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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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Biological reviews/Biological reviews of the Cambridge Philosophical Society
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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.

209 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.
209 works in the cohort · of 4,299,418page 3 of 5

Labels cover 0 of 209 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 209 of 209 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
The evolutionary ecology of deception
Mikael Mökkönen, Carita Lindstedt
2015· review· en· Biological reviews/Biological reviews of the Cambridge Philosophical Society· Social Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrityconsensus · sts
91
citations
fundno affunlabeled
Demographic effects of road mortality on mammalian populations: a systematic review
Lauren Moore, Silviu O. Petrovan, Adam J. Bates, Helen L. Hicks, Philip J. Baker, Sarah E. Perkins +1 more
2023· review· en· Biological reviews/Biological reviews of the Cambridge Philosophical Society· Environmental Science
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+insufficient_payloadconsensus · metaepi_narrow
87
citations
affunlabeled
Pterosaur dietary hypotheses: a review of ideas and approaches
Jordan Bestwick, David M. Unwin, Richard J. Butler, Donald M. Henderson, Mark A. Purnell
2018· review· en· Biological reviews/Biological reviews of the Cambridge Philosophical Society· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrow+sts+research_integrityconsensus · metaepi_narrow
82
citations
affunlabeled
Developmental anatomy of lampreys
Michael K. Richardson, Jeroen Admiraal, Glenda M. Wright
2009· review· en· Biological reviews/Biological reviews of the Cambridge Philosophical Society· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · metaepi_narrow
78
citations
afffundunlabeled
Life‐history strategies in salmonids: the role of physiology and its consequences
Kim Birnie‐Gauvin, Xavier Bordeleau, Steven J. Cooke, Jan Grimsrud Davidsen, Sindre Håvarstein Eldøy, Erika J. Eliason +2 more
2021· review· en· Biological reviews/Biological reviews of the Cambridge Philosophical Society· Environmental Science
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
66
citations
affunlabeled
A review of the osteoderms of lizards (Reptilia: Squamata)
Catherine J. Williams, Alexander Kirby, Arsalan Marghoub, Loïc Kéver, Sonya Ostashevskaya‐Gohstand, Sérgio Bertazzo +5 more
2021· review· en· Biological reviews/Biological reviews of the Cambridge Philosophical Society· Environmental Science
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+sts+research_integrity+insufficient_payloadconsensus · metaepi_narrow
64
citations
affunlabeled
A synthesis of deimatic behaviour
Eleanor Drinkwater, William L. Allen, John A. Endler, Roger T. Hanlon, Grace G. Holmes, Nicholas T. Homziak +15 more
2022· review· en· Biological reviews/Biological reviews of the Cambridge Philosophical Society· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
62
citations
affunlabeled
What can we teach <i>Lymnaea</i> and what can <i>Lymnaea</i> teach us?
Veronica Rivi, Cristina Benatti, Ken Lukowiak, Chiara Colliva, Silvia Alboni, Fabio Tascedda +1 more
2021· review· en· Biological reviews/Biological reviews of the Cambridge Philosophical Society· Neuroscience
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrityconsensus · metaepi_narrow+research_integrity
58
citations
afffundunlabeled
Disruptive physiology: olfaction and the microbiome–gut–brain axis
John Bienenstock, Wolfgang Kunze, Paul Forsythe
2017· review· en· Biological reviews/Biological reviews of the Cambridge Philosophical Society· Neuroscience
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrityconsensus · metaepi_narrow+sts+research_integrity
55
citations
afffundunlabeled
Olfactory camouflage and communication in birds
Leanne A. Grieves, Marc Gilles, Innes C. Cuthill, Tamás Székely, Elizabeth A. MacDougall‐Shackleton, Barbara A. Caspers
2022· review· en· Biological reviews/Biological reviews of the Cambridge Philosophical Society· Agricultural and Biological Sciences
