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
Paul DiMaggio's (1997) Annual Review of Sociology article urged integration of the cognitive and the cultural, triggering a cognitive turn in cultural sociology. Since then, a burgeoning literature in cultural sociology has incorporated ideas from the cognitive sciences—cognitive anthropology, cognitive psychology, linguistics, neuroscience and philosophy—significantly reshaping sociologists’ approach to culture, both theoretically and methodologically. This article reviews work published since DiMaggio's agenda-setting piece—research that builds on cross-disciplinary links between cultural sociology and the cognitive sciences. These works present new ideas on the acquisition, storage, and retrieval of culture, on how forms of personal culture interact, on how culture becomes shared, and on how social interaction and cultural environments inform cognitive processes. Within our discussion, we point to research questions that remain unsettled. We then conclude with issues for future research in culture and cognition that can enrich sociological analysis about action more generally.
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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