Characterization of cuticular chitin‐binding proteins of <i>Leptinotarsa decemlineata</i> (Say) and post‐ecdysial transcript levels at different developmental stages
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
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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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) | 0.000 | 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