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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
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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.

104 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
104 works in the cohort · of 4,299,418page 2 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. 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
Grainger (W.W.) Inc.
2007· article· en· Mergent s Dividend Achievers· Business, Management and Accounting
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
DEVELOPING AN "OPERATIONS VISION"
K Wykle
2000· article· en· Public roads· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Recalling the Lead-Free Manhattan Project
Anthony J. Rafanelli, Linda Woody
2014· article· SMTA International· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
DEVELOPING AND TESTING A MULTIMODAL ELECTRONIC SUPPLY CHAIN MANIFEST
Erik Wik, Dan Murray, D. Stock
2002· article· en· 9th World Congress on Intelligent Transport SystemsITS America, ITS Japan, ERTICO (Intelligent Transport Systems and Services-Europe)· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Grainger (W.W.) Inc.
2006· article· en· Mergent s Dividend Achievers· Business, Management and Accounting
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Shedding Light on a Dark Situation
Carol Carpenter
2003· article· en· Opflow· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Grainger (W.W.) Inc.
2008· article· en· Mergent s Dividend Achievers· Business, Management and Accounting
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
Fires fuel renewal : California fire departments buying 15 Sikorsky Firehawks at more than $20 million apiece; Viking offering upgraded CL-215 waterbomber and looking to restarting CL-415 production; France's Securite Civil buying more Q400-based multirole tankers from Canada's Conair
Graham Warwick, James V. Drew
2018· article· en· Aviation week & space technology· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Sales growth at EnPro remains strong
2011· article· en· Sealing Technology· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
SAFETY, INTERCHANGEABILITY GO HAND-IN-HAND
P T Ameen, D C Meeks
2000· article· en· Railway age· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Decision Modeling as Applied to Obsolescence
James Green, David Darling
2003· article· en· AIAA's 3rd Annual Aviation Technology, Integration, and Operations (ATIO) Forum· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
2022 WEST COAST SECURITY CONFERENCE WELCOMING REMARKS
Candyce Kelshall
2023· article· en· The Journal of Intelligence Conflict and Warfare· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Keystone Pipeline Better Option than Rail
Tom Zoellner
2014· article· en· Chapman University Digital Commons (Chapman University)· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Coast Guard on the Western Rivers
Kevin Kiefer, Patrick E. Clark, Leon McClain
2007· article· en· Coast Guard Journal of Safety & Security at Sea, Proceedings of the Marine Safety & Security Council· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
MARK IV TO DEVELOP A US "SUPERTAG"
P Samuel
2000· article· en· RCC's public works financing· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Guidelines for Creating Safe and Efficient Freight-Supportive Communities
Jim Gough, Brett Sears
2014· article· fr· Transportation 2014: Past, Present, Future - 2014 Conference and Exhibition of the Transportation Association of Canada // Transport 2014 : Du passé vers l'avenir - 2014 Congrès et Exposition de 'Association des transports du Canada· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Greetings to IHTC'2014 participants
Ferial El-Hawary
2014· article· en· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Warrants for ITS Devices – Results of Warrants Testing to Date
Dean Deeter, Ray Starr, Bill Legg
2008· article· en· 15th World Congress on Intelligent Transport Systems and ITS America's 2008 Annual MeetingITS AmericaERTICOITS JapanTransCore· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
fundvenueaboutno affunlabeled
AINA News
Karen McCullough
2018· article· en· ARCTIC· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Fast iPhone Repair Services in Vancouver Within 30 Minute
2020· article· en· Zenodo (CERN European Organization for Nuclear Research)· Business, Management and Accounting
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
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