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
Journal Article Book Reviews Get access Semantic Challenges to Realism: Dummett and Putnam. By Mark Quentin Gardiner. ( Univ. of Toronto Press, 2000. Pp. x + 267. Price £55.00.)An Identity Theory of Truth. By Julian Dodd. (London: Palgrave, 2000. Pp. ix + 199. Price £42.50.)Matters of Mind: Consciousness, Reason, and Nature. By Scott Sturgeon. (London: Routledge, 2000. Pp. x + 166. Price £16.99.)Persons and Bodies: a Constitution View. By Lynne Rudder Baker. ( Cambridge UP, 2000. Pp. xii + 233. Price £35.00 h/b, £12.95 p/b.)Functions in Mind: a Theory of Intentional Content. By Carolyn Price. ( Oxford UP, 2001. Pp. 263. Price £35.00.)Philosophical Theories of Probability. By Donald Gillies. (Routledge: London, 2000. Pp. xiv + 223. Price £14.99.)Real Conditionals. By William G. Lycan. (Oxford: Clarendon Press, 2001. Pp. vii + 223. Price £25.00.)Sociative Logics and their Applications: Essays. By Richard Sylvan. Edited by D. Hyde and G. Priest. (Aldershot: Ashgate, 2000. Pp. 429. Price £50.00.)Social Constructivism and the Philosophy of Science. By André Kukla. (London: Routledge, 2000. Pp. xii + 170. Price £15.99.)Doing Things for Reasons. By Rüdiger Bittner. ( Oxford UP, 2001. Pp. xi + 204. Price £35.00.)The Doctrine of Double Effect: Philosophers Debate a Controversial Moral Principle. Edited by P.A. Woodward. ( Univ. of Notre Dame Press, 2001. Pp. 317. Price $34.95 h/b, $18.95 p/b.)Justice and Punishment: the Rationale of Coercion. By Matt Matravers. ( Oxford UP, 2000. Pp. xiv + 286. Price £40.00.)Culture and Equality: an Egalitarian Critique of Multiculturalism. By Brian Barry. (Cambridge: Polity Press, 2001. Pp. xi + 399. Price £55.00 h/b, £16.99 p/b.) The Philosophical Quarterly, Volume 53, Issue 210, January 2003, Pages 117–154, https://doi.org/10.1111/1467-9213.00303 Published: 28 April 2003
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 | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.009 | 0.009 |
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