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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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Advanced Manufacturing and Logistics Optimization
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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
fundfunder
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.

736 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.
736 works in the cohort · of 4,299,418page 12 of 15

Labels cover 2 of 736 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 736 of 736 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Toward Human-Centered Collaborative Robotics for Manufacturing
Emilia Pietras, Anna‐Sophie Ulfert, Aljaž Kramberger, Norbert Krüger, Leon Bodenhagen
2023· article· en· University of Southern Denmark Research Portal (University of Southern Denmark)· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Bernard Gendron and Operations Research
Teodor Gabriel Crainic, Antonio Frangioni, Michel Gendreau
2024· book-chapter· en· International series in management science/operations research/International series in operations research & management science· Engineering
distilled prediction:candidate · metaepi_narrow+bibliometrics+sts+scholarly_communication+research_integrity+insufficient_payloadconsensus · sts
0
citations
affunlabeled
Order picking in e-commerce warehouses
Mustapha Haouassi, Louis-Martin Rousseau, Jorge E. Mendoza, Yannick Kergosien
2018· preprint· fr· HAL (Le Centre pour la Communication Scientifique Directe)· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
venueno affno abstractunlabeled
10.1016/0960-4634(91)90063-l
2000· article· en· Time to knit· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affunlabeled
Capacity planning under fuzzy environment
Manoj Verma
2001· article· en· Library and Archives Canada (Government of Canada)· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
10.1016/s1544-8800(11)70033-1
2000· article· en· Time to knit· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affaboutgemma · no categorygpt · no categorymodels agree
Typologie des réseaux de manutention
André Langevin, Diane Riopel, Nathalie Marcoux
2002· article· fr· Les Cahiers du GERAD· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Kiln building material suppliers
2014· other· en· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Mecfor AGV TEAM: Q & A
Nadine Bloxsome, Éloïse Harvey
2019· article· en· Aluminium international today· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
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How this was built: Screen · Findings · About