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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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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.

7,572 results · 1 filter active ·
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20122025
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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.
7,572 works in the cohort · of 4,299,418page 2 of 152

Labels cover 23 of 7,572 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 7,572 of 7,572 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Orchestra remote delivery during COVID-19 database
2021· article· en· OSF Preprints (OSF Preprints)· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations
affunlabeled
PixelMapR
2021· article· en· OSF Preprints (OSF Preprints)· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations
affno abstractunlabeled
Appearance overvaluation and attentional bias
Lucas Palmer, Nassim Tabri
2019· article· en· OSF Preprints (OSF Preprints)· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
affno abstractunlabeled
ManyBabies 1: Data Archive
2023· article· en· OSF Preprints (OSF Preprints)· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
1
citations
affno abstractunlabeled
Inclusivity Journal Practices SCI
2023· article· en· OSF Preprints (OSF Preprints)· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations
affunlabeled
ManyBabies 1: Materials
2023· article· en· OSF Preprints (OSF Preprints)· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
affno abstractunlabeled
ManyBabies 1: Analytic Code Archive
2023· article· en· OSF Preprints (OSF Preprints)· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations
aboutno affunlabeled
Spatial Knowledge and Information Canada 2023
2022· article· en· OSF Preprints (OSF Preprints)· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
1
citations
aboutno affunlabeled
Weather files-building simulations
Abhishek Gaur
2019· article· en· OSF Preprints (OSF Preprints)· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations
aboutno affunlabeled
Table 1: Cannabis Survey Results
Christina Cantin, Mark Walker, Daniel J. Corsi, Kathryn M. Denize, Kira Bombay, Ruth Rennicks White +3 more
2021· article· en· OSF Preprints (OSF Preprints)· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations
aboutno affunlabeled
SPADE -- Speech Across Dialects of English
Morgan Sonderegger, Jane Stuart‐Smith, Rachel Macdonald, Jeff Mielke, Vanna Willerton, James T. Tanner
2020· article· en· OSF Preprints (OSF Preprints)· Social Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · insufficient_payload
1
citations
affunlabeled
Review of Reviews
2018· article· en· OSF Preprints (OSF Preprints)· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
aboutno affunlabeled
Team-Based Assessment via Direct Observation
2021· article· en· OSF Preprints (OSF Preprints)· Health Professions
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations
aboutno affunlabeled
Baron Lab Pulse Sequences
2021· other· en· OSF Preprints (OSF Preprints)
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
1
citations
aboutno affunlabeled
Personality characteristics below facets (meta-analysis)
2017· preprint· en· OSF Preprints (OSF Preprints)· Psychology
distilled prediction:candidate · metaepi_narrow+open_science+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
1
citations
aboutno affunlabeled
Canadian views on housing and climate
2023· other· en· OSF Preprints (OSF Preprints)· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations

How this was built: Screen · Findings · About