Bibliographic record
Abstract
Criticism: Patrick White's legacy: The critics weigh in Cynthia vanden Driesen and Bill Ashcroft, eds. Patrick White Centenary: The Legacy of a Prodigal Son. Newcastle upon Tyne, UK: Cambridge Scholars Publishing, 2014. 511 pp. £57.99. ISBN 978-1-4438-6040-6 Carolyn Bliss, University of Utah Fiction: The Vladimir Nabokov book club Gail Jones. A Guide to Berlin. Sydney: Vintage Books Australia, 2015. 262 pp. $32.99. ISBN 978-0-85798-815-7 Katy Crane, University of Alaska Fairbanks Fiction: Growing up in murky water Tony Birch. Ghost River. St. Lucia: University of Queensland Press, 2015. 294 pp. A$29.95. ISBN: 978-0-7022-5377-5 Eric-Alain Parker, Daytona State College Fiction: Idealism and guns Wendy Scarfe. Hunger Town. Mile End, SA: Wakefield Press, 2014. 454 pp. A$29.95. ISBN: 978-1-74305-336-2 Victoria Avery, University of Alaska Fairbanks Fiction: In the quiet company of a dreamer Felix Calvino. Alfonso. Melbourne: Arcadia, 2013. 117 pp. A$22.95. ISBN: 978-1-925003-20-8 Jennifer Popa, Austin, TX Poetry: A poetry mixed bag Adrian Caesar. Dark Cupboards New Rooms. London: Shoestring Press, 2014. 78 pp. £9.00. ISBN 978-1-910323-01-4 Carolyn Stice, University of Alaska Fairbanks Poetry: Careful clarities Simon West. The Ladder. Glebe, NSW: Puncher and Wattmann, 2015. 57 pp. A$25.00. ISBN: 978-1-92218-676-8 Dan Disney, Sogang University, Seoul Poetry: Undernotes of Desire Cassandra Atherton. Exhumed. Wollongong, NSW: Grand Parade Poets, 2015. 86 pp. A$21.95. ISBN 9-780987-129192 Dan Disney, Sogang University, Seoul Poetry: A precious gift Christine Townend. Walking with Elephants. Woodford: Island Press, 2015. 94 pp. A$20.00. ISBN 978-0-909771-90-4 Airica Parker, Colorado State University Nonfiction: Missed opportunities in Myanmar Lydia Laube. From Burma to Myanmar: On the Road to Mandalay. Adelaide: Wakefield Press, 2015. 166 pp. A$24.95. ISBN 978-1-74305-392-8 Natalie Taylor, University of Alaska Fairbanks Children's Literature: A zoo is not a zoo, or, Ecopoetics for children Mark Riordan. The Poetry of Queensland: B. J. P. Burnsyde Anthology, Book Six. Illustrations by Bailie Reichardt. Middletown, DE: CreateSpace, 2016. 76 pp. $16.95. ISBN 978-1-52332-417-0 U. S. Dhuga, Toronto, Canada
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 | 0.001 | 0.008 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.004 | 0.005 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.010 | 0.005 |
| Open science | 0.003 | 0.003 |
| Research integrity | 0.003 | 0.004 |
| Insufficient payload (model declined to judge) | 0.510 | 0.472 |
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".