Bibliographic record
Abstract
Shiver (Nikki Gemmell) (Reviewed by Darren Defrain, Western Michigan University)Wrack (James Bradley) (Reviewed by David Callahan, University of Aveiro)Snake (Kate Jennings) (Reviewed by Mary-Robyn Adams, University of North Carolina at Greensboro)Welcome to Tangier (Morris Lurie) (Reviewed by Tim Bowers, Australian Defence Force Academy)Bracelet Honeymyrtle (Judith Fox) (Reviewed by Cleo Lloyd da Silva, Los Angeles)Follow the Rabbit-Proof Fence (Doris Pilkington and Nugi Garimara) (Reviewed by Tonya Bolden, New York)Australian Gay and Lesbian Plays (Bruce Parr, ed.) (Reviewed by Rosemary Keefe, Southwest Missouri State University)The Language of Oysters (Robert Adamson and Juno Gemes) (Reviewed by Michael Wiley, DePaul University)Eclipse (Bobbi Sykes) (Reviewed by Jennifer Kelly, University of Calgary)Subhuman Redneck Poems (Les Murray) (Reviewed by Bert Almon, University of Alberta)Contemporary Painting in New Zealand (Michael Dunn) (Reviewed by Charles C. Eldredge, University of Kansas)Peter Carey (Graham Huggan) (Reviewed by Carolyn Bliss, University of Utah)Henry Handel Richardson (Michael Ackland) (Reviewed by Marian Arkin, City University of New York, LaGuardia)Writing in Hope and Fear: Literature on Politics in Postwar Australia (John McLaren) (Reviewed by Robert Zeller, Southeast Missouri State University)David Williamson: A Writer's Career (Brian Kiernan) (Reviewed by Norbert Schaffeld, University of Leipzig)"And the Birds Began to Sing": Religion and Literature in Post-Colonial Culture (Jamie S. Scott, ed.) (Reviewed by Marion Spies, Wuppertal University)Arthur's Dream: The Religious Imagination in the Fiction of Patrick White (Michael Giffin) (Reviewed by Graeme Sharrock, University of Chicago)Kenneth Slessor (Adrian Caesar) (Reviewed by Herbert C. Jaffa, New York University)Aboriginal Spirituality: Past, Present, Future and Martung Upah: Black and White Australians Seeking Partnership (Anne Pattel-Gray, ed.) (Reviewed by Marilyn Strelau, Simsbury High School)Desert Places (Robyn Davidson) (Reviewed by Bansari Mitra, State University of New York at Buffalo)Off the Deep End: Travels in Forgotten Frontiers (Tony Perrottet) (Reviewed by Philip O'Neill, Santa Clara University)The Year the Dragon Came (Sang Ye, ed.) (Reviewed by Lyn Jacobs, Flinders University)Artful Histories: Modern Australian Autobiography (David McCooey) and The Tornis Complex: Exile and Eros in Australian Literature (Irina Grigorescu Pana) (Reviewed by Philip O'Neill, Santa Clara University)The Fiftieth Gate: A Journey Through Memory (Mark Raphael Baker) (Reviewed by Barbara Shollar, New School for Social Research)
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 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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.026 | 0.096 |
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; both teacher heads 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".