The Ibis: transformations in a twentieth century British natural history journal
Bibliographic record
Abstract
The contents of the British Ornithologists' Union's journal, The Ibis, during the first half of the 20th century illustrates some of the transformations that have taken place in the naturalist tradition. Although later generations of ornithologists described these changes as logical and progressive, their historical narratives had more to do with legitimizing the infiltration of the priorities of evolutionary theory, ecology, and ethology than analyzing the legacy of the naturalist tradition on its own terms. Despite ornithologists' claim that the journal's increasing focus on "biology" represented a natural development after the preliminary phase of systematics and geographical ornithology, in fact a small group campaigned to bring the priorities of population ecology, behavior, and selection theory into the journal and British ornithology more generally. The problems involved in this transition highlight the importance of methodological and institutional context in determining and reinforcing appropriate research programs for ornithologists. Comparing the discipline-building rhetoric of moderns with the contents of the past illustrates how modern evaluations of 19th century research programs have been enmeshed in ornithologists' endeavors to forge new identities for traditional disciplines.
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 | 0.002 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.004 |
| Science and technology studies | 0.006 | 0.007 |
| Scholarly communication | 0.009 | 0.002 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.006 | 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 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".