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Record W4407752197 · doi:10.33178/alpha.28.04

“Stories are in our bones!” From mispon to Ācimowin: A conversation with Janine Windolph, in memory of Trudy Stewart

2025· article· en· W4407752197 on OpenAlexaffabout
Janine Windolph, Sheila Petty

Bibliographic record

VenueAlphaville Journal of Film and Screen Media · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicSouth African History and Culture
Canadian institutionsUniversity of ReginaBanff Centre
Fundersnot available
KeywordsConversationPsychologyPsychoanalysisHistoryCommunication

Abstract

fetched live from OpenAlex

As we talk-write this essay-conversation, we combine our positionality as Atikamekw and Woodland Cree storyteller (Janine Windolph) and settler Canadian (Sheila Petty), our expertise in screen media production, curation and research, and our dedication to linguistic, cultural, and representational sovereignty in Indigenous art and knowledge production. In Indigenous research practices and approaches to curatorial research and methods, it is important to begin by introducing ourselves. Through this “conversational method of Indigenous inquiry” (Christian 43), we intend to probe the history of two Indigenous focused film festivals in Saskatchewan—mispon (2006–2018) and Ācimowin (2024–)—and discover how they embrace a methodology of story work, hospitality, and story-gifting to build cultural and representational sovereignty into their curatorial practices and presentation. In concert with this, we will also discuss Janine Windolph’s films, showcased at both festivals, Trudy Stewart’s films and screen work, and

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 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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation 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: Empirical
Teacher disagreement score0.130
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.016
GPT teacher head0.271
Teacher spread0.255 · 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 teacher head, 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

Citations0
Published2025
Admission routes2
Has abstractyes

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