A Morphometric Study of Synechanthus (Palmae)
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 Synechanthus, a genus of two species, is widely distributed from southern Mexico through Central America to the Pacific coast of Colombia and Ecuador. Univariate, bivariate, and multivariate statistical methods, based on data taken from herbarium specimens, were used to examine morphological variation between and within species. The species are clearly distinguished based on qualitative variables, and means of most quantitative variables are significantly different between the two. Synechanthus warscewiczianus is distributed more or less continuously from Nicaragua to Ecuador. No variables are correlated with latitude, but three are correlated with elevation. In central Panama, small-sized plants occur on three isolated peaks. These can be separated from larger-sized plants with discriminant analysis, and two of the three small-sized populations can be separated from each other. The distribution of S. fibrosus, from Mexico to Costa Rica, encompasses three separate populations that can be distinguished from one another by discriminant analysis. No variables are correlated with elevation or latitude. Communicating Editor: Fred R. Barrie
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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 | 0.001 |
| 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) | 0.010 | 0.001 |
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