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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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Water Quality and Pollution Assessment
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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.

affaffiliation
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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.

1,194 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.
1,194 works in the cohort · of 4,299,418page 20 of 24

Labels cover 3 of 1,194 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 1,194 of 1,194 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affaboutunlabeled
Environmental variables measured in 85 lakes across Canada
Cindy Paquette, Yannick Huot, Irene Gregory‐Eaves, Beatrix E. Beisner
2023· dataset· en· Zenodo (CERN European Organization for Nuclear Research)· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
afffundaboutunlabeled
Seasonal lead release to drinking water and the effect of aluminum
Benjamin F. Trueman, Aaron Bleasdale-Pollowy, Javier A Locsin, Jessica L. Bennett, Wendy H Krkošek, Graham A. Gagnon
2022· preprint· en· ChemRxiv· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Science of Lakes - Multidisciplinary Approach
2023· book· en· Environmental sciences· Environmental Science
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affno abstractunlabeled
10.1016/0967-0653(93)92537-t
2000· article· en· Time to knit· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Index
Philippe Quevauviller, Olivier Thomas, A. Van der Beken
2006· paratext· en· Water quality measurements series· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
مؤشر جودة المياه في هور أبو زرك
بسمة فرج, سهيل عبود, حيدر علي
2024· article· ar· Journal of Al-Rafidain University College For Sciences ( Print ISSN 1681-6870 Online ISSN 2790-2293 )· Environmental Science
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
0
citations
affunlabeled
Iron geochemistry in a contaminated urban soil dedicated to stormwater infiltration
Vincent Chatain, Mathieu Gautier, Clémentine Drapeau, Mostafa Benzaazoua, Laurent Lassabatère, Gislain Lipeme Kouyi +1 more
2019· article· en· HAL (Le Centre pour la Communication Scientifique Directe)· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affno abstractunlabeled
10.1016/0967-0653(95)91719-5
2000· article· en· Time to knit· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Avaliação de impactos ambientais na microbacia do rio Inhandava
Evanisa Fátima Reginato Quevedo Melo, Rodrigo Henryque Reginato Quevedo Melo, Pietra Taize Bueno
2019· article· pt· Periódico Eletrônico Fórum Ambiental da Alta Paulista.· Environmental Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
0
citations
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How this was built: Screen · Findings · About