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
51
citations
fundno affunlabeled
Humoral immune responses to <scp>AAV</scp> gene therapy in the ocular compartment
M. A. Whitehead, Andrew Osborne, Patrick Yu‐Wai‐Man, Keith R. Martin
2021· review· en· Biological reviews/Biological reviews of the Cambridge Philosophical Society· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrityconsensus · metaepi_narrow
51
citations
affunlabeled
A niche perspective on the range expansion of symbionts
Alexandre Mestre, Robert Poulin, Joaquín Hortal
2019· review· en· Biological reviews/Biological reviews of the Cambridge Philosophical Society· Agricultural and Biological Sciences
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · metaepi_narrow
50
citations
affunlabeled
Can metabolic traits explain animal community assembly and functioning?
Simon J. Brandl, Jonathan S. Lefcheck, Amanda E. Bates, Douglas B. Rasher, Tommy Norin
2022· review· en· Biological reviews/Biological reviews of the Cambridge Philosophical Society· Environmental Science
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · metaepi_narrow+sts
48
citations
afffundunlabeled
Animal migration in the Anthropocene: threats and mitigation options
Steven J. Cooke, Morgan L. Piczak, Navinder J. Singh, Susanne Åkesson, Adam T. Ford, Shawan Chowdhury +10 more
2024· article· en· Biological reviews/Biological reviews of the Cambridge Philosophical Society· Environmental Science
distilled prediction:candidate · noneconsensus · none
47
citations
affunlabeled
Signalling and sex in the social amoebozoans
Danton H. O’Day, Alexander F. A. Keszei
2011· review· en· Biological reviews/Biological reviews of the Cambridge Philosophical Society· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
45
citations
affunlabeled
Ancient life and moving fluids
Brandt M. Gibson, David Jon Furbish, Imran A. Rahman, M. W. Schmeeckle, Marc Laflamme, Simon A.F. Darroch
2020· review· en· Biological reviews/Biological reviews of the Cambridge Philosophical Society· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · metaepi_narrow
44
citations
afffundunlabeled
Uncertainty about predation risk: a conceptual review
Adam L. Crane, Laurence E A Feyten, Alexyz A. Preagola, Maud C. O. Ferrari, G. E. Brown
2023· review· en· Biological reviews/Biological reviews of the Cambridge Philosophical Society· Agricultural and Biological Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity
44
citations
affunlabeled
On the paradox of thriving cold‐water coral reefs in the food‐limited deep sea
Sandra R. Maier, Sandra Brooke, Laurence H. De Clippele, Evert de Froe, Anna‐Selma van der Kaaden, Tina Kutti +2 more
2023· review· en· Biological reviews/Biological reviews of the Cambridge Philosophical Society· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
42
citations
afffundunlabeled
Biological invasions: a global assessment of geographic distributions, long‐term trends, and data gaps
Hanno Seebens, Laura A. Meyerson, David M. Richardson, Bernd Lenzner, Elena Tricarico, Franck Courchamp +59 more
2025· review· en· Biological reviews/Biological reviews of the Cambridge Philosophical Society· Agricultural and Biological Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+open_science+research_integrityconsensus · metaepi_narrow+open_science+research_integrity
42
citations
affunlabeled
Macroevolution of the plant–hummingbird pollination system
Elisa Barreto, Mannfred M. A. Boehm, Ezgi Ogutcen, Stefan Abrahamczyk, Michael Kessler, Jordi Bascompte +17 more
2024· review· en· Biological reviews/Biological reviews of the Cambridge Philosophical Society· Agricultural and Biological Sciences
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
40
citations
afffundunlabeled
Fungal endophytes can modulate plant invasion
Nicholas W. Bard, Quentin Cronk, T. Jonathan Davies
2024· review· en· Biological reviews/Biological reviews of the Cambridge Philosophical Society· Agricultural and Biological Sciences
distilled prediction:candidate · metaepi_narrow+metaepi_broad+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity
39
citations

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