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Record W7019103037

Expeller/cold-pressed canola as a valuable feed ingredient for poultry

2023· dissertation· en· W7019103037 on OpenAlexfundaboutno aff

Bibliographic record

VenueMspace (University of Manitoba) · 2023
Typedissertation
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicNitrogen and Sulfur Effects on Brassica
Canadian institutionsnot available
FundersNatural Sciences and Engineering Research Council of CanadaSaskatchewan Canola Development Commission
KeywordsCanolaAmenIngredientDry matterComposition (language)Chemical compositionExtraction (chemistry)Raw material
DOInot available

Abstract

fetched live from OpenAlex

The utilization of the expeller/cold-pressing method for producing canola oil from its seeds is becoming increasingly popular. Apart from its relatively high protein content, expeller/cold-pressed canola (ECPC) retains residual oil, making it a valuable protein and energy source for poultry. Unlike the conventional pre-press solvent extraction process, cold pressing does not apply heat or moisture to canola seeds. As a result, the use of different processing technology leads to variation in the chemical composition and nutritive values of ECPC. Therefore, the primary objective of this research was to determine the detailed chemical composition and nutritive profile of twenty-two ECPC samples collected from canola seed expelling facilities in Western Canada. On a dry matter (DM) basis, ECPC contains on average 16.7% of ether extract (EE), 36.5% of crude protein (CP), 24.1% of neutral detergent fibre (NDF), 31.8% of total dietary fibre (TDF), 8.04% of sugars, 6.1% of ash, 1.0% of total P, 0.5% of non-phytate P, and 7.85 µmol/g of glucosinolates (GLS). The AMEn averaged 2386 kcal/kg but ranged from 2128 to 2604 kcal/kg, on a DM basis. Prediction equations for energy availability demonstrated a strong relationship between the fat, CP, ash, and NDF and the AMEn content (R2 = 0.94-0.99; P<0.05). The SIAAD of Lys, Met, Arg, and Thr averaged 85.2%, 93.5%, 88.1%, and 80.4%, respectively, and their standardized ileal digestible content averaged 1.61, 0.45, 1.57, and 1.17% on a DM basis, respectively. There were significant differences between plants in the standardized ileal digestibility of all amino acids except for Thr. Moreover, the significant variations were observed in the standardized ileal digestible content of all amino acids. The results of the growth performance study showed that there were no significant differences in the growth performance of broilers fed ECPC compared to the control treatment when diets were formulated based on digestible amino acid and metabolizable energy contents. Additionally, the developed prediction equations were successfully validated in growth performance study. Expeller/cold-pressed canola; chemical composition; broiler; AMEn; amino acids; growth performance

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 imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.056
Threshold uncertainty score0.111

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.010
GPT teacher head0.228
Teacher spread0.218 · 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 source (direct Gemma or distilled Codex), 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".

Quick stats

Citations0
Published2023
Admission routes2
Has abstractyes

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