An unsettled spirit : the life & frontier fiction of Edith Lyttleton (G.B. Lancaster)
Bibliographic record
Abstract
Part one Beginnings, Tasmania and New Zealand 1873-1909: chapter one - forebears chapter two - life at Rokeby chapter three - the emergence of the writer chapter four - the early fiction. Part two The middle years, London, 1909-1925: chapter five - on starting again, London via Canada, 1909-1913 chapter six - literary London 1910-14, makeweight years in the magazine market chapter seven - the war years, 1914-18 chapter eight - London (and Canada) 1919-25, professionalism and its discontents. Part three The later years,wandering 1926-1945: chapter nine - starting again, 1926-32 chapter ten - pageant and its publishers, 1933 chapter eleven - return to New Zealand and Australia, 1933-38 chapter twelve - Nova Scotia, Norway and England, 1938-43 chapter thirteen - last words, Grand Parade 1943 chapter fourteen - last months.
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.004 | 0.003 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.013 | 0.005 |
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; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".