Heterolaophonte natator n. sp. (Copepoda, Harpacticoida) from Haida Gwai, British Columbia — and possible relatives in the U.K. and Iceland
Bibliographic record
Abstract
Abstract A new species of the genus Heterolaophonte Lang, 1948 is described. Heterolaophonte natator n. sp. was first collected from eelgrass in Louscoone Inlet, Moresby Island, Haida Gwai. The leg armature is provided for the new species and others that are either similar or reported from British Columbia coastal waters. Although both the female and male have distinct paddling leg armatures, the male fourth leg with its unique minute endopodite and third leg with a plug on the endopodite are characteristics shared with the male of a European laophontid copepod, H. littoralis (T. Scott & A. Scott, 1893). Both unique and shared characteristics are provided in the description as well as a discussion of similar copepods, particularly the association with a European species, as well as three others with similar characteristics, all of whom live in formerly glaciated areas.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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 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".