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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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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 16 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
Canadian snow depth spatial models, 1950-2017
2021· article· en· OSF Preprints (OSF Preprints)· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Prediction of spending behaviour - Study 1
2021· other· en· OSF Preprints (OSF Preprints)
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Centre For Infant Cognition, UBC, PI Kiley Hamlin
J. Kiley Hamlin, Enda Tan, Francis Yuen, Julia Van de Vondervoort, Julia Mermier, Raechel Drew
2017· article· en· OSF Preprints (OSF Preprints)· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
PSY2002: Advanced Statistics
Elizabeth Page‐Gould
2018· article· en· OSF Preprints (OSF Preprints)· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
PMd_M1_IHI_during_preparation
2023· article· en· OSF Preprints (OSF Preprints)· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Fe-tpy small molecule reactivity
2020· article· en· OSF Preprints (OSF Preprints)· Chemistry
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Protocol
2019· article· en· OSF Preprints (OSF Preprints)
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Physical Activity and BTACT
2021· article· en· OSF Preprints (OSF Preprints)· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affno abstractunlabeled
French (Canada)
2023· other· en· OSF Preprints (OSF Preprints)
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
0
citations
aboutno affunlabeled
CCF-canadian-climate-framing
Matthew Taylor, Alizée Pillod, Antoine Lemor
2025· article· OSF Preprints (OSF Preprints)· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Factors influencing oral health behaviours in pregnant women
Minalli Vasandani, Mark Avery, Sameer Deshpande, Nicolie Jenkins
2025· other· OSF Preprints (OSF Preprints)
distilled prediction:candidate · metaresearch+metaepi_narrow+open_science+research_integrity+insufficient_payloadconsensus · metaepi_narrow+open_science+research_integrity+insufficient_payload
0
citations
aboutno affunlabeled
FOCAL3D Simulated Data
Daniel Nino
2020· article· en· OSF Preprints (OSF Preprints)· Computer Science
distilled prediction:candidate · metaepi_narrow+open_science+insufficient_payloadconsensus · open_science+insufficient_payload
0
citations
aboutno affunlabeled
How Prepared are Teachers to Provide Sexual Health Education?
2024· other· OSF Preprints (OSF Preprints)
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaepi_narrow+open_science+research_integrity+insufficient_payload
0
citations
aboutno affunlabeled
CAP 2019 (2019-06-04)
2019· other· en· OSF Preprints (OSF Preprints)· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
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How this was built: Screen · Findings · About