Educating Openness: Umberto Eco’s Poetics of Openness as a Pedagogical Value
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.
Bibliographic record
Abstract
Abstract The poetics of openness, as formulated by Umberto Eco in his pre-semiotic work The Open Work (1962), has already been useful and applicable to cultural studies and textual analysis. I propose that this poetics of openness be applied to critical educational practices as well. In this article, I argue that a poetics of openness when coupled with active ‘on the ground’ “critical public pedagogics” can provide a flexible framework for approaching the education of interpretation. Through this framework, a text or sign system is understood as ‘closed’ if it elicits univocal meanings: expecting a predetermined response from a generic/average reader. A text is ‘open’ when it fosters a plurality of interpretative possibilities that actively engage the “existential credentials” of the interpreter. Aesthetic openness is part of adopting a semiotic perspective toward educational processes. A theory of model reader pedagogically helps protect against the kind of radical constructivism this interpretative approach can seem to foster. Openness is not presented as a system or methodology of education, but as a pedagogical value: encouraging both educators and students to bring a perspective of critical openness to all the sign systems and discourses they engage with.
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 imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it