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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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Marine Ecology and Invasive Species
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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.

899 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.
899 works in the cohort · of 4,299,418page 16 of 18

Labels cover 0 of 899 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 899 of 899 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 affno abstractunlabeled
Halifax maintains no-burn stance
2022· other· en· Saint Mary's University Institutional Repository (Saint Mary's University)· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affno abstractunlabeled
Le rôle du gouvernement canadien en Ayiti
2023· article· fr· Érudit (Université de Montréal)· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
Coming Back to Canada
2018· other· en· YorkSpace (York University)· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
CKOC 1150 kHz 22 June 2014 0325 UTC
2014· other· en· Bulletin of Miscellaneous Information (Royal Gardens Kew)· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
2D or Not To Be: The Story and Science of Graphene
2018· article· en· Arizona State University Library Digital Repository (Arizona State University)· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Nunataq
2005· other· en· University of North Texas Digital Library (University of North Texas)· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Columbus, Ohio
2009· other· en· OhioLink ETD Center (Ohio Library and Information Network)· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
fundno affunlabeled
Not only better sampling, but also better modelling
2013· article· en· CINECA IRIS Institutional Research Information System (Fondazione Edmund Mach)· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Trachelas minor O. Pickard-Cambridge 1872
2021· article· en· Zenodo (CERN European Organization for Nuclear Research)· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
From Inuit to Circumpolar Studies : Issues, Topics and Debates
2022· article· en· Digital Access to Libraries (Université catholique de Louvain (UCL), l'Université de Namur (UNamur) and the Université Saint-Louis (USL-B))· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Taylor's Universiti, UIAM ungguli debat perdana
2016· other· en· Universiti Putra Malaysia Institutional Repository (Universiti Putra Malaysia)· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
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