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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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Optimism, Hope, and Well-being
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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.

703 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.
703 works in the cohort · of 4,299,418page 3 of 15

Labels cover 2 of 703 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 703 of 703 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Hope makes a difference
Sharon Moore
2005· article· en· Journal of Psychiatric and Mental Health Nursing· Psychology
distilled prediction:candidate · noneconsensus · none
63
citations
afffundno abstractunlabeled
Hope in Newly Diagnosed Cancer Patients
Wendy Duggleby, Sunita Ghosh, Dan M. Cooper, Lynne Dwernychuk
2013· article· en· Journal of Pain and Symptom Management· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
48
citations
affno abstractunlabeled
Hope and Optimism
Daniel S. Bailis, Judith G. Chipperfield
2012· book-chapter· en· Elsevier eBooks· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
47
citations
aboutno affunlabeled
Hope, Symptoms, and Palliative Care
Mellar P. Davis, Ruth Lagman, Armida Parala, Chirag Patel, Tanya M Sanford, Flannery Fielding +6 more
2016· article· en· American Journal of Hospice and Palliative Medicine®· Psychology
distilled prediction:candidate · noneconsensus · none
45
citations
affunlabeled
Leveling Mountains
Anthony L. Burrow, Patrick L. Hill, Rachel Sumner
2015· article· en· Personality and Social Psychology Bulletin· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
41
citations
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How this was built: Screen · Findings · About