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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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Water Research
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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.

1,220 results · 1 filter active ·
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20002025
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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.
1,220 works in the cohort · of 4,299,418page 4 of 25

Labels cover 8 of 1,220 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 1,220 of 1,220 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundno abstractunlabeled
Phosphorus removal from wastewater by mineral apatite
Nathalie Bellier, Florent Chazarenc, Yves Comeau
2006· article· en· Water Research· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
141
citations
fundno affno abstractunlabeled
Microbial contamination of two urban sandstone aquifers in the UK
K. L. Powell, Richard G. Taylor, Aidan A. Cronin, M. H. Barrett, Steve Pedley, Jane Sellwood +2 more
2002· article· en· Water Research· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
140
citations
affno abstractunlabeled
Source and occurrence of particulate lead in tap water
Elise Deshommes, L. Laroche, Shokoufeh Nour, Clément Cartier, Michèle Prévost
2010· article· en· Water Research· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
133
citations
afffundno abstractunlabeled
A solar-driven UV/Chlorine advanced oxidation process
Po Yee Chan, Mohamed Gamal El‐Din, James R. Bolton
2012· article· en· Water Research· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
132
citations
affno abstractunlabeled
Bioaugmentation for nitrification at cold temperatures
Melanie A. Head, Jan A. Oleszkiewicz
2003· article· en· Water Research· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
130
citations
affno abstractunlabeled
A dynamic physicochemical model for chemical phosphorus removal
Hélène Hauduc, I. Takács, D. Scott Smith, András Szabó, Sudhir Murthy, Glen T. Daigger +1 more
2015· article· en· Water Research· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
125
citations
affno abstractunlabeled
An ASM/ADM model interface for dynamic plant-wide simulation
Ingmar Nopens, Damien J. Batstone, John B. Copp, Ulf Jeppsson, Eveline I.P. Volcke, Jens Alex +1 more
2009· article· en· Water Research· Environmental Science
distilled prediction:candidate · noneconsensus · none
121
citations

How this was built: Screen · Findings · About