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Record W4381890063 · doi:10.1007/s00217-023-04266-1

Morphological characterization and in vitro digestibility of seven Lathyrus sativus (grass pea) accessions originating from Eurasia, Africa, and Canada

2023· article· en· W4381890063 on OpenAlex
Siwar Lassoued, C. Valeria L. Giosafatto, Loredana Mariniello, Neïla Trifi-Farah

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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueEuropean Food Research and Technology · 2023
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicGenetic and Environmental Crop Studies
Canadian institutionsnot available
FundersUniversità degli Studi di Napoli Federico II
KeywordsLathyrusBiologyGenetic diversityCropAgronomyBotanyDendrogramPrincipal component analysisHorticulture

Abstract

fetched live from OpenAlex

Abstract Lathyrus sativus is considered as an important economical source of high-quality proteins and adaptability to global climate change. To detect accessions useful for future breeding strategies, the genetic variability among and within seven Lathyrus sativus accessions was assessed by morphological characters and the in vitro digestibility study. An important genetic diversity was found using various morphological traits. The significant heterogeneity revealed by variance analysis (ANOVA) and correlation test could be elucidated by the different geographical origins of the studied accessions and the natural selection of grass pea. The Principal Component Analysis (PCA) and Hierarchical Cluster Analysis (HCA) exhibited the accumulation of several genotypes in the same cluster which confirm that these genotypes are not dispersed according to their origin. Whereas, the individuals of grass pea from Ethiopia were collected in distinct group indicating that these samples are close each other’s and are different from the other accessions. In the same aim, the in vitro digestion model showed that most of the proteins were digested after 60-min incubation except the β-lathyrin protein. The different digestion kinetics found could be used as a method to distinguish different crop accessions. In fact, the densitometry analysis of β-lathyrin protein band showed that grass pea from Ethiopia, Germany, Bangladesh, and Morocco were more digested than grass pea from Canada, Afghanistan, and Greece in gastric phase, and Grass pea from Afghanistan and Germany were more digested than the rest of the samples in duodenal phase.

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.

Full frame distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.730
Threshold uncertainty score0.996

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.051
GPT teacher head0.254
Teacher spread0.203 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it