Babes in the Woods: Wilderness Aesthetics in Children's Stories and Toys, 1830-1915
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Abstract Representations of nonhuman wild animals in children's stories and toys underwent dramatic transformation over the years 1830-1915. During the earlier part of that period, wild animals were presented to children as being savage and dangerous, and that it was necessary for them to be killed or brutally constrained. In the 1890s, an animalcentric discourse emerged in Nature writing, along with an animal-human symbiosis in scientific child study that highlighted childhood innocence, resulting in a valuing of wild animals based upon their similarity to humans. This article will describe the aesthetic devices of children's stories and play materials in relation to the dominant, emerging, and residual ideas about the wild communicated by adults to children through these means.
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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 | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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 it