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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.

106 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
106 works in the cohort · of 4,299,418page 2 of 3

Labels cover 0 of 106 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 106 of 106 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Life as a new Nobel laureate
Matin Durrani
2019· article· en· Physics World· Decision Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
NMR helps to clear a mine field
Tereza Pultarova
2025· article· en· Physics World· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Columns of crystals
D. Weaire, Stefan Hutzler
2019· article· en· Physics World· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Snowpack physics
2022· article· en· Physics World· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Put your hands together
Laura Hiscott
2023· article· en· Physics World· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Ask me anything: Joanne O’Meara
Laura Hiscott
2021· article· en· Physics World· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Backgrounds to the fore
2020· article· en· Physics World· Mathematics
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Trust me? I’m an AI!
Claire Malone
2024· article· en· Physics World· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Finding a consistent constant
Keith D. Cooper
2020· article· en· Physics World· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Ask me anything: Donna Strickland
Laura Hiscott
2022· article· en· Physics World· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Once a physicist: Ben Cowie
2019· article· en· Physics World· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Smart shirt
2021· article· en· Physics World· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Ask me anything: Rafal Janik
Sarah Tesh
2023· article· en· Physics World· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Call of the crickets
2023· article· en· Physics World· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
A physicist’s guide to ice cream
H. Douglas Goff, Hamish Johnston
2025· article· en· Physics World· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Enter, particle X
2011· article· en· Physics World· Medicine
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
The physics of biology
Katherine Skipper
2025· article· en· Physics World· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
It’s the little things
Angela Saini
2021· article· en· Physics World· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Narrowest moment yet
2014· article· en· Physics World· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Poker face
2015· article· en· Physics World· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Web life: The Physics Mill
2016· article· en· Physics World· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Equation head-to-head
2022· article· en· Physics World· Decision Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Lost in the mirror?
Claire Malone
2025· article· en· Physics World· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
A clean solution
Michael Duncan, John M. Girkin, Tom McLeish
2013· article· en· Physics World· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Debating the future of physics publishing
J. Harnad, R. J. Reeves, Basil Polychronopulos, John Chubb
2007· article· en· Physics World· Decision Sciences
machine prediction:candidate · metaresearch+scholarly_communicationconsensus · none
0
citations
affunlabeled
More defined physics
John H. M. Thornley
2013· article· en· Physics World· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Science centres face the future
Paul McCrory
2000· article· en· Physics World· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Hunting submarines fom the air
Jason Furlong, John Ryder
2018· article· en· Physics World· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Largest prime number found
2002· article· en· Physics World· Mathematics
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Weighty issues
2012· article· en· Physics World· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Europe and Japan vie for ITER
Edwin Cartlidge
2004· article· en· Physics World· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Canada revives isotope production
2011· article· en· Physics World· Pharmacology, Toxicology and Pharmaceutics
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Patently wrong
Alexander Е. Berezin
2003· article· en· Physics World· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Ice bubbles
2015· article· en· Physics World· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Chinese 'cash for papers' revealed
2017· article· en· Physics World· Decision Sciences
machine prediction:candidate · metaresearch+research_integrityconsensus · none
0
citations
aboutno affunlabeled
Canadian institute honours Hawking
Matin Durrani
2009· article· en· Physics World· Medicine
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
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