Bibliographic record
Abstract
h charged residues preceding a hydrophobic region of 17 amino acids. The nucleotide sequences of the and barley Ltp promoters are well conserved for approximately 140 bp upstream of the ATG start codon and then diverge considerably. The conserved region includes the putative and TATA sites but not other regulatory sites. XbaI Ltp1 T. aestivum XbaI XbaI T. aestivum LtpW1 LtpW1 Ltp1 et al LtpW1 CAT Isolation and Characterization of a Cereal Aleurone Promoter from Wheat John Simmonds, Leslie Cass, Linda Harris and Sharon Allard Agriculture and Agri-Food Canada, Eastern Cereal and Oilseed Research Centre, Ottawa, ON., K1A 0C6 Introduction Results and Discussion Expression of wheat aleurone Ltp genes. Triticum aestivum The cereal aleurone layer is composed of specialized cells surrounding the starchy endosperm. The aleurone differentiates from endosperm cells 10-21 days postpollination and has several uniq
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.040 | 0.027 |
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".