ARCTIC Notes on Two Deep-Water Calanoids (Aetideopsis rostrata and Neoscolecithrix farrani) from Lancaster Sound
Bibliographic record
Abstract
ABSTRACT. Two unusual calanoid copepods were collected in deepwater samples from eastern Lancaster Sound. The hitherto unknown male ofAetideopsis rosrruru is described and the frs t record OfNeoscolecithrix farrani from the western North Atlantic is reported. Key words: Canadian Arctic, zooplankton, Calanoida, morphology, distribution RfiSUMfi. Deux especes inhabituelles de copkpodes calanoids furent recueillies au cours de 1’6chantillonnage des eaux profondes de la partie est du d6troit de Lancaster. Le specimen mgle de I’Aerideopsis rostrutu, autrefois inconnu, est d6crit et le Neoscolecithrixfurruni identifi6 pour la premiere fois dans la partie ouest de l’Atlantique du nord. Traduit par Ian Badgley, Amhatech, Inc., Sherbrooke.
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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 | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 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".