Morphometric measurements of zoeal stages of snow crab, Chionoecetes opilio (O. Fabricius, 1788) (Decapoda, Oregoniidae), from the southeastern Gulf of Saint Lawrence (Canada)
Why this work is in the frame
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Bibliographic record
Abstract
Abstract A total of 743 zoea I and II snow crab ( Chionoecetes opilio (O. Fabricius 1788)) were collected in the northwest Atlantic, Canada, in 2012 and 2013. Nine larval appendages were measured for both zoeal stages (410 zoeae I and 333 zoeae II). Snow crab larval morphometric information in the current literature was examined from the Sea of Japan, the northern Pacific, the Northwestern Atlantic, the Barents Sea, and the Kara Sea. Larval size measurements from the present study, conducted at the southernmost sampling location, were compared with those of seven different geographic locations worldwide. Results suggested an increasing trend in the rostro-dorsal spine length with latitude.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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 it