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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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Faculty of 1000 Research Ltd
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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.

515 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.
515 works in the cohort · of 4,299,418page 1 of 11

Labels cover 23 of 515 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 515 of 515 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
The GA4GH Tool Registry Service (TRS) Dockstore – year one
Denis Yuen, Brian O'Connor, Andrew A. Duncan, Gary Luu, Solomon I. Shorser, Vincent Chung +6 more
2019· article· en· Faculty of 1000 Research Ltd· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
afffundno abstractunlabeled
File containing the raw data and a table of contents for the data file.
Angela W.S. Fung, Michael J. Knauer, Ivan M. Blasutig, David Colantonio, Vathany Kulasingam
2017· dataset· en· Faculty of 1000 Research Ltd
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+open_science+insufficient_payloadconsensus · sts+open_science
0
citations
affno abstractunlabeled
Nonconsumptive predator effects on prey demography
Ricardo A. Scrosati, Julius A. Ellrich
2018· article· en· Faculty of 1000 Research Ltd· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Anthropometric and biochemical data for athletes and controls.
Emma Eklund, Eleftherios P. Diamandis, Carla Muytjens, Sarah Wheeler, Anu Mathew, Martin Stengelin +5 more
2017· dataset· en· Faculty of 1000 Research Ltd
distilled prediction:candidate · metaresearch+metaepi_narrow+stsconsensus · none
0
citations
affno abstractunlabeled
PCD- Post Study Feedback questionnaire to physicians
Israel Amirav, Mary Roduta Roberts, Huda Mussaffi, Avigdor Mandelberg, Yehudah Roth, Revital Abitbul +28 more
2016· dataset· en· Faculty of 1000 Research Ltd
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affno abstractunlabeled
Referee report. For: Perceptions of interprofessional collaboration among University of Montreal’s pediatric residents rotating through the Pediatric Intensive Care Unit: Mixed-method analysis of the current situation and recommendations for future innovative teaching-learning activities [version 1; peer review: 1 not approved]
Magnus Hultin
2025· peer-review· Faculty of 1000 Research Ltd
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrityconsensus · none
0
citations
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How this was built: Screen · Findings · About