Vertical Zonation of Some Crustose Lichens (Verrucariaceae) in Bay of Fundy Littoral Zones of Nova Scotia
Bibliographic record
Abstract
Despite harsh conditions provided by wave action, salinity, UV exposure, and other pressures, lichens provide most of the substrate cover in the rocky littoral zone. We documented the vertical zonation and general ecology of several littoral members of the lichenized ascomycete family Verrucariaceae from 7 sites along Nova Scotia's Bay of Fundy coast. We identified lichens morphologically and confirmed species using ITS rDNA barcoding to provide novel biodiversity data. We documented 8 lichens in Nova Scotia littoral zones, with all transects showing low lichen diversity and moderate evenness. Vertical zonation was not strongly correlated with mean low tide; a variety of biotic and abiotic factors likely affected the distribution of the few species determining lichen community composition in this region.
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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 | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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".