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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 Research Communications
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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.

93 results · 1 filter active ·
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20192025
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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.
93 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 93 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 93 of 93 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundaboutunlabeled
Drainage reduces the resilience of a boreal peatland
Lorna I. Harris, Nigel T. Roulet, Tim R. Moore
2020· article· en· Environmental Research Communications· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
54
citations
afffundaboutunlabeled
Environmental attributes and sedentary behaviours among Canadian adults
Mohammad Javad Koohsari, Koichiro Oka, Tomoki Nakaya, Ai Shibata, Kaori Ishii, Akitomo Yasunaga +1 more
2020· article· en· Environmental Research Communications· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · sts
14
citations
affunlabeled
The politics of red meat consumption and climate change
Becky L. Choma, Raluca A. Briazu, Vashisht Asrani, Ana M. Cojocariu, Yaniv Hanoch
2024· article· en· Environmental Research Communications· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
13
citations
affunlabeled
Potential increase in oil and gas well leakage due to earthquakes
Mary Kang, Yuhan Dong, Yajing Liu, James P. Williams, Peter Douglas, Jeffrey M. McKenzie
2019· article· en· Environmental Research Communications· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
13
citations
affunlabeled
Risk assessment of human exposure to lead and cadmium in tissues of Blackchin Tilapia (Sarotherodon melanotheron) from an intertidal creek in the Niger Delta region of Nigeria
Owhonda Chikeru Ihunwo, Millicent Uzoamaka Ibezim-Ezeani, Vremudia Onyeayana Wekpe, Amir Reza Shahabinia, Estefanía Bonnail, Prince Chinedu Mmom +1 more
2022· article· en· Environmental Research Communications· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
10
citations
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