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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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Smart Materials for Construction
Retraction
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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.

871 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.
871 works in the cohort · of 4,299,418page 11 of 18

Labels cover 2 of 871 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 871 of 871 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.

affaboutunlabeled
Canada_construction_emissions_inventory Public_Data
Leopold Wambersie, Claudiane Ouellet‐Plamondon
2023· dataset· en· Zenodo (CERN European Organization for Nuclear Research)· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Применение циклической вольтамперометрии при моделировании долговременной эксплуатации системы «Металл полимерное покрытие»
Александр Вячеславович Сюгаев, Алевтина Михайловна Ляхович, Наталья Васильевна Лялина, Сергей Максимович Решетников
2007· article· en· Bulletin of Udmurt University Series Economics and Law· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
affvenueaboutunlabeled
Joint Standards meeting - 2010 - Minutes
Tim Kelsall
2010· article· en· Canadian acoustics· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Figure-5-1.pdf
Jean‐François Godbout
2020· dataset· en· Harvard Dataverse· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affno abstractunlabeled
10.1016/b978-0-08-043003-4.50100-5
2000· book-chapter· en· Time to knit· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Making Winter Driving Safer - Establishing Performance Standards for Winter Maintenance
S Otto
2015· article· en· TAC 2015: Getting You There Safely - 2015 Conference and Exhibition of the Transportation Association of Canada // ATC: Destination sécurité routière - 2015 Congrès et Exposition de l'Association des transports du Canada· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
L'entretien hivernal des routes : concilier protection de l’environnement et sécurité routière
A Perreault, N Gagnon, F Champagne
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· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Canada_construction_emissions_inventory_[Public_Data]
Leopold Wambersie, Claudiane Ouellet‐Plamondon
2023· dataset· en· Zenodo (CERN European Organization for Nuclear Research)· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affaboutunlabeled
Canada_construction_emissions_inventory_[Public_Data]
Leopold Wambersie, Claudiane Ouellet‐Plamondon
2024· dataset· en· Zenodo (CERN European Organization for Nuclear Research)· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Winter Performance Measures in Alberta, Canada
Roy Jurgens, Jack Chan, Lynne Cowe Falls
2006· article· en· Transportation research circular· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Toronto Winter Maintenance Program Review
P Noehammer, Douglas Guthrie, John T. Hubbell, A Lightstone
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· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Load of help
Elizabeth Loder, Benoit Pouliot
2012· article· en· Roads & bridges/Roads & bridges (Des Plaines, Ill. Online)· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
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