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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.

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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Maritime Ports and Logistics
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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
aboutaboutness

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

753 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.
753 works in the cohort · of 4,299,418page 10 of 16

Labels cover 0 of 753 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 753 of 753 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
[no title]
2024· other· en· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Improving Reliability on Surface Transport Networks
Antoine Frémont, Peter Kain, Jari Kauppila
2010· book· en· HAL (Le Centre pour la Communication Scientifique Directe)· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Ports
Peter Hall
2017· other· en· International Encyclopedia of Geography· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Competitiveness of Port-Cities: The Case of Marseille-Fos - France
Lucie Billaud, Jasper Cooper, Claude Comtois, Suzanne Chatelier, Léonie Claeyman, César Ducruet +6 more
2012· preprint· en· HAL (Le Centre pour la Communication Scientifique Directe)· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Flexibility of Freight Transport Sectors
Hens Runhaar, Rob van der Heijden, Bart Kuipers
2002· article· en· European journal of transport and infrastructure research· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Toronto, Ohio
2009· other· en· OhioLink ETD Center (Ohio Library and Information Network)· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations

How this was built: Screen · Findings · About