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Record W2099035028 · doi:10.29173/cmplct8917

Between Chaos and Entropy: Community of Inquiry from a Systems Perspective

2010· article· en· W2099035028 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

venuePublished in a venue whose home country is Canada.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueComplicity An International Journal of Complexity and Education · 2010
Typearticle
Languageen
FieldSocial Sciences
TopicEducation and Critical Thinking Development
Canadian institutionsnot available
Fundersnot available
KeywordsAutopoiesisEpistemologyArgumentation theoryDialogical selfSociologyComputer science

Abstract

fetched live from OpenAlex

This paper considers the psychosocial and cognitive dynamics of an educational community of inquiry as an inquiring system. It identifies seven characteristics of social systems dedicated to inquiry that are open (as opposed to “control” systems)—autopoiesis, teleology, feedback, noise, redundancy, ambiguous control, and system “event”—and traces their function in the ongoing reconstruction of argument that collective, dialogical inquiry entails. The paper also analyzes the process of group inquiry from a dialectical perspective, interpreting conceptual and argumentation system development as a continuously emergent process of reorganization, which makes its way through the ongoing resolution of the oppositions and contradictions it encounters, resulting in greater organizational complexity and clarity. Rather than maintaining homeostatic stability by rejecting or resisting noise, it develops through accepting and incorporating it in the interest of dialectical emergence. The role of a facilitator in such a system is to provide both positive and negative feedback, navigating between system entropy and system chaos. Finally, the autopoietic inquiring system is offered as one exemplar of the “ideal speech situation,” which requires that all its members have equal opportunity to participate in and contribute to system emergence, free from internal constraints or external coercion. This implies the need for a pedagogy that not only develops communicative competence, but which models a form of argumentation that understands itself as a collective project of ongoing reconstruction—with the major goal of agreement arrived at through open, free communication.

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.

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)0.001
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: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.513
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
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 head0.137
GPT teacher head0.423
Teacher spread0.286 · 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