MétaCan
Menu
Back to cohort
Record W2984087864 · doi:10.3167/ghs.2019.120310

Love as Resistance

2019· article· en· W2984087864 on OpenAlexaff
Shantelle Moreno

Bibliographic record

VenueGirlhood Studies · 2019
Typearticle
Languageen
FieldSocial Sciences
TopicChildren's Rights and Participation
Canadian institutionsUniversity of Victoria
Fundersnot available
KeywordsIndigenousGender studiesDecolonialitySociologyPraxisRacismColonialismResistance (ecology)OppressionQueerSovereigntyPostcolonialism (international relations)SituatedPoliticsPolitical scienceLaw

Abstract

fetched live from OpenAlex

In this article, I weave together connections between notions of decoloniality and love while considering implications for decolonial praxis by racialized people settled on Indigenous lands. Through a community-based research project exploring land and body sovereignty in settler contexts, I engaged with Indigenous and racialized girls, young women, 2-Spirit, and queer-identified young adults to create artwork and land-based expressions of resistance, resurgence, and wellbeing focusing on decolonial love. Building on literature from Indigenous, decolonizing, feminist, and post-colonial studies, I unpack the ways in which decolonial love is constructed and engaged in by young Indigenous and racialized people as they navigate experiences of racism, sexism, cultural assimilation, and other intersecting forms of marginalization inherent in colonial rule. I uphold these diverse perspectives as integral components in developing more nuanced and situated understandings of the power of decolonial love in the everyday lives of Indigenous and racialized young peoples and communities.

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)0.004
metaresearch head score (Gemma)0.005
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: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.009
Threshold uncertainty score0.024

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.005
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0090.056
Scholarly communication0.0090.010
Open science0.0010.013
Research integrity0.0030.005
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 head0.046
GPT teacher head0.374
Teacher spread0.328 · 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
Published2019
Admission routes1
Has abstractyes

Explore more

Same venueGirlhood StudiesSame topicChildren's Rights and ParticipationFrench-language works237,207