THE GAMES ACADEMICS PLAY: A CONVERSATION WITH MICHAEL BURAWOY
Bibliographic record
Abstract
Michael Burawoy, ex-presidente da American Sociological Association e da International Sociological Association, é um dos cientistas sociais mais destacados do início do século XXI. Depois de ter realizado trabalho de campo em pesquisa etnográfica durante boa parte de sua carreira acadêmica, Burawoy recentemente direcionou sua atenção às divisões do trabalho internas à sua disciplina, produzindo uma análise instigante que culminou em sua defesa da sociologia pública. Na conversa a seguir, Burawoy usa exemplos de sua pesquisa etnográfica para abordar temas predominantes na sociologia do esporte. Ele formula suas visões sobre os movimentos sociais que eclodiram recentemente em várias partes do mundo e apresenta uma crítica incisiva à mercantilização do esporte e do lazer.
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How this classification was reachedexpand
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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".