Cohort builder

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.

5,161 results · 1 filter active ·

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20162024

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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.

5,161 works in the cohort · of 4,299,418page 67 of 104

Labels cover 15 of 5,161 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 5,161 of 5,161 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.

affunlabeled

Homeostasis

John H. Duffus, Monica Nordberg, Douglas M. Templeton

2016· dataset· en· IUPAC Standards Online· Chemistry

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Continuous-Flow Matrix-Assisted Laser Desorption/Ionization (CF-MALDI)

Kermit K. Murray, Robert K. Boyd, Marcos N. Eberlin, G. John Langley, Liang Li, Yasuhide Naito

2016· dataset· en· IUPAC Standards Online· Chemistry

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

LVRPA

Silvia E. Braslavsky, André M. Braun, Alberto E. Cassano, Alexei V. Emeline, Marta I. Litter, Leonardo Palmisano +2 more

2016· dataset· en· IUPAC Standards Online

machine prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Red Pulp

Douglas M. Templeton, Michael Schwenk, Reinhild Klