The life of Boyle Travers Finniss (1807-1893)
Bibliographic record
Abstract
Boyle Travers Pinnies came to South Australia when his hopes of a military career had been shattered. His original intention was to become a member of the landed gentry in a new colony where only the best aspects of the British social system would be retained. When this proved impracticable he set out to make a name for himself in other fields. Finniss was a prominent figure in South Australian politics for a quarter of a century and progressed slowly but surely until he reached the highest positions in the province. It is ironic that Finniss, a man who spent all his life endeavouring to keep his image before the public eye, should die in compatative obscurity and that today his name is rarely mentioned in South Australian school text books. Undeniably he had many opportunities to achieve his ambition to become a great figure in colonial history but he neglected to make the most of his chances. His failure to reach his goal was due partly to his limited ability and to a greater extent to this propensity in times of stress to sacrifice principles for expediency.
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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.010 | 0.003 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.017 | 0.003 |
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".