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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.

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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Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)
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Retraction
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Label status

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.

87 results · 1 filter active ·
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20182025
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Machine labels · sparse coverage
Evidence
Language
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
87 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 87 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 87 of 87 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affvenueunlabeled
OpenRefine: An Approachable Open Tool to Clean Research Data
Meg Miller, Natalie Vielfaure
2022· article· en· Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)· Computer Science
distilled prediction:candidate · sts+scholarly_communication+open_scienceconsensus · open_science
12
citations
affvenueaboutunlabeled
Climate change data
Tomasz Mrozewski
2019· article· en· Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
4
citations
affvenueaboutunlabeled
Learning from a Distance
Guinsly Mondésir, Lisl Schoner-Saunders
2023· article· en· Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)· Computer Science
distilled prediction:candidate · noneconsensus · none
2
citations
affvenueunlabeled
Movebank
Tomasz Mrozewski
2018· article· en· Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
affvenueunlabeled
Academic Map Library Weeding
Martin Chandler
2023· article· en· Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)· Social Sciences
distilled prediction:candidate · noneconsensus · none
1
citations
afffundvenueunlabeled
Getting a Grip on Research Data Management
Barb Znamirowski
2021· article· en· Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · none
1
citations
affvenueunlabeled
The data is falling!
Martin Chandler
2025· article· en· Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)· Social Sciences
distilled prediction:candidate · stsconsensus · none
1
citations
afffundvenueno abstractunlabeled
Honorary Member Award
Meg Miller
2024· article· en· Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affvenueunlabeled
Book Reviews
Sarah Simpkin
2019· article· en· Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affvenueunlabeled
Empowered Workflows: Automation for Everyone
Barbara Znamirowski
2018· article· en· Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
afffundvenueaboutunlabeled
Publishing historical air photos in Alma Digital
René Duplain
2024· article· en· Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affvenueaboutunlabeled
City Character Prints
Rhys Stevens
2024· article· en· Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affvenueaboutunlabeled
Touring through an open house
Larry Laliberté
2023· article· en· Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
0
citations
affvenueaboutunlabeled
State of the Bulletin
Martin Chandler, Saman Goudarzi, Meg Miller, Paul Pival
2025· article· en· Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Book Reviews
Sarah Simpkin
2020· article· en· Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affvenueaboutunlabeled
Belle Park from the Air 1924-2024.
Francine Berish
2024· article· en· Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affvenueaboutunlabeled
Stampede Story Map
Renna Truong
2025· article· en· Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
0
citations
afffundvenueaboutunlabeled
Bulletin Report – GIS Days 2022
L Sutherland, Francine Berish, Martin Chandler, René Duplain, Jordan Michael Fuller, Kara Handren +2 more
2023· article· en· Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
0
citations
affvenueunlabeled
Situating GIS Services: New Neighbours and Spaces
Barbara Znamirowski
2019· article· en· Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Planetary GIS and the USGS Astrogeology Science Center
Tomasz Mrozewski
2019· article· en· Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affvenueaboutunlabeled
Book Reviews
Paul Pival, Rhys Stevens, Francine Berish, Zack MacDonald
2023· article· en· Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Where in the world can you find your ancestors?
Larry Naukam
2018· article· en· Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affvenueaboutunlabeled
My Protracted Stay in New Zealand 2019-2020; So Far!
Alberta Auringer Wood
2020· article· en· Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Where's My Parking Lot?
Greg Young
2018· article· en· Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Navigating Conflict
Justiina Taika Salo Devries
2024· article· en· Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Place Name Change and GIS
Karen Jensen
2025· article· en· Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Here Today, Here Tomorrow?
Martin Chandler
2024· article· en· Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affvenueaboutunlabeled
Woods, Water, and Meadows
Sandra Sawchuk
2024· article· en· Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)· Social Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
0
citations
affvenueunlabeled
Sphering the Square
Martin Chandler
2025· article· en· Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Mac Mapping in the Map Library by Colleen Beard
Colleen Beard, L. W. Laliberté
2025· article· en· Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations

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