Bibliographic record
Abstract
Welcome to spring for many of our readers - except those of us in northern Alberta where winter, beautiful winter, just won’t let go this year. You can be sure that we will appreciate spring all the more when it finally takes hold.On a sad note, Andrea Deakin (for whom this publication is named), informed us that Jan Ormerod recently passed away. The Guardian’s obituary of Sunday, February 3, 2013 reminds us that Jan Ormerod “brought a fresh vision to children's picturebooks with her luminous images, storytelling genius and understanding of how children behave” and that she was “admired for her ability to cut away all that was unnecessary in her stories.” (www.guardian.co.uk/books/2013/feb/03/jan-ormerod).Although too late for interested groups to participate in the voting this year, the Rocky Mountain Book Award winners will be announced on April 23, 2013. This is a readers’ choice award in its 13th year where groups of students in grades 4-7 read, then vote for, their favourite book from a shortlist of “exemplary Canadian literature” chosen by a committee of teachers, librarians, parents, and students. The award is sponsored in part by the Lethbridge (Alberta) school district and the University of Lethbridge. All the information about participating and pervious winners is at http://rmba.lethsd.ab.ca/index.htm (although the website design is a little challenging to use).As indicated in our last issue, the various 2013 awards from the Association for Library Service to Children division of the American Library Association have been announced. The 2013 Newbery Medal (contribution to American literature for children) winner was The One and Only Ivan by Katherine Applegate. The 2013 Caldecott Medal (picture book artist) winner wasThis Is Not My Hat, written and illustrated by Jon Klassen. For other medal winners as well as “honor book” recognition, see www.ala.org/alsc/awardsgrants/bookmedia.By the way, if keeping track of book awards is a favourite past-time, have a look at the Canadian Children’s Award Index posted by the Canadian Children’s Book Centre at www.bookcentre.ca/awards/canadian_awards_index. I hope you have lots of free time if you want to keep track of them all.On that note, have a wonderful spring and start setting aside piles of books for your summer reading pleasure.David Sulz, Communications EditorDavid is a Public Services Librarian at University of Alberta and liaison librarian to Economics, Religious Studies, and Social Work. He has university studies in Library Studies, History, Elementary Education, Japanese, and Economics; he formerly taught in schools and museums. His interests include physical activity, music, home improvements, and above all, things Japanese.
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.
How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.009 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.004 | 0.005 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.010 | 0.005 |
| Open science | 0.002 | 0.003 |
| Research integrity | 0.005 | 0.005 |
| Insufficient payload (model declined to judge) | 0.501 | 0.520 |
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; the direct Gemma label and the distilled Codex classifier agree on what is shown here.
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".