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Record W4413911604 · doi:10.32920/ifmj.v5i1-2.2381

Echoes of the Canadian Aporia

2025· article· en· W4413911604 on OpenAlexaffvenueabout
John Bessai

Bibliographic record

VenueInteractive Film and Media Journal · 2025
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicCinema and Media Studies
Canadian institutionsUniversity College of the North
Fundersnot available
KeywordsHistory

Abstract

fetched live from OpenAlex

This paper examines how the National Film Board of Canada (NFBC) employs interactive media to create resonance by engaging audiences with the Canadian aporetic condition—a paradox within Canada’s national identity marked by tensions between multiculturalism, environmental stewardship, and colonial history. Through innovative projects like The Space We Hold, The Orchid and the Bee, and Circa 1948, the NFBC invites viewers into immersive experiences that foster deep reflection on Canada’s social and environmental challenges, cultivating collective understanding and responsibility. The Space We Hold brings viewers into the lived experiences of marginalized and silenced communities, mainly through the narrative of survivors of wartime sexual violence. This project evokes empathy and solidarity through interactive elements that transcend cultural and geographic boundaries. It highlights Canada’s aporetic condition as a nation committed to human rights while grappling with the legacies of its own colonial and exclusionary practices, encouraging audiences to reflect on these unresolved contradictions. The Orchid and the Bee approaches the aporia from an environmental perspective, using biodiversity to illustrate the delicate interdependence between natural ecosystems and human activity. This project resonates with viewers on an ecological and ethical level, underscoring Canada’s dual role as both steward and exploiter of its natural resources. Through this digital narrative, the NFBC confronts audiences with Canada’s environmental paradox, urging a reflection on sustainable practices within a global context. Circa 1948, an interactive project set in post-war Vancouver allows users to explore two neighbourhoods—a run-down hotel district and a wartime housing project—through 3D environments and audio narratives. This project resonates by immersing audiences in Canada’s complex social history, reflecting the aporetic condition in Canada’s past. The project evokes themes of inequality, displacement, and social change, bridging historical events with contemporary conversations about urban development, social justice, and the impact of colonial structures on marginalized communities. Through this immersive exploration, Circa 1948 encourages viewers to engage with Canada’s socio-political landscape, highlighting the progress and persistent challenges within Canadian society. This paper argues that the NFBC’s approach to interactive storytelling activates resonance by making complex social and environmental issues accessible and emotionally engaging. By foregrounding the Canadian aporetic condition, NFBC projects reflect national contradictions and inspire audiences to contemplate their roles within these tensions. The NFBC’s use of digital media provides a model for how interactive storytelling can foster resilience, solidarity, and meaningful connections in response to contemporary global crises. Through these interactive experiences, the NFBC encourages public dialogue that transcends boundaries, inviting Canadian and global audiences to explore and address the issues shaping Canada’s collective future. By examining these projects, this paper highlights how resonance in interactive media can cultivate a sense of shared responsibility and action within the democratic public sphere.

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)0.000
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.252
Threshold uncertainty score0.961

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
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 head0.228
Teacher spread0.213 · 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 designObservational
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 routes3
Has abstractyes

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