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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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Sustainable Supply Chain Management
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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.

1,400 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.
1,400 works in the cohort · of 4,299,418page 4 of 28

Labels cover 7 of 1,400 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 1,400 of 1,400 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundno abstractunlabeled
Take-back regulation: Remanufacturing or Eco-design?
Mostafa Pazoki, Hamed Samarghandi
2020· article· en· International Journal of Production Economics· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
80
citations
affunlabeled
Exploration and exploitation within supply networks
Jury Gualandris, Hervé Legenvre, Matteo Giacomo Maria Kalchschmidt
2018· article· en· International Journal of Operations & Production Management· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
80
citations
affunlabeled
Sustainability in the Fast Fashion Industry
Xiaoyang Long, Javad Nasiry
2022· article· en· Manufacturing & Service Operations Management· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
73
citations
affunlabeled
Optimizing Organic Waste to Energy Operations
Barış Ata, Deishin Lee, Mustafa H. Tongarlak
2012· article· en· Manufacturing & Service Operations Management· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
69
citations
affunlabeled
Transition from Linear to Circular Economy
Sugam Upadhayay, Omaima Alqassimi
2018· article· en· Westcliff International Journal of Applied Research· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
67
citations
affunlabeled
Multi-tier sustainable supply chain management: a case study of a global food retailer
Adegboyega Oyedijo, Simonov Kusi‐Sarpong, Muhammad Shujaat Mubarik, Sharfuddin Ahmed Khan, Kome Utulu
2023· article· en· Supply Chain Management An International Journal· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
63
citations
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