Bibliographic record
Abstract
Augusto Jobim do Amaral is professor in the Graduate Program in Philosophy (School of the Humanities) and in the Graduate Program in Criminal Sciences (School of Law) at the Pontifical Catholic University of Rio Grande do Sul (PUCRS/Brazil). He received his PhD in advanced contemporary studies from the University of Coimbra and an additional PhD in criminal sciences from PUCRS. He has been a visiting professor at the Universidad de Sevilla (2022) and at the Università degli Studi di Padova (2019). He is the author of Política da Criminologia (2020) and co-organizer of Algoritarismos (2022) and A cidade como máquina biopolítica (2022).Eugene Brennan is lecturer in international politics at the University of London Institute in Paris. He is currently at work on a book provisionally titled “Tragic Times: Georges Bataille and Contemporary Theory,” and his recent publications can be found in Theory and Event and Theory, Culture, and Society.Deborah Cowen is professor of geography at the University of Toronto and author of The Deadly Life of Logistics (2014).Davide Gallo Lassere is lecturer in international politics at the University of London Institute in Paris and works on crisis, globalization, and social movements. He is currently preparing a book on the renewal of internationalism today.Benjamin Noys is professor of critical theory at the University of Chichester. His books include The Persistence of the Negative (2010), Malign Velocities (2014), and The Matter of Language (2023).Rodrigo Nunes is a senior lecturer in political theory and organisation at the University of Essex. He is the author of Organisation of the Organisationless: Collective Action After Networks (2014), Neither Vertical Nor Horizontal: A Theory of Political Organisation (2021), and Do Transe à Vertigem: Ensaios sobre Bolsonarismo e um Mundo em Transição (2022).Sara Salem is an associate professor in sociology at the London School of Economics. She is the author of Anticolonial Afterlives in Egypt: The Politics of Hegemony (2020).Denise Ferreira da Silva is an academic and an artist. She is currently a professor at the Department of Spanish and Portuguese, codirector of the Critical Racial and Anti-Colonial Study Co-Laboratory at New York University and of the the Climate Change, Decolonization, and Global Blackness Laboratory at Duke University.AbdouMaliq Simone is senior professorial fellow at the Urban Institute, University of Sheffield; codirector, the Beyond Inhabitation Lab, Polytechnic University of Turin; and honorary professor at the African Centre for Cities, University of Cape Town. His most recent book is The Surrounds: Urban Life within and beyond Capture (2022).Jean Tible is professor of political science at the University of São Paulo. He is the author of Marx Selvagem (2020), Política Selvagem (2022), and the booklets marx indígena, preto, feminista, operário, camponês, cigano, palestino, trans. selvagem and barricades. He is also a co-organizer of Junho: Potência das Ruas e das Redes (2014), Cartografias da Emergência: Novas Lutas no Brasil (2015), and Negri no Trópico 23°26’14’ (2017).Alberto Toscano teaches at the School of Communication, Simon Fraser University. His most recent books are Late Fascism: Race, Capitalism and the Politics of Crisis (2023) and Terms of Disorder: Keywords for an Interregnum (2023). He edits the series Seagull Essays and the Italian List for Seagull Books.
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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 | 0.000 | 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 | 0.000 | 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) | 0.001 | 0.003 |
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".