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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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Halal products and consumer behavior
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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.

affaffiliation
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venuejournal
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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.

201 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
201 works in the cohort · of 4,299,418page 2 of 5

Labels cover 0 of 201 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 201 of 201 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Hard Hit by Halal Meat Cartel Controversy
Nor Aida Abdul Rahman, Mohd Amri Abdullah, Azizul Hassan, Kamran Mahroof
2023· book-chapter· en· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
7
citations
aboutno affunlabeled
HALAL IN THE FOOD INDUSTRY AROUND THE GLOBE
Mansoor Abdul Hamid, Oslida Martony, Mazarina Devi
2022· article· en· Journal of Halal Science and Technology· Social Sciences
distilled prediction:candidate · stsconsensus · none
7
citations
aboutno affunlabeled
Measuring Halal awareness at Bingol City
İmran Aslan
2016· article· en· Journal of Social Sciences (COES&RJ-JSS)· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
7
citations
venueno affunlabeled
The Lifestyle Halal in European Marketing
Ahmed Ameur Ameur
2011· article· en· Review of Economics and Finance· Social Sciences
distilled prediction:candidate · noneconsensus · none
5
citations
venueno affunlabeled
Judaism and Jewish Business Practices
Samuel L. Dunn, Joshua D. Jensen
2018· article· en· International Journal of Business Administration· Social Sciences
distilled prediction:candidate · noneconsensus · none
4
citations
affunlabeled
PENDAMPINGAN PERIZINAN PIRT DAN SERTIFIKASI HALAL PRODUK BAKPIA DAN MAKANAN RINGAN PELAKU UMKM DUSUN LOPATI, TRIMURTI, SRANDAKAN, BANTUL
Muhammad Fariez Kurniawan, Darul Septiawan, Zulkifli Andrian, Dita Anggraini, Alditta Khoirun Nisa, Safna Tiara Zahira +4 more
2022· article· id· Jurnal Pengabdian Kepada Masyarakat MEMBANGUN NEGERI· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+research_integrity+insufficient_payloadconsensus · metaepi_narrow
2
citations
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