MétaCan
Menu
Back to cohort
Record W4407275610 · doi:10.16995/zygon.17627

Creatures of Their Own Making: Niche Co-Construction in the Divine Sustaining

2025· article· en· W4407275610 on OpenAlexaff

Bibliographic record

VenueZygon® · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicIntellectual Property Law
Canadian institutionsRegent College
Fundersnot available
KeywordsComputer science

Abstract

fetched live from OpenAlex

From biology to anthropology, Niche Construction Theory (NCT) offers a corrective to accounts that neglect or diminish the agency of organisms in evolutionary process. This article engages with key features of NCT to reenvision theological accounts of human work: that ecosystems are superconstructions of several organisms, that niche construction also involves destruction, and that ecological inheritance ought to be considered alongside genetic transmission. I also address concerns over the tendency of NCT to highlight the constructive ultimacy of humans during an ecological crisis. Drawing on modern Protestant theology, I situate creatures’ agency within a fuller account of God’s providence, re-embedding claims about divine–human concurrence within the divine sustaining. I therefore argue for a shift away from seeing humans as co-creators with God in order to better understand ourselves as niche co-constructors, alongside our neighboring species, in a manner that ensures life can go on.

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)0.006
metaresearch head score (Gemma)0.005
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.007
Threshold uncertainty score0.030

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0070.084
Scholarly communication0.0070.008
Open science0.0010.009
Research integrity0.0040.004
Insufficient payload (model declined to judge)0.0040.000

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 head0.351
Teacher spread0.321 · 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 designTheoretical or conceptual
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 venueZygon®Same topicIntellectual Property LawFrench-language works237,207