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Record W7112153057

Ecocritical analysis of a selection of short stories from the book Cli-Fi canadian tales of climate change

2025· article· en· W7112153057 on OpenAlexaboutno aff

Bibliographic record

VenueUnivalle Digital Repository (University of Valle) · 2025
Typearticle
Languageen
FieldArts and Humanities
TopicEcocriticism and Environmental Literature
Canadian institutionsnot available
Fundersnot available
KeywordsEcocriticismConsciousnessClimate changeEcological crisisPoliticsGlobal warmingRelevance (law)Natural (archaeology)
DOInot available

Abstract

fetched live from OpenAlex

Ecocriticism is one of the critical movements that has gained great relevance in recent decades at the international level. This is, partly, due to the fact that in recent times it has been recognized that today's world faces a major problem that corresponds to ecological disasters, which threaten the life of biodiversity and the existence of human beings. In this way, it is considered that science and technology are not enough to combat the global ecological crisis, since such changes and modifications are also found in the way of thinking of individuals, which implies exacerbating their perspective and making them aware through critical literary analysis. Considering the above, it is vital to consider nature in literature and to analyze it critically, as ecologically oriented literature declares a better understanding of nature in its broader meaning. Thus, ecocriticism is an emerging worldwide movement that has distinguished itself from conventional nature by its ethical stance and commitment to the natural world, fostering a connection between the human and non-human world, so, in essence ecocriticism gives emphasis on this ecological consciousness that tends to mitigate man's ego, creating an environmental consciousness in people. From the confrontation of what is perhaps the greatest global crisis of recent times, climate change linked to personal and political indifference has led to several problems that are currently altering the planet and threatening the existence of all beings that inhabit it, science fiction, fantasy, and futuristic works, which transcend traditional end-of-the-world stories by inspiring us to overcome the grim predicted outcomes of our current indifference.

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)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.531
Threshold uncertainty score0.980

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
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 head0.011
GPT teacher head0.181
Teacher spread0.171 · 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 routes1
Has abstractyes

Explore more

Same venueUnivalle Digital Repository (University of Valle)Same topicEcocriticism and Environmental LiteratureFrench-language works237,207