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Record W4377983640 · doi:10.1177/00918296231176757

What we mean by public missiology

2023· article· en· W4377983640 on OpenAlexaff
Gregory P. Leffel, Charles J. Fensham, George R. Hunsberger, Robert Hunt, William N. Kenney, Gregg A. Okesson, Hendrik R. Pieterse

Bibliographic record

VenueMissiology An International Review · 2023
Typearticle
Languageen
FieldArts and Humanities
TopicChristian Theology and Mission
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsMissiologyConceptualizationConstructiveSociologyScope (computer science)Environmental ethicsPublic relationsEpistemologySocial sciencePolitical scienceLawPhilosophy

Abstract

fetched live from OpenAlex

In 2014 and 2015 a panel of missiologists assembled at the American Society of Missiology (ASM) to discuss ideas, concepts, and practices in support of the proposed 2016 ASM annual meeting under the heading “Missiology and Public Life: Mission’s Constructive Engagement with Societies, Change and Conflict.” In these panels, subsequent ASM panel discussions (2017–19), and in two issues of the journal Missiology devoted to the topic (April 2016, January 2017), the concept of public missiology emerged, and from this grew an informal seven-member study group of colleagues to clarify what might be meant by “public missiology” and define its scope. The following summarizes our study group’s conceptualization of public missiology and reflects our thinking to date. We suggest approaching missiological theory and practice from a new direction, one that focuses upon public life and emerging public orders as its object of analysis under the conditions of a rapidly changing world-historical order. This fresh approach to mission studies makes, we believe, an important contribution to ensuring mission’s vitality for the next several decades or for the next half-century.

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)0.012
metaresearch head score (Gemma)0.027
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: Commentary · Consensus signal: none
Teacher disagreement score0.017
Threshold uncertainty score0.101

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0120.027
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0040.007
Science and technology studies0.0050.032
Scholarly communication0.0170.029
Open science0.0020.007
Research integrity0.0060.010
Insufficient payload (model declined to judge)0.0040.001

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 head0.094
GPT teacher head0.337
Teacher spread0.243 · 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
GenreCommentary

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
Published2023
Admission routes1
Has abstractyes

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