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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.

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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 1 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.

affunlabeled
Visions of Human Futures in Space and SETI
2017· article· en· OSF Preprints (OSF Preprints)· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
32
citations
affunlabeled
ChrontouR
2020· article· en· OSF Preprints (OSF Preprints)· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
17
citations
affunlabeled
Reproducibility Project: Psychology
2012· article· en· OSF Preprints (OSF Preprints)· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+insufficient_payloadconsensus · metaresearch+insufficient_payload
14
citations
affunlabeled
A global assessment of street network sprawl
2020· preprint· en· OSF Preprints (OSF Preprints)· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
11
citations
aboutno affno abstractunlabeled
Ontario Climate Change Data Portal
2019· other· en· OSF Preprints (OSF Preprints)
distilled prediction:candidate · metaepi_narrow+open_science+research_integrity+insufficient_payloadconsensus · metaepi_narrow+open_science+insufficient_payload
5
citations
affunlabeled
LA-ICP-MS/MS Beta Decay Geochronology Software
2024· article· en· OSF Preprints (OSF Preprints)· Decision Sciences
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
5
citations
affunlabeled
COVID-19 Disability Survey
2021· article· en· OSF Preprints (OSF Preprints)· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
3
citations
affunlabeled
GSLsz apatite and titanite geochronology
2022· article· en· OSF Preprints (OSF Preprints)· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
2
citations
affunlabeled
Modeling in Neuroscience as a Decision Process
2019· article· en· OSF Preprints (OSF Preprints)· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
aboutno affunlabeled
CFMM-7T: MP2RAGE T1 mapping
2020· article· en· OSF Preprints (OSF Preprints)· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
2
citations
aboutno affno abstractunlabeled
T/J Boundary Samples from Kennecott Point, British Columbia
2024· article· en· OSF Preprints (OSF Preprints)· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
1
citations
aboutno affunlabeled
A Comparison of Farm Stressors in the UK and Canada
2024· article· 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