Bibliographic record
Abstract
La campagne de 1872 du Franz met en avant un certain nombre de points concernant la transformation de la pche australienne de coquilles perlires au 19me sicle. En 1872, ses modes de fonctionnement, ses relations sociales et ses arrangements financiers taient quasi-identiques ceux pratiqus auparavant dans le Pacifique occidental dans la pche la baleine et dans les idustries du bois de santal et de la bche de mer (trpang). Cependant, les rapports humains bord se transformaient tant la pche demandait un investissement accru et une main d'oeuvre plus exprimente. Les capitaines des bateaux de pche de coquilles perlires devaient faire face des rgimes de normalisation changeant et des dcalages des centres d'influence vers des frontires maritimes lointaines. Tout manquement de s'y adapter pouvait prouver dsastreux.
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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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 teacher head, 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".