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Record W1996916806 · doi:10.1080/09518390310001632135

Speculations on qualities of difficult knowledge in teaching and learning: an experiment in psychoanalytic research

2003· article· en· W1996916806 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueInternational Journal of Qualitative Studies in Education · 2003
Typearticle
Languageen
FieldSocial Sciences
TopicInnovative Education and Learning Practices
Canadian institutionsYork University
Fundersnot available
KeywordsPsychoanalytic theoryPsychologyPedagogyEducational researchResearch methodologyPsychoanalysisMathematics educationSociology

Abstract

fetched live from OpenAlex

This paper explores two questions in relation to the authors' project, “Difficult Knowledge in Teaching and Learning: A Psychoanalytic Inquiry.” They describe how their original question, “What makes knowledge difficult?,” transformed into “What is it to represent ‘difficult’ knowledge?” They speculate on the resonances that this crisis of representation leaves in narration by way of three psychoanalytic concepts: deferred action, transference, and symbolization. They consider constructions of difficulties in teaching and learning from the vantage of psychoanalytic writing and their own attempts to interview university teachers and students on how they think about difficult knowledge. They offer a conceptual archeology of their project that highlights the shift from the first to the second research question, some clinical discussion on the difficulties of narrating teaching and learning, some constructions of difficulty proposed in their research protocol, and constructions of difficulty in their interviews. They conclude by discussing how the very design of their research enacted the crisis of representing teaching and learning.

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)0.018
metaresearch head score (Gemma)0.023
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.308
Threshold uncertainty score0.985

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0180.023
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.595
GPT teacher head0.713
Teacher spread0.118 · 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