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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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Environmental Reviews
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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.

677 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.
677 works in the cohort · of 4,299,418page 9 of 14

Labels cover 3 of 677 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 677 of 677 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affunlabeled
Cigarette butts in the environment: a growing global threat?
Nirhvana Felipe da Silva, Maria Christina Barbosa de Araújo, Jacqueline Santos Silva-Cavalcanti
2023· article· en· Environmental Reviews· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
18
citations
afffundvenueaboutunlabeled
Canada’s international and national commitments to sustain marine biodiversity<sup>1</sup>This manuscript is a companion paper to Hutchings et al. (doi:10.1139/a2012-011) and Hutchings et al. (doi:10.1139/er-2012-0049) also appearing in this issue. These three papers comprise an edited version of a February 2012 Royal Society of Canada Expert Panel Report.
David VanderZwaag, Jeffrey A. Hutchings, Simon Jennings, Randall M. Peterman
2012· article· en· Environmental Reviews· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
17
citations
venueaboutno affunlabeled
Natural emissions of mercury to the atmosphere in Canada
G. Mark Richardson, Ian Mitchell, M Mah-Paulson, T Hackbarth, R G Garrett
2003· article· en· Environmental Reviews· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
15
citations
venueno affunlabeled
Can <i>Cylindrospermopsis raciborskii</i> invade the Baltic Sea?
Jonna Engström‐Öst, Ivana Savatijević Rašić, Andreas Brutemark, Romi Rancken, Gordana Subakov Simić, Ane T. Laugen
2015· article· en· Environmental Reviews· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
15
citations
venueno affunlabeled
Conditions controlling atmospheric pollutant deposition via snowpack
Marek Błaś, Katarzyna Cichała-Kamrowska, Mieczysław Sobik, Żaneta Polkowska, Jacek Namieśnik
2010· article· en· Environmental Reviews· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
14
citations
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