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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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Plant and animal studies
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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
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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.

6,230 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.
6,230 works in the cohort · of 4,299,418page 11 of 125

Labels cover 8 of 6,230 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 6,230 of 6,230 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
What causes wing wear in foraging bumble bees?
Danusha J. Foster, Ralph V. Cartar
2011· article· en· Journal of Experimental Biology· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
108
citations
afffundunlabeled
Towards a multi‐trophic extension of metacommunity ecology
Laura Melissa Guzman, Rachel M. Germain, Coreen Forbes, Samantha Straus, Mary I. O’Connor, Dominique Gravel +2 more
2018· article· en· Ecology Letters· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
108
citations
affunlabeled
Global biogeography of mating system variation in seed plants
David A. Moeller, Ryan D. Briscoe Runquist, Annika M. Moe, Monica A. Geber, Carol Goodwillie, Pierre‐Olivier Cheptou +8 more
2017· article· en· Ecology Letters· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
106
citations
affno abstractunlabeled
Mutualisms Are Not on the Verge of Breakdown
Megan E. Frederickson
2017· review· en· Trends in Ecology & Evolution· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
106
citations
affno abstractunlabeled
The Role of Evolution in Shaping Ecological Networks
Simon T. Segar, Tom M. Fayle, Diane S. Srivastava, Thomas M. Lewinsohn, Owen T. Lewis, Vojtêch Novotný +2 more
2020· review· en· Trends in Ecology & Evolution· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
105
citations
afffundunlabeled
Network ecology in dynamic landscapes
Marie‐Josée Fortin, Mark R. T. Dale, Chris Brimacombe
2021· article· en· Proceedings of the Royal Society B Biological Sciences· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
103
citations
affunlabeled
Pollination by Animals
Nickolas M. Waser, Jessica R. K. Forrest
2014· other· en· Encyclopedia of Life Sciences· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
103
citations
affunlabeled
A critique for eco‐evolutionary dynamics
Andrew P. Hendry
2018· article· en· Functional Ecology· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
103
citations
affunlabeled
Evolutionary origins for ecological patterns in space
Mark C. Urban, Sharon Y. Strauss, Fanie Pelletier, Eric P. Palkovacs, Mathew A. Leibold, Andrew P. Hendry +4 more
2020· article· en· Proceedings of the National Academy of Sciences· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
102
citations

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