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Record W2949609240

EFFECTS OF SHORT-TERM GERMINATION AND AUTOCLAVING ON SELECTED COMPOUNDS IN FABA BEAN AND FABA BEAN APPLICATIONS IN LOW-FAT PORK BOLOGNA

2019· dissertation· en· W2949609240 on OpenAlexfundno aff
Xinyi Wei

Bibliographic record

Venuenot available
Typedissertation
Languageen
FieldAgricultural and Biological Sciences
TopicBanana Cultivation and Research
Canadian institutionsnot available
FundersCollege of Agriculture and Bioresources, University of SaskatchewanCenters for Disease Control and PreventionAgriculture and Agri-Food CanadaSaskatchewan Pulse Growers
KeywordsGerminationTerm (time)HorticultureBiologyAgronomyEnvironmental scienceChemistryPhysics
DOInot available

Abstract

fetched live from OpenAlex

The overall goal of this project was to investigate the levels of selected chemical components of faba bean (Vicia faba) seeds produced in North America, and the performance of ingredients derived from faba bean in low-fat pork bologna. This project was divided into two studies. In study I, protein, fat, ash, total starch, and total dietary fibre (TDF) were determined in five faba bean cultivars: Snowdrop, Snowbird, Taboar, Fabelle, and Malik, that were produced in North America from three lots representing biological replicates. The effect of short-term germination and autoclaving on the level of undesired compounds, including phytic acid, vicine/convicine, oligosaccharides, and total phenolics, were also evaluated. \nFaba bean varieties had 30-33% protein, 3-4% ash, ~1% fat, 35-40% starch, and 25-27% total dietary fibre. Phytic acid in faba bean was 1.6-1.8% with no statistically significant difference between varieties. Seeds of Fabelle variety had the lowest (p<0.05) vicine and convicine content. No significant difference was found among cultivars for the levels of oligosaccharides. The contents of verbascose (37.5-64.0 mg/g) and stachyose (20.4-25.5 mg/g) were higher than raffinose (8.7-8.9 mg/g) content for all faba bean cultivars. Content of total phenolics among faba bean varieties was significantly (p<0.05) different. Snowdrop and Snowbird had the highest content of total phenolics, while Fabelle had the lowest values for total phenolic content. Germination had no significant effect on phytic acid, vicine (except Snowbird), and convicine levels in faba bean seeds. The oligosaccharides showed significant (p<0.05) reduction upon germination: raffinose by 100%, stachyose by 60%, verbascose by 80% at 72-hour of germination. Upon germination, total phenolic content in Snowdrop and Snowbird showed significant reduction but not Taboar, Fabelle, and Malik varieties. Autoclaving did not present a significant (p<0.05) effect on phytic acid, vicine /convicine, and oligosaccharides while the total phenolic content showed a significant reduction (15-23%) after autoclaving, especially for the varieties of Taboar, Snowbird, and Malik. \nIn study II, six binders, including wheat flour, pea starch, cotyledon flour (Malik), cotyledon flour (Fabelle), faba bean starch fraction (commercial), and faba bean protein fraction (commercial), were used in production of low-fat pork bologna with two (1.5 and 3%) incorporation levels. Further their chemical composition and functional properties were investigated, and the physicochemical, textural, and sensory properties of bologna were evaluated. All binders significantly (p < 0.05) increased viscosity of the raw meat batters. The cook loss of all bologna products with binders was low (0.5%, w/w) and no significant difference on purge loss among all binders was observed. Products with 3% wheat flour and faba bean protein fraction had significantly lower expressible moisture values when compared to the control. The colour parameters of cooked bologna surface were in a narrow range of L* (69-70), a* (16-18), or b* value (14-16). The texture profile analysis (TPA) showed binders did not change the hardness, cohesiveness, springiness, and chewiness of bologna compared to the control. Bologna with 3% of wheat flour significantly (p<0.05) increased the torsional true stress at failure compared to the control product without a binder while only a limited effect on shear strain was observed. Sensory evaluation of these products by a 12-member trained panel indicated that that the addition of 3% wheat flour resulted in significantly higher sensory firmness scores than the control. Except the products containing Malik cotyledon flour, addition of other binders at 3% significantly (p<0.05) reduced the perception of juiciness of bologna. Products containing binders at 1.5 or 3% showed no effect on graininess and overall flavour intensity scores except the bologna with 3% of Fabelle cotyledon flour which had significantly (p<0.05) increased intensity of foreign flavour. No significant difference was found in overall acceptability among bologna with any of the binders at either level. Faba bean ingredients showed similar effect on textural and sensory properties of bologna products as compared to reference binder ingredients, showing their potential in low-fat meat products.

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 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 score0.844
Threshold uncertainty score0.348

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
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 head0.013
GPT teacher head0.277
Teacher spread0.264 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

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".

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Citations9
Published2019
Admission routes1
Has abstractyes

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