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
This is the Spring 1997 issue of SHARP News. SHARP News (ISSN 1073-1725) is the quarterly newsletter of the Society for the History of Authorship, Reading and Publishing, Inc. Editor: David Finkelstein; Associate Editor: Linda Connors; Book Review Editor: Fiona Black. CONTENTS: IN MY VIEW; THE TITLE AS A TEACHING TOOL; CALL FOR PAPERS; CONFERENCE ANNOUNCEMENTS; CALL FOR BOOK CONTRIBUTIONS; SCHOLARLY LIAISONS; EXHIBITIONS; COURSE ANNOUNCEMENTS; LECTURES AND SEMINARS; BOOK REVIEWS; BRIEF NOTICES; NEW PUBLICATIONS; SHARPEND. This issue includes the following contributions: IN MY VIEW, by Robert L. Patten (pp. 1-2); THE TITLE AS A TEACHING TOOL, by Eleanor Shevlin (pp. 2-4); Printed Matters: Printing, Publishing and Urban Culture; American Historical Association Pacific Coast Branch Conference; History of the Book in Australia (HOBA) 1997 Conference (CALL FOR PAPERS) (p. 4); History of the Book in Canada; Re-reading the Past: New Methodologies and Approaches to the History of the Book; School of Criticism and Theory; Sources, Exemplars, and Copy-Texts: Influence and Transmission, 1350-1550; Canterbury Tales Project; Defining Print Cultures for Youth: Children and Reading Since 1876; National School of Information & Library Science; Writing and New Technologies in South-Mediterranean Countries; In Visible Languages: The Visible Dimensions of Print Culture; Macmillan Archive; International Association of Scholarly Publishers (CONFERENCE ANNOUNCEMENTS) (pp. 4-5); SHARP/ASA Caucus; American Literature Association (SCHOLARLY LIAISONS) (pp. 5-6); Edward Clark Seminars; Habits of Reading in Early Modern England; Old English Literature in Its Manuscript Context; 1997 Programme of Events of the Printing Historical Society (LECTURES AND SEMINARS) (p. 6); BOOK REVIEWS, by Brian Hillyard, David Hunter, Lee N. McLaird, Kate Levin, D.R. Woolf (pp. 6-9).
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 | 0.000 | 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 | 0.001 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 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 it