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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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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
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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.

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 15 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. 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.

aboutno affunlabeled
Toronto Waterfront Revitalisation
Sean Stanwick
2007· article· en· Architectural Design· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affvenueaboutunlabeled
Canadian Ports: Trends and Opportunities
M C Ircha
2008· article· en· Canadian Political Science Review· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Rail Transport: Freight
Claude Comtois
2017· other· en· International Encyclopedia of Geography· Engineering
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Driving the Train
Brian Baird Alstadt, Jeffrey L. Coughlin
2012· article· en· Transportation Research Record Journal of the Transportation Research Board· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Geoprocessing and Sustainable Design of Grand Parks in Dubai
Leonardo José Mataruna-Dos-Santos, Mohamed Ahmed Hamed Mahmoud Sayed Ahmed Abdelwahab Al Shibini, Jaume Cazorla Milla, Asli Cazorla Milla, Mohammed Sayeed Khan
2024· article· en· Journal of Sustainable Development· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Prince Rupert revs up
Alex Binkley
2015· article· ru· Ports and harbors· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Container Security at Dry Ports
Girish Gujar, Adolf K.Y. Ng, Zaili Yang
2018· book-chapter· en· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
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