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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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Analytical chemistry methods development
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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.

affaffiliation
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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.

1,254 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.
1,254 works in the cohort · of 4,299,418page 23 of 26

Labels cover 3 of 1,254 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 1,254 of 1,254 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.

affunlabeled
Stripping Phase
Colin F. Poole, Zoltán Mester, Manuel Miró, Stig Pedersen‐Bjergaard, Janusz Pawliszyn
2017· dataset· en· IUPAC Standards Online· Chemistry
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Microextraction (Technique)
Colin F. Poole, Zoltán Mester, Manuel Miró, Stig Pedersen‐Bjergaard, Janusz Pawliszyn
2017· dataset· en· IUPAC Standards Online· Chemistry
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Sorbent-Containing Pipette Tip
Colin F. Poole, Zoltán Mester, Manuel Miró, Stig Pedersen‐Bjergaard, Janusz Pawliszyn
2017· dataset· en· IUPAC Standards Online· Chemistry
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Speciation Analysis
Colin F. Poole, Zoltán Mester, Manuel Miró, Stig Pedersen‐Bjergaard, Janusz Pawliszyn
2017· dataset· en· IUPAC Standards Online· Chemistry
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Calibrant in Extraction Phase
Colin F. Poole, Zoltán Mester, Manuel Miró, Stig Pedersen‐Bjergaard, Janusz Pawliszyn
2017· dataset· en· IUPAC Standards Online· Chemistry
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Cold Fiber Solid-Phase Microextraction
Colin F. Poole, Zoltán Mester, Manuel Miró, Stig Pedersen‐Bjergaard, Janusz Pawliszyn
2017· dataset· en· IUPAC Standards Online· Chemistry
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Boundary Layer Model
Colin F. Poole, Zoltán Mester, Manuel Miró, Stig Pedersen‐Bjergaard, Janusz Pawliszyn
2017· dataset· en· IUPAC Standards Online· Chemistry
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Exhaustive Extraction
Colin F. Poole, Zoltán Mester, Manuel Miró, Stig Pedersen‐Bjergaard, Janusz Pawliszyn
2017· dataset· en· IUPAC Standards Online· Chemistry
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Microfluidic Extraction Device
Colin F. Poole, Zoltán Mester, Manuel Miró, Stig Pedersen‐Bjergaard, Janusz Pawliszyn
2017· dataset· en· IUPAC Standards Online· Chemistry
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Thermal Desorption
Colin F. Poole, Zoltán Mester, Manuel Miró, Stig Pedersen‐Bjergaard, Janusz Pawliszyn
2017· dataset· ru· IUPAC Standards Online· Chemistry
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Liquid Membrane
Colin F. Poole, Zoltán Mester, Manuel Miró, Stig Pedersen‐Bjergaard, Janusz Pawliszyn
2017· dataset· en· IUPAC Standards Online· Chemistry
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Ultrafiltration
Colin F. Poole, Zoltán Mester, Manuel Miró, Stig Pedersen‐Bjergaard, Janusz Pawliszyn
2017· dataset· en· IUPAC Standards Online· Chemistry
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
In-Line Extraction
Colin F. Poole, Zoltán Mester, Manuel Miró, Stig Pedersen‐Bjergaard, Janusz Pawliszyn
2017· dataset· en· IUPAC Standards Online· Chemistry
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Strontium releasing degradable biocements
Uwe Gbureck, Mohammad Hamdan Alkhraisat, Jairo Luis Paz Blanco, Enrique López‐Cabarcos, Jake E. Barralet
2009· article· en· Dental Materials· Chemistry
machine prediction:candidate · noneconsensus · none
0
citations
afffundunlabeled
Mercury Determination: A Hair Raising Experiment
David A. Duford, Josiane Lafleur, Rebecca Lam, Cameron D. Skinner, Eric D. Salin
2006· article· en· McGill Science Undergraduate Research Journal· Chemistry
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Sequential Extraction
Colin F. Poole, Zoltán Mester, Manuel Miró, Stig Pedersen‐Bjergaard, Janusz Pawliszyn
2017· dataset· en· IUPAC Standards Online· Chemistry
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
10.1016/0967-0653(95)99277-x
2000· article· en· Time to knit· Chemistry
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Ion-Exchange Sorbent
Colin F. Poole, Zoltán Mester, Manuel Miró, Stig Pedersen‐Bjergaard, Janusz Pawliszyn
2017· dataset· en· IUPAC Standards Online· Chemistry
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Microflow Injection Analysis (μFIA) Extraction Device
Colin F. Poole, Zoltán Mester, Manuel Miró, Stig Pedersen‐Bjergaard, Janusz Pawliszyn
2017· dataset· en· IUPAC Standards Online· Chemistry
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Time-Weighted Average Sampling
Colin F. Poole, Zoltán Mester, Manuel Miró, Stig Pedersen‐Bjergaard, Janusz Pawliszyn
2017· dataset· en· IUPAC Standards Online· Chemistry
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Stage (Liquid–Liquid Extraction)
Colin F. Poole, Zoltán Mester, Manuel Miró, Stig Pedersen‐Bjergaard, Janusz Pawliszyn
2017· dataset· en· IUPAC Standards Online· Chemistry
machine prediction:candidate · noneconsensus · none
0
citations

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