Science Communication Is Culture: Foregrounding Ritual in the Public Communication of Science
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
This commentary demonstrates the relevance of James Carey’s ritual view of communication for the field of science communication. A ritual view of communication invites examination of the geographical, historical, and material dimensions of communication where dialogues, bodies, public spaces, and comestibles provide enabling conditions for democratic engagement. This is an opportune time for science communications scholars to engage with Carey’s ideas as the field moves from deficit accounts of communication to the dialogic and cultural models that have become more prevalent in recent decades. A ritual view highlights the importance of theoretical, humanist approaches as complements to empirical, instrumental accounts of science 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 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 | 0.032 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.016 |
| Science and technology studies | 0.013 | 0.064 |
| Scholarly communication | 0.001 | 0.006 |
| Open science | 0.016 | 0.002 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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