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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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Climate change impacts on agriculture
Retraction
Abstract
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Label agreement
Label status

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.

934 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.
934 works in the cohort · of 4,299,418page 17 of 19

Labels cover 1 of 934 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 934 of 934 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affunlabeled
Vulnerability
Robert McLeman
2017· other· en· International Encyclopedia of Geography· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Adaptation to Climate Change
Thea Dickinson, Ian Burton
2021· book-chapter· en· Lectures in climate change· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Trichology
2025· book-chapter· en· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Author Correction: Research for climate adaptation
Bruce Currie‐Alder, Cynthia Rosenzweig, Minpeng Chen, Johanna Nalau, Anand Patwardhan, Ying Wang
2021· article· en· Communications Earth & Environment· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Occurrence Download
2019· dataset· en· Global Biodiversity Information Facility· Agricultural and Biological Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Perfect Adaptation in Climate Change
James I. MacLellan
2011· article· en· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
0
citations
afffundaboutunlabeled
Comment on gmd-2022-311
Zhe Zhang, Yanping Li, Fei Chen, Phillip Harder, Warren Helgason, J. S. Famiglietti +3 more
2023· peer-review· en· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
0
citations
fundaboutno affunlabeled
Comment on gmd-2022-311
Jyoti Prakash Singh
2023· peer-review· en· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Bangladesh Climate Research: The Role of IRBs
Md. Matiur Rahman, Mohammad Mahbub Ur Rahim, Md. Irfan Amin Chowdury, Md. Abdul Mazid, M A Islam, Md. Kaoser Bin Siddique
2025· article· en· Bangladesh Journal of Bioethics· Agricultural and Biological Sciences
machine prediction:candidate · metaresearchconsensus · metaresearch
0
citations
afffundaboutunlabeled
Comment on gmd-2022-311
Yanping Li
2023· peer-review· en· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Reply on RC1
Yanping Li
2023· peer-review· en· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Climate Change and Food Insecurity
2023· book· en· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
0
citations
afffundaboutunlabeled
Reply on RC2
Yanping Li
2023· peer-review· en· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
0
citations
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