Are Standards and Distance Education to be the Saviors of the Library Profession, and Will NISO and ACLTS Lead the Way? or, Reflections on the NISO/ALCTS Webinar Series in Light of the Report of the Library of Congress Working Group on the Future of Bibliographic Control
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
Click to increase image sizeClick to decrease image size Notes NOTES AND REFERENCES 1. Library of Congress. Working Group on the Future of Bibliographic Control. On the Record: Report of The Library of Congress Working Group on the Future of Bibliographic Control (Washington, DC: Library of Congress, January 9, 2008), 39. Available at: http://www.loc.gov/bibliographic-future/news/lcwg-ontherecord-jan08-final.pdf 2. Ibid., 39. 3. Overview of NISO Workrooms at http://www.niso.org/workrooms (accessed July 25, 2008). 4. On the Record, 37–38. 5. Karen A. Wetzel, “Demystifying Library Standards”; slide 8. 6. As a Canadian and nonmember of ALCTS, I am much more apt to go to LC's website or NISO's website in search of serials standards. 7. Association for Library Collections and Technical Services. Serials Standards Bibliography. Available at: http://www.lita.org/ALCTSTemplate.cfm?Section=alctssectionscont&template=/ContentManagement/ContentDisplay.cfm&ContentID=69094 (accessed July 20, 2008). 8. ISSN Agency, “Total Number of Records in the ISSN Register.” Available at: http://www.issn.org/files/issn/statistiques/total_numberofrecords.pdf 9. ISSN Agency, “What is an ISSN-L?” Available at: http://www.issn.org/2-22637-What-is-an-ISSN-L.php 10. The SICI standard is available at: http://www.niso.org/standards/resources/Z39-6.pdf 11. NISO, ANSI/NISO Z39.43–1993. Available at: http://www.niso.org/standards/resources/Z39-43.pdf, 1. 12. Library of Congress, MARC 21 Format for Holdings Data (Washington, DC: Library of Congress, Network Development and MARC Standards Office, 2007 update), introduction. 13. NISO, ANSI/NISO Z39.41–1997. Available at: http://www.niso.org/standards/resources/Z39-41.pdf, foreword. 14. Karen A. Wetzel, “Demystifying Library Standards”; slide 16. 15. Pamela Bluh, “Demystifying Library Standards”; slide 7. 16. Karen A. Wetzel, “Demystifying Library Standards”; slide 17. 17. American Library Association, The State of America's Libraries: A Report from the American Library Association. Available at: http://www.ala.org/ala/pio/presscentera/piopresskits/2008statereport/draft-0001c-press.pdf, 10.
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 | 0.005 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.002 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| 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 it