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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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Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)
Topic
Retraction
Abstract
Evidence source
Study design
Label agreement
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 ·
Results by year
20182025
Publication date
Categories
Machine labels · sparse coverage
Evidence
Language
Type
Citations
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
87 works in the cohort · of 4,299,418page 2 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
GeoAI- The future was here!
Martin Chandler
2023· article· en· Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)· Social Sciences
distilled prediction:candidate · stsconsensus · none
0
citations
affvenueunlabeled
Book Reviews
Paul Pival, Martin Chandler
2023· article· en· Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affvenueaboutunlabeled
My story in Calgary
Rodrigo Amado
2023· article· en· Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affvenueaboutunlabeled
How Did Kenow Mountain Get its Name?
Rhys Stevens
2019· article· en· Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affvenueunlabeled
GitHub and Jekyll for Publishing GIS Workshop Content
Evan Thornberry, Phil White
2020· article· en· Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affvenueaboutunlabeled
Trading Card Project
Esther Kok
2025· article· en· Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)· Social Sciences
distilled prediction:candidate · stsconsensus · none
0
citations
affvenueunlabeled
ACMLA Membership 2021 List
Eva Dodsworth
2021· article· en· Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affvenueunlabeled
Membership list / Liste des members
Meg Miller
2023· article· en· Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affvenueunlabeled
Cartography, Ephemera, and Colonialism
Marina Brint
2025· article· en· Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Books Reviewed by: Martin Chandler and Virginia Pow
Sarah Simpkin
2018· article· en· Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affvenueaboutunlabeled
Mapping Archival Architecture Records
Marina Brint
2025· article· en· Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affvenueaboutunlabeled
Transit Vector Data
Joël Rivard, Meaghan Kenny
2023· article· en· Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
MAPCART
Saman Goudarzi, Bronwen Glover, Kelly Penfold
2025· article· en· Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Alma Rosé
Rachel Arseneau
2024· article· en· Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affvenueaboutunlabeled
University of Manitoba GISHub
Meg Miller, Mullai Manickavalli
2021· article· en· Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affvenueaboutno abstractunlabeled
News from Canadian Associations and Universities
Eva Dodsworth, Marilyn Andrews
2019· article· en· Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
afffundvenueunlabeled
Going Global: GIS Day(s) 2020
L Sutherland, Sarah Woloschuk, Veronica Berry
2020· article· en· Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affvenueaboutunlabeled
News from Canadian Associations and Universities
Marilyn Andrews
2018· article· en· Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
Book Review: Great Lakes in 50 Maps
Brendan Whyte
2025· article· en· Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affvenueaboutunlabeled
Carto 2024
Meg Miller
2024· article· en· Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · none
0
citations
affvenueno abstractunlabeled
Vermeer’s Maps
Rebecca Bartlett
2024· article· en· Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affvenueno abstractunlabeled
Membership List
Meg Miller
2024· article· en· Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affvenueno abstractunlabeled
Mapping Narrations
Zack MacDonald
2024· article· en· Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affvenueno abstractunlabeled
AGM Minutes (Translated)
Meg Miller
2024· article· en· Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueaboutno affunlabeled
Canada’s Place Names and How to Change Them
Karen Jensen
2024· article· en· Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
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