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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.

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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Aquatic Ecosystems and Phytoplankton Dynamics
Retraction
Abstract
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Label agreement
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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
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.

2,732 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.
2,732 works in the cohort · of 4,299,418page 4 of 55

Labels cover 2 of 2,732 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 2,732 of 2,732 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affvenueno abstractunlabeled
Changes in the thermal stability of Lake Simcoe from 1980 to 2008
Eleanor A. Stainsby, Jennifer G. Winter, Hamdi Jarjanazi, Andrew M. Paterson, David O. Evans, Joelle D. Young
2011· article· en· Journal of Great Lakes Research· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
118
citations
affunlabeled
Pigments and photoacclimation processes
Christophe Brunet, Geir Johnsen, Johann Lavaud, Suzanne Roy
2011· book-chapter· en· Cambridge University Press eBooks· Environmental Science
distilled prediction:candidate · noneconsensus · none
118
citations
afffundunlabeled
ACCELERATED MOLECULAR EVOLUTION IN HALOPHILIC CRUSTACEANS
Paul D. N. Hebert, Elpidio A. Remigio, John K. Colbourne, Derek J. Taylor, Chris C. Wilson
2002· article· en· Evolution· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
114
citations
affunlabeled
Global diversity of aquatic macrophytes in freshwater
Patricia A. Chambers, P. Lacoul, Kevin Murphy, Sidinei Magela Thomaz
2008· book-chapter· en· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
113
citations
affunlabeled
Structural Diversity, Characterization and Toxicology of Microcystins
Noureddine Bouaı̈cha, Christopher O. Miles, Daniel G. Beach, Zineb Labidi, Amina Djabri, Naila-Yasmine Benayache +1 more
2019· preprint· en· Preprints.org· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
102
citations
affunlabeled
Defining Chlorophyll-a Reference Conditions in European Lakes
Sandra Poikāne, Maria Helena Alves, Christine Argillier, Marcel van den Berg, Fabio Buzzi, Eberhard Hoehn +17 more
2010· article· en· Environmental Management· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
101
citations
venueno affunlabeled
Effects of fish on plankton dynamics: a theoretical analysis
Marten Scheffer, Sergio Rinaldi, Yuri A. Kuznetsov
2000· article· en· Canadian Journal of Fisheries and Aquatic Sciences· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
97
citations

How this was built: Screen · Findings · About