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The Scholarship of Critique and Power

2021· article· en· W3134213397 on OpenAlexafffund
Tiona Camille Martin-Thomsen, Gaia Scagnetti, Siobhán McPhee, Ashley B. Akenson, Dana Hagerman

Bibliographic record

VenueTeaching & Learning Inquiry The ISSOTL Journal · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicTeacher Education and Leadership Studies
Canadian institutionsUniversity of British Columbia
FundersUniversity of British ColumbiaTennessee Tech University
KeywordsScholarshipSociologyEpistemologyPower (physics)Context (archaeology)HegemonyDisciplineEpistemePower structureCornerstoneCritical pedagogyPedagogySocial sciencePoliticsPolitical scienceLaw

Abstract

fetched live from OpenAlex

Critique can be defined as disciplinary feedback, analysis, or assessment provided to an individual or within a group, be it a classroom or a team. At a fundamental level, it is an exchange of ideas, impressions, evaluations, opinions, reflections, judgments, speculations, or suggestions to oneself or between two or more participants in a defined context. Scholars describe critique as a signature pedagogy in many disciplines, a cornerstone of the educational experience. There has been scant critical analysis of how critique also represents a performance of power with roots in positions of authority, expertise, or assigned roles. Such power dynamics have been explored in some areas within SoTL, for example in scholarship on assessment, epistemic disobedience, social justice, feminist pedagogies, and critical race theory. However, this has generally not been the case within the scholarship on critique. To better understand the dimensions of power in the context of critique we developed a conceptual framework that can be applied at the individual level (teacher to student, student to student) as well as the systemic level (critique as a construct of cultural hegemony in a specific episteme). Drawing from theoretical and pedagogical literature in areas such as cultural studies, whiteness studies, design education, and assessment, the conceptual framework defines power in three main expressions: power as inequity, power as authority, and power as cultural hegemony. The framework can be used to identify and define power within the critique context and to also inform reflection and shift perspectives at various academic levels.

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)0.008
metaresearch head score (Gemma)0.008
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.299
Threshold uncertainty score0.997

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0080.008
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0040.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.002
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 head0.111
GPT teacher head0.441
Teacher spread0.330 · 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.

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

Citations5
Published2021
Admission routes2
Has abstractyes

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