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Record W7161719313 · doi:10.59236/emro.v27i5a532

Knit's Island

2025· article· W7161719313 on OpenAlex
Stephanie Diaz

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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueEducational Media Reviews Online · 2025
Typearticle
Language
FieldSocial Sciences
TopicDigital Games and Media
Canadian institutionsnot available
Fundersnot available
KeywordsShot (pellet)CommitDanceIdentity (music)Video gameFeature filmMovie theaterDocumentary film

Abstract

fetched live from OpenAlex

Distributed by Grasshopper Film, 12 East 32nd St., 4th Floor, New York, NY 10016Produced by Boris GaraviniDirected by Ekiem Barbier, Guilhem Causse, and Quentin L'Helgouac'h2023, Streaming, 96 mins Knit’s Island is a fascinating, genre-bending film that explores video game subculture in the multi-player, survivalist game, DayZ. The feature length documentary is shot completely inside the game and follows a team of filmmakers as they encounter players and prompt them to reflect on their experiences, behavior, and identity in and outside of the game. The players assume a wide variety of roles from one extreme of human behavior to another. Inside DayZ the players, many of which have played for years, commit violent acts, plant gardens, dance at raves, go on hikes, and form real bonds with one another. The filmmakers ask them to consider what the game means to them and how they differentiate it from their everyday lives. For most, the game offers an escape and allows them to experiment with behavior and identities they would not otherwise do or take on. The film is highly creative and includes many beautiful, albeit digital, cinematic shots. This film is highly recommended for those interested in exploring video game play and subcultures. Awards:2023 Winner, Special Prize, Yamagata International Documentary Film Festival; Montreal International Film Festival, Best International Feature; Camden International Film Festival, Emerging Cinematic Vision Award

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)0.001
metaresearch head score (Gemma)0.007
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.758
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.007
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0190.004

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 head0.036
GPT teacher head0.373
Teacher spread0.337 · 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