Characterization of cuticular chitin‐binding proteins of <i>Leptinotarsa decemlineata</i> (Say) and post‐ecdysial transcript levels at different developmental stages
Bibliographic record
Abstract
Seven cuticle chitin-binding proteins (Ld-CP1v1 to 7) were deduced from antenna cDNAs of adult Colorado potato beetles, Leptinotarsa decemlineata (Say), based on their consensus sequences. The mature proteins consisted of 87-188 residues. Ld-CP1v1 formed a distinct orthologous protein cluster (OP1) along with four proteins from other insect species in a neighbor-joining phylogenetic tree. These proteins also contained a proline glutamine-rich (PQ-rich) region and a highly conserved C-terminal motif (Phr). Their consensus region lacked the defined aromatic triad. Ld-CP2 to 6 clustered with those bearing RR-1 consensus and Ld-CP7 with RR-2 consensus. Ld-CP1v1 to 4 were expressed at the post-ecdysial period in all the developmental stages whereas Ld-CP5 to 7 were expressed mainly in adults.
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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 | 0.000 | 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 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".