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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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Climate Change and Health Impacts
Retraction
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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.

2,980 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
2,980 works in the cohort · of 4,299,418page 5 of 60

Labels cover 8 of 2,980 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 2,980 of 2,980 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Climate change and the threat to civilization
Daniel Steel, C. Tyler DesRoches, Kian Mintz‐Woo
2022· article· en· Proceedings of the National Academy of Sciences· Environmental Science
distilled prediction:candidate · noneconsensus · none
91
citations
affunlabeled
Global priorities for climate change and mental health research
Fiona Charlson, Suhailah Ali, Jura Augustinavicius, Tarik Benmarhnia, Stephen Birch, Susan Clayton +9 more
2021· article· en· Environment International· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
90
citations
affunlabeled
How Blackouts during Heat Waves Amplify Mortality and Morbidity Risk
Brian Stone, Carina J. Gronlund, Evan Mallen, David M. Hondula, Marie S. O’Neill, Mayuri Rajput +8 more
2023· article· en· Environmental Science & Technology· Environmental Science
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
90
citations
fundno affunlabeled
Developing a heat stress model for construction workers
Albert P.C. Chan, Michael C.H. Yam, Joanne W. Y. Chung, Wen Yi
2012· article· en· Journal of Facilities Management· Environmental Science
distilled prediction:candidate · noneconsensus · none
89
citations
afffundaboutunlabeled
A Spatial Framework to Map Heat Health Risks at Multiple Scales
Hung Chak Ho, Anders Knudby, Wei Huang
2015· article· en· International Journal of Environmental Research and Public Health· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
85
citations
affaboutno abstractunlabeled
Prevalence of weather sensitivity in Germany and Canada
Sylvia von Mackensen, Peter Hoeppe, Abdel Maarouf, Pierre Tourigny, Dennis Nowak
2004· article· en· International Journal of Biometeorology· Environmental Science
distilled prediction:candidate · noneconsensus · none
82
citations
affunlabeled
Cities and health: an evolving global conversation
Marcus Grant, Caroline Brown, Waleska Teixeira Caiaffa, Anthony Capon, Jason Corburn, Chris Coutts +11 more
2017· article· en· Cities & Health· Environmental Science
distilled prediction:candidate · stsconsensus · none
81
citations
afffundunlabeled
Public Health Adaptation to Climate Change in Large Cities
Malcolm Araos, Stéphanie Austin, Lea Berrang‐Ford, James D. Ford
2015· article· en· International Journal of Health Services· Environmental Science
distilled prediction:candidate · noneconsensus · none
80
citations
affunlabeled
Interactions between climate and COVID-19
James D. Ford, Carol Zavaleta-Cortijo, Triphini Ainembabazi, Cecilia Anza‐Ramirez, Ingrid Arotoma‐Rojas, Joana Bezerra +44 more
2022· review· en· The Lancet Planetary Health· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
78
citations
afffundaboutunlabeled
Public Health Adaptation to Climate Change in Canadian Jurisdictions
Stéphanie Austin, James D. Ford, Lea Berrang‐Ford, Malcolm Araos, Stephen Parker, Manon Fleury
2015· review· en· International Journal of Environmental Research and Public Health· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
78
citations

How this was built: Screen · Findings · About