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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
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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 10 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
Knowledge Synthesis Protocol Template
2023· article· en· OSF Preprints (OSF Preprints)· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
ManyBabies 1: Final analysis repository
Elika Bergelson, Christina Bergmann, Krista Byers‐Heinlein, Michael C. Frank, Melissa Kline Struhl, Mélanie Söderström +4 more
2019· article· en· OSF Preprints (OSF Preprints)
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Business Strategy
2023· article· en· OSF Preprints (OSF Preprints)· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Tuition Fees and Educational Attainment
2023· article· en· OSF Preprints (OSF Preprints)· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
PURC 2023- Seph Christopher King
2023· article· en· OSF Preprints (OSF Preprints)· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Conference presentation - BC Library Conference 2018
2019· other· en· OSF Preprints (OSF Preprints)· Computer Science
distilled prediction:candidate · metaepi_narrow+open_science+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affno abstractunlabeled
Mindwandering (OTTAWA)
2021· other· en· OSF Preprints (OSF Preprints)· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affno abstractunlabeled
Ottawa Bayesian inference workshop
Alexander Etz
2017· article· en· OSF Preprints (OSF Preprints)· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_science+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affno abstractunlabeled
Canada (French)
2022· other· en· OSF Preprints (OSF Preprints)· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
From good to better: Skills for executing a transparent research project
Rachelle M. Wakeham-Lewis, Jonathan Fawcett, Alexander Etz, Candice C. Morey, Richard D. Morey
2018· article· en· OSF Preprints (OSF Preprints)· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations

How this was built: Screen · Findings · About