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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
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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
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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 18 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.

aboutno affunlabeled
Aesthetic Loneliness and the Heart of Science
Philip McShane
2011· article· en· The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)· Social Sciences
distilled prediction:candidate · stsconsensus · none
1
citations
affvenueunlabeled
Problems and Prospects with the Scientonomic Workflow
Jamie Shaw, Hakob Barseghyan
2019· article· en· Scientonomy Journal for the Science of Science· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · sts
1
citations
affno abstractunlabeled
Biophysics to bedside — the transition
Ian C. P. Smith
2016· letter· en· Biophysical Reviews· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
afffundunlabeled
Greening Film Festivals
Marijke de Valck, Ger Zielinski
2023· book-chapter· en· Framing film festivals.· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
1
citations
affvenueaboutunlabeled
Creativity in climate adaptation
Emma Bugg, Tarah Wright, Melanie Zurba
2023· article· en· Culture and Local Governance· Social Sciences
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Climate Absurdism
Daniel Dick
2025· article· en· Journal of Applied Philosophy· Social Sciences
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Science Communication and Democracy
Bernard Schiele, Joëlle Le Marec, Patrick Baranger
2016· article· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
Slow-onset events (SOEs) and future sustainability
Byomkesh Talukder, Keith W. Hipel, Gary W. vanLoon
2022· article· en· Current Opinion in Environmental Sustainability· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
venueno affunlabeled
A Web-Based Instrument to Model Social Norms
Rana Ahmad, Zosia Bornik, Peter Danielson, Hadi Dowlatabadi, Edwin Levy, Holly Long +1 more
2006· article· en· Health law review· Social Sciences
distilled prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Feeling the Heat
Beth Seaton
2005· article· en· M/C Journal· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations

How this was built: Screen · Findings · About