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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 6 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.

aboutno affno abstractunlabeled
Quarterly Commodity Price Update: Fourth Quarter 2010
Kate Schneider
2019· other· en· Faculty of 1000 Research Ltd
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Dataset 5: Raw data underlying the results in Figure 11.
Joshua Powles, Kenton Ko
2018· dataset· en· Faculty of 1000 Research Ltd
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+open_science+research_integrity+insufficient_payloadconsensus · metaresearch+open_science+insufficient_payload
0
citations
affno abstractunlabeled
Raw data of the entomological poll
Gérard Ulíbarri, Angel Betanzos, Mireya Betanzos
2016· dataset· en· Faculty of 1000 Research Ltd
distilled prediction:candidate · metaresearch+sts+open_science+insufficient_payloadconsensus · open_science+insufficient_payload
0
citations
fundno affno abstractgemma · no categorygpt · no categorymodels agree
Referee report. For: The identification of high-performing antibodies for Coiled-coil-helix-coiled-coil-helix domain containing protein 10 (CHCHD10) for use in Western Blot, immunoprecipitation and immunofluorescence [version 2; peer review: 1 approved, 1 approved with reservations]
Derek P. Narendra
2023· article· en· Faculty of 1000 Research Ltd· Medicine
distilled prediction:candidate · metaresearchconsensus · none
0
citations
affno abstractunlabeled
Dataset
Ilijana Begcevic, Magda Tsolaki, Davor Brinc, Marshall Brown, Eduardo Martínez‐Morillo, Ioulietta Lazarou +8 more
2018· dataset· it· Faculty of 1000 Research Ltd
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+open_science+research_integrity+insufficient_payloadconsensus · metaepi_narrow+sts+open_science+research_integrity+insufficient_payload
0
citations
afffundno abstractunlabeled
R survey results
Michael A. Carson, Nathan Basiliko
2016· dataset· en· Faculty of 1000 Research Ltd
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaresearch+insufficient_payload
0
citations
affno abstractunlabeled
DataKey.txt – description of data fields; UKCTOCS TVC audit data biprobit format-0.csv; UKCTOCS TVC audit data biprobit format-0.dta; UKCTOCS TVC audit data do file.do.
Will Stott, Aleksandra Gentry‐Maharaj, Andy Ryan, Nazar N. Amso, Mourad W. Seif, Chris Jones +5 more
2018· dataset· en· Faculty of 1000 Research Ltd
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaresearch+metaepi_narrow+sts+scholarly_communication+open_science+research_integrity+insufficient_payload
0
citations
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