What Do ‘We’ Know That ‘They’ Don’t? Sociologists’ versus Non-Sociologists’ Knowledge
Bibliographic record
Abstract
This paper attempts to clarify or to reposition some of the controversies generated by Burawoy’s defense of public sociology and by his vision of the mutually stimulating relationship between the different forms of sociology. Before arguing if, why, and how, sociology should or could be more ‘public’, it might be useful to reflect upon what it is we think we, as sociologists, know that ‘lay people’ do not. This paper thus explores the public sociology debate’s epistemological core, namely the issue of the relationship between sociologists’ and non-sociologists’ knowledge of the social world. Four positions regarding the status of sociologists’ knowledge versus lay people’s knowledge are explored: superiority (sociologists’ knowledge of the social world is more accurate, objective and reflexive than lay people’s knowledge, thanks to science’s methods and norms), homology (when they are made explicit, lay theories about the social world often parallel social scientists’ theories), complementarity (lay people’s and social scientists’ knowledge complement one another. The former’s local, embedded knowledge is essential to the latter’s general, disembedded knowledge), and circularity (sociologists’ knowledge continuously infuses commonsensical knowledge, and scientific knowledge about the social world is itself rooted in common sense knowledge. Each form of knowledge feeds the other). For each of these positions, implications are drawn regarding the terms, possibilities and conditions of a dialogue between sociologists and their publics, especially if we are to take the circularity thesis seriously. Conclusions point to the accountability we face towards the people we study, and to the idea that sociology is always performative, a point that has, to some extent, been obscured by Burawoy’s distinctions between professional, critical, policy and public sociologies.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.040 | 0.074 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.004 | 0.003 |
| Science and technology studies | 0.009 | 0.105 |
| Scholarly communication | 0.017 | 0.047 |
| Open science | 0.003 | 0.006 |
| Research integrity | 0.011 | 0.015 |
| Insufficient payload (model declined to judge) | 0.004 | 0.001 |
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".