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Record W3149440072

Poultry Products Processing: An Industry Guide

2001· book· en· W3149440072 on OpenAlexaff

Bibliographic record

Venuenot available
Typebook
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicIdentification and Quantification in Food
Canadian institutionsUniversity of Guelph
Fundersnot available
KeywordsStunningScaldingModified atmosphereFood scienceVacuum packingMeat packing industryCritical control pointBiologyFood safetyMedicineShelf life
DOInot available

Abstract

fetched live from OpenAlex

1. Poultry Meat Processing and Product Technology: Introduction Production Consumption Trends in Poultry Meat Marketing Export Markets References 2. Basic Anatomy and Muscle Biology: Introduction Structure of Meat-Producing Poultry Muscle Tissue Muscle Proteins Muscle Contraction Fiber Type Epithelial Tissue Nervous Tissue Connective Tissue Postmortem Changes References 3. Catching and Hauling Live Birds: Introduction Catching Hauling References 4. Primary Processing of Poultry: Introduction Receiving and Weighing Stunning Bleeding Scalding Feather Removal Oil Gland and Feet Removal Rehanging Evisceration Inspection Giblet Harvest Lung, Head, and Crop Removal Inside/Outside Bird Wash Chilling Weighing, Grading and Packing Optional Treatments Electrical Stimulation References 5. Stunning of Poultry: Introduction Electrical Stunning Gas Stunning Mechanical Stunning No Stunning Studying the Effect of Stunning on Electroencephalogram (EEG) Neck Cutting and Bleeding References 6. Inspection, Grading, Cut Up and Composition: Introduction Inspection Grading and Classification Classification Cut Up and Yield Composition References 7. Preservation by Chilling, Heating, and Other Means: Introduction Preservation by Low Temperature (Chilling, Freezing) Thawing Preservation by High Temperature Drying Preservation by Chemicals Radiation Modified Atmosphere and Vacuum Packaging References 8. Meat Processing Equipment: Introduction Size Reduction Mixing Injection Tenderization and Maceration Tumbling and Massaging Stuffing and Linking Forming Battering and Breading Cooking Smoking Slicing and Dicing Packaging Metal Detection References 9. Poultry Products Formulations and Gelation: Introduction Processed Poultry Products Non-Meat Ingredients Recipes Protein Gelation Comminuted Meat Batters (Meat Emulsions) References 10. Battering and Breading: Introduction Pre-Dusting Battering Breading Developing a Batter and Breading System Frying Freezing Troubleshooting References 11. Microbiology and Sanitation: Introduction Types of Microorganisms and Growth Factors Affecting Microbial Growth Assessing the Number of Microorganisms Potential Contamination Sources during Poultry Processing Significant Microorganisms in Poultry Meat Sanitation in Poultry Processing Plants Sampling and Microbiological Criteria References 12. Hazard Analysis Critical Control Points (HACCP): Introduction The Seven HACCP Principles HACCP Models Poultry Slaughter Model Cooked Product Model Battered and Breaded Chicken Fillets References 13. Meat Color and Flavor: Introduction Light and Color Meat Color Factors Affecting Skin and Meat Color Color Defects Flavor of Poultry Meat References 14. Measuring Sensory and Functional Properties: Introduction Sensory Evaluation Texture Water-Holding Capacity (WHC) Fat-Holding Capacity References 15. By-Products and Waste: Introduction Feathers Offal and Bone The Pet Food Industry Rendering Wastewater Treatment References Index

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)0.001
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.130
Threshold uncertainty score0.435

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.002
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.1300.169

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 head0.033
GPT teacher head0.307
Teacher spread0.274 · 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 designNot applicable
Domainnot available
GenreOther

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

Citations107
Published2001
Admission routes1
Has abstractyes

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