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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 Communication and Perception
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.

1,461 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.
1,461 works in the cohort · of 4,299,418page 9 of 30

Labels cover 27 of 1,461 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 1,461 of 1,461 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Images of the energy future
Arthur Mason
2006· article· en· Environmental Research Letters· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
14
citations
aboutno affunlabeled
Science Fiction and Climate Change
Andrew Milner, J.R. Burgmann
2020· book· en· Liverpool University Press eBooks· Social Sciences
distilled prediction:candidate · stsconsensus · none
14
citations
aboutno affunlabeled
Culture and identity in climate policy
James Patterson
2022· article· en· Wiley Interdisciplinary Reviews Climate Change· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
14
citations
fundno affunlabeled
Reactions to warnings in the climate commons
Annika M. Wyss, Sebastian Berger, Thomas Baumgärtner, Daria Knoch
2021· article· en· Journal of Environmental Psychology· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
13
citations
affunlabeled
Choices We Make in Times of Crisis
Patrick O. Waeber, Natasha Stoudmann, James Douglas Langston, Jaboury Ghazoul, Lucienne Wilmé, Jeffrey Sayer +5 more
2021· article· en· Sustainability· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
13
citations
affaboutunlabeled
Gender and Arctic climate change science in Canada
David Natcher, Ana-Maria Bogdan, Angela R. Lieverse, Kent Spiers
2020· article· en· Palgrave Communications· Social Sciences
distilled prediction:candidate · noneconsensus · none
13
citations
affgemma · no categorygpt · no categorymodels split
Of Research Pings and Ping–Pong Balls
Graham Strickert, Lori Bradford
2015· article· en· International Journal of Qualitative Methods· Social Sciences
distilled prediction:candidate · metaresearchconsensus · none
12
citations
aboutno affunlabeled
At Memory’s Edge
Lisa E. Bloom
2021· book-chapter· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
12
citations
affno abstractunlabeled
Collective action is needed to build a more just science system
Aisling Rayne, Hitaua Arahanga‐Doyle, Bethany Cox, Murray P. Cox, Stephanie J. Galla, Shaun C. Hendy +9 more
2023· article· en· Nature Human Behaviour· Social Sciences
distilled prediction:candidate · stsconsensus · none
11
citations
afffundaboutunlabeled
Canadian climate change attitudes and energy policy
Lisa Y. Seiler, Glenn J. Stalker
2023· article· en· Canadian Review of Sociology/Revue canadienne de sociologie· Social Sciences
distilled prediction:candidate · noneconsensus · none
11
citations
affunlabeled
Ten simple rules for improving communication among scientists
Carla Bautista, Narjes Alfuraiji, Anna Drangowska-Way, Karishma Gangwani, Alida de Flamingh, Philip E. Bourne
2022· article· en· PLoS Computational Biology· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
11
citations

How this was built: Screen · Findings · About