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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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Service-Oriented Architecture and Web Services
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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.

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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.

1,366 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.
1,366 works in the cohort · of 4,299,418page 23 of 28

Labels cover 0 of 1,366 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 1,366 of 1,366 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
PLANNING FOR ITS RESEARCH & DEVELOPMENT: CANADIAN EXPERIENCE
W F Johnson, R M Zavergiu
2001· article· en· 8th World Congress on Intelligent Transport SystemsITS America, ITS Australia, ERTICO (Intelligent Transport Systems and Services - Europe)· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Improvement Study of IPSec NAT-Traversal
HU Yan-hui
2011· article· en· Microcomputer applications· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Semantic Web Services
Reda Alhajj, Jon Rokne
2018· book-chapter· en· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Virtuoso Business Mashups
Bhadri Madapusi, Polina Gohshtein, Valentina Popescu
2009· article· en· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Relationship Mining
2014· book-chapter· en· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
The Value Cycle
Gerald Grant, Robert Collins
2016· book-chapter· en· Palgrave Macmillan US eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
LANZHOU TRANSPORTATION PLANNING'S DECISION SUPPORT SYSTEM
L I Suo-Ping, Yuan Zhan-Ting
2000· article· en· SECOND ASIA PACIFIC CONFERENCE & EXHIBITION ON TRANSPORTATION AND THE ENVIRONMENT 11-13 APRIL 2000 BEIJING, P.R.CHINA· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
The 3 rd Workshop on Automatic Service Composition
Ying Zou, Bipin Upadhyaya, Alex Lau, Joanna Ng
2011· article· en· Conference of the Centre for Advanced Studies on Collaborative Research· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Advances in Services Computing
Lina Yao, Xia Xie, Qingchen Zhang, Laurence T. Yang, Albert Y. Zomaya, Hai Jin
2015· book· en· Lecture notes in computer science· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Bolero.net in the semantic web and GRID environment
Violeta Damjanović, Vladan Devedžić, Dragan Djurić, Dragan Gašević
2006· article· en· International Journal of Web Based Communities· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Tech tips with Gnull and Voyd
Chester Gnull, Laverta Voyd
2007· article· en· Linux journal· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
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