MétaCan
Menu
Back to cohort
Record W7164381933 · doi:10.5281/zenodo.20640680

A DISCURSIVE PERSPECTIVE ON THE SCULPTURE "ANGELS UNAWARES": A CARTOGRAPHY OF MIGRANT–REFUGEE BODIES IN TRANSIT

2025· article· en· W7164381933 on OpenAlexaboutno aff
Mary Stela Surdi, Roselaine de Lima Cordeiro, Márcia Ione Surdi

Bibliographic record

VenueZenodo (CERN European Organization for Nuclear Research) · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicInterdisciplinary Cultural and Social Studies
Canadian institutionsnot available
Fundersnot available
KeywordsSculptureMateriality (auditing)Representation (politics)Perspective (graphical)NarrativeCityscapeGesturePolitics

Abstract

fetched live from OpenAlex

In this study, we gaze at a sculpture that takes us to different paths taken by individuals from different places and cultures. This is the sculpture of the Angels Unawares, a work in honor of the 105th World Day of Migrant and Refugee, created by the Canadian artist and sculptor Timothy Schmalz, in 2019, and which is on display in Saint Peter's Square, in the Vatican. Theoretically, we are guided by a discursive perspective which arises from Discourse Analysis in interface with Deconstruction. In our gestures of interpretation, we designate the subjects of the sculpture's discursive scene as "migrant-refugee-bodies", sice they are bodies amalgamated by bronze that perform a crossing scene and are crowded together on boats, ferries and rafts. This way, we aim to show a certain discursive functioning of a specific significant materiality that resonates a discursive memory about migratory flows. We interpret that the sculpture encapsulates multiple narratives of crossing, each body representing a story of forced or voluntary migration. This amalgam of individual stories makes up a cartography of bodies that highlights the complexity and diversity of migratory journeys. On the sculpture's durable bronze, the migrant-refugee bodies are remembered, contrasting with the fragility of their lives on the journey. Under the guise of a discourse that seeks to evoke sacredness, a biblical passage is mobilized, and the representation of the figure of an angel's wings is brought into the sculpture. This would be a view we consider reductionist because it silences the material and political conditions that cause crossings, especially those resulting from forced displacement. A silencing that can suggest complacency, acceptance or agreement with these conditions, and that, contradictorily, brings to light the need to look more closely at the issue of migratory flows and the treatment given to this other, who is stranger, foreigner, migrant, refugee.

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)0.002
metaresearch head score (Gemma)0.003
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: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.064
Threshold uncertainty score0.127

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0040.004
Science and technology studies0.0170.038
Scholarly communication0.0100.007
Open science0.0010.006
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0060.000

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 head0.029
GPT teacher head0.305
Teacher spread0.276 · 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

Citations0
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueZenodo (CERN European Organization for Nuclear Research)Same topicInterdisciplinary Cultural and Social StudiesFrench-language works237,207