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
Tracking the Mobility of Carceral Logics Jennifer Turner and Kimberley Peters, eds., Carceral Mobilities: Interrogating Movement in Incarceration (New York: Routledge, 2017), 256 pp., 9 illustrations, $49.95 (paperback) An Exciting Invitation to Rethink Knowledge Mobilities Ludovic Tournès and Giles Scott-Smith, eds., Global Exchanges: Scholarships and Transnational Circulations in the Modern World (New York: Berghahn Books, 2018), 356 pp., 9 illustrations, $130 (hardback) Theorizing Mobilities between Disability Studies and Palestine Jasbir Puar, Th e Right to Maim: Debility, Capacity, Disability (Durham, NC: Duke University Press, 2017), 296 pp., $26.95 (paperback) Beyond Borders: Mobility in Australia’s Northern Maritime Network Julia Martínez and Adrian Vickers, Th e Pearl Frontier: Indonesian Labor and Indigenous Encounters in Australia’s Northern Trading Network (Honolulu: University of Hawai’i Press, 2015), 227 pp., $28 (paperback) Backpacking toward European Integration Richard Ivan Jobs, Backpack Ambassadors: How Youth Travel Integrated Europe (Chicago: University of Chicago Press, 2017), 352 pp., 32 illustrations, $35 (paperback) Recovering Mobility in American Jewish History Shari Rabin, Jews on the Frontier: Religion and Mobility in Nineteenth-Century America (New York: New York University Press, 2017), 208 pp., $40 (hardback) Which Mobilities? Critical Perspectives on Mobility, Norms, and Knowledge Marcel Endres, Katharina Manderscheid, and Christophe Mincke, eds., Th e Mobilities Paradigm: Discourses and Ideologies (London: Routledge, 2016), 235 pp., £36.99 (paperback) What Makes a Trail? Robert Moor, On Trails: An Exploration (New York: Simon & Schuster, 2016), 340 pp., $16 (paperback) Airports: Cathedrals of Unsustainable Dreams? Alain de Botton, A Week at the Airport: A Heathrow Diary (London: Profi le Books, 2009), 112 pp., £8.99 (paperback)
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 | 0.001 | 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 | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 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 it