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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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Physical Review Fluids
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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.

161 results · 1 filter active ·
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20162025
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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.
161 works in the cohort · of 4,299,418page 2 of 4

Labels cover 0 of 161 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 161 of 161 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.

afffundunlabeled
Stratified flows in axially rotating pipes
Shan Lyu, Seyed Mohammad Taghavi
2018· article· en· Physical Review Fluids· Engineering
machine prediction:candidate · noneconsensus · none
11
citations
afffundunlabeled
Exchange flows in axially rotating pipes
Shan Lyu, Mahdi Izadi, Seyed Mohammad Taghavi
2020· article· en· Physical Review Fluids· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
10
citations
afffundunlabeled
Gravity currents in the cabbeling regime
Andrew P. Grace, Marek Stastna, Kevin G. Lamb, K. Andrea Scott
2023· article· en· Physical Review Fluids· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
10
citations
afffundunlabeled
Ionic liquid drop impact onto heated surfaces
Lihui Liu, Bijiao He, Weizong Wang, Guobiao Cai, Peichun Amy Tsai
2023· article· en· Physical Review Fluids· Engineering
machine prediction:candidate · noneconsensus · none
7
citations
afffundunlabeled
Buoyant miscible viscoplastic injections
Mohammad Ali Faramarzi, Soheil Akbari, Seyed Mohammad Taghavi
2024· article· en· Physical Review Fluids· Engineering
machine prediction:candidate · noneconsensus · none
5
citations
affunlabeled
Amplitude of water pouring sound
Mouad Boudina, J.Y. Kim, Ho‐Young Kim
2023· article· en· Physical Review Fluids· Engineering
machine prediction:candidate · noneconsensus · none
3
citations
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