Does Phenotypic Plasticity Confound Attempts to Identify Hominin Fossil Species?
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
It has been hypothesised recently that masticatory strain-induced phenotypic plasticity complicates efforts to delineate species in the hominin fossil record. Here, we report a study that evaluated this hypothesis by subjecting craniodental data from 8 Old World monkey species to ANOVA and discriminant analysis. The study does not support the hypothesis. Characters associated with high masticatory strains were found to exhibit significantly higher levels of variability than low-to-moderately strained characters and dental characters, but the three sets of characters did not differ markedly in taxonomic utility. Moreover, the best discrimination was achieved when all variables were employed. These results suggest that phenotypic plasticity likely plays only a minor confounding role in hominin taxonomy, and that, rather than attempting to exclude phenotypically plastic characters, researchers should simply maximise the number of characters examined.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.003 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 0.002 |
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