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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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Transportation Systems and Infrastructure
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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.

104 results · 1 filter active ·
Categories
Machine labels · sparse coverage
Evidence
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
104 works in the cohort · of 4,299,418page 1 of 3

Labels cover 0 of 104 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 104 of 104 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affaboutunlabeled
Intermodal Safety in the Transport of Oil
2013· article· en· SSRN Electronic Journal· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
11
citations
affno abstractunlabeled
The Uneasy Case of Programmed Obsolescence
2020· article· en· SSRN Electronic Journal· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
4
citations
aboutno affunlabeled
FREEFLOW TOLLING CROSSES OCEANS
2002· article· en· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
aboutno affunlabeled
Water/wastewater drives ITT’S Q2 growth
2003· article· en· Pump Industry Analyst· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
aboutno affunlabeled
Rails, Tales and Western Shales
2013· article· en· Progressive railroading· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
DEVELOPING AND TESTING A MULTIMODAL ELECTRONIC SUPPLY CHAIN MANIFEST
2002· article· en· 9th World Congress on Intelligent Transport SystemsITS America, ITS Japan, ERTICO (Intelligent Transport Systems and Services-Europe)· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · metaepi_narrow
0
citations
aboutno affunlabeled
Agyneta allosubtilis Loksa 1965
2013· article· en· Zenodo (CERN European Organization for Nuclear Research)· Business, Management and Accounting
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
fundvenueaboutno affunlabeled
AINA News
2018· article· en· ARCTIC· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
EXPERIENCE OF FOREIGN COUNTRIES ON PRELIMINARY HEARING
2024· article· en· Zenodo (CERN European Organization for Nuclear Research)· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
DEVELOPING AN "OPERATIONS VISION"
2000· article· en· Public roads· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
MARK IV TO DEVELOP A US "SUPERTAG"
2000· article· en· RCC's public works financing· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affunlabeled
Interagency Collaboration and National Security
2021· article· en· The Journal of Intelligence Conflict and Warfare· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
0
citations
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