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4,299,418 works, Canadian by any of four routes.

Every filter state is a URL; the URL is the query; the query is citable via /q/⟨hash⟩. The page, the API and the export parse the same parameters.

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The current cohort, streamed from the database: every work column, the machine labels, the provisional scores, and the per-row validation status. Exports are capped at 100,000 rows. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.

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Methods and protocols in food science
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Direct Codex and Gemma labels are unvalidated and sparse. Distilled predictions cover the full frame and are also unvalidated. Choose the evidence source explicitly; absence of a direct label is never a negative label.

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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

20 results · 1 filter active ·
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20222025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
20 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 20 works in this cohort. The rest are unlabeled, which is not a negative label: the label table is sparse today and grows as labeling rounds land.

Distilled predictions cover 20 of 20 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

fundno affno abstractunlabeled
Wine Analysis and Testing Techniques
2024· book· en· Methods and protocols in food science· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
6
citations
affno abstractunlabeled
Analysis of Novel Food Proteins from Plants
Peyman Habibi, Imran Khan, Srividhya Venkataraman, Mehrin Faija, Taufiq Nawaz, Kathleen Hefferon
2024· book-chapter· en· Methods and protocols in food science· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
4
citations
fundno affno abstractunlabeled
Proteomics Applied to Foods
2024· book· en· Methods and protocols in food science· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
3
citations
affno abstractunlabeled
Probiotic Cheeses
Celso F. Balthazar, Julien Chamberland, Marie‐Claude Gentès
2023· book-chapter· en· Methods and protocols in food science· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
1
citations
fundno affno abstractunlabeled
Food Waste Valorization
2025· book· en· Methods and protocols in food science· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Fluorescence and Chemiluminescence Assays in Food Analysis
Haider Ijaz, Khadija Munawar, Aman Ullah, Usama Anwar, Ayesha Baig, Mujahid Farid +2 more
2025· book-chapter· en· Methods and protocols in food science· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Protein-Polysaccharide Interaction Analysis via AFM
Giuliana T. Franco, Rafael Resende Assis Silva, Yi Lu, Taíla Veloso de Oliveira, L. H. C. Mattoso
2025· book-chapter· en· Methods and protocols in food science· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Electrochemical Techniques for Food Contaminant Detection
Ann Justin Kappen, A Nikhilesh, V. C. Anitha Krishanan, H. P. Vasantha Rupasinghe, Jobil J. Arackal
2025· book-chapter· en· Methods and protocols in food science· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Different Methods to Assess the Trigeminal System
Gözde Filiz, Johannes Frasnelli
2023· book-chapter· en· Methods and protocols in food science· Neuroscience
machine prediction:candidate · noneconsensus · none
0
citations

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