5010014

Shock and Awe: Trauma as the New Colonial Frontier

2016· article· en· W2269660312 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueHumanities · 2016
Typearticle
Languageen
FieldSocial Sciences
TopicAsian American and Pacific Histories
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsFrontierShock (circulatory)ColonialismHistoryPsychologyMedicineArchaeologyInternal medicine

Abstract

fetched live from OpenAlex

The health of Indigenous girls in Canada is often framed and addressed through health programs and interventions that are based on Western values systems that serve to further colonize girls’ health and their bodies. One of the risks of the recent attention paid to Indigenous girls’ health needs broadly and to trauma more specifically, is the danger of contributing to the “shock and awe” campaign against Indigenous girls who have experienced violence, and of creating further stigma and marginalization for girls. A focus on trauma as an individual health problem prevents and obscures a more critical, historically-situated focus on social problems under a (neo)colonial state that contribute to violence. There is a need for programs that provide safer spaces for girls that address their intersecting and emergent health needs and do not further the discourse and construction of Indigenous girls as at-risk. The author will present her work with Indigenous girls in an Indigenous girls group that resists medical and individual definitions of trauma, and instead utilizes an Indigenous intersectional framework that assists girls in understanding and locating their coping as responses to larger structural and systemic forces including racism, poverty, sexism, colonialism and a culture of violence enacted through state policy and practices.

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.

Full frame distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.722
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

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.

Opus teacher head0.023
GPT teacher head0.262
Teacher spread0.239 · 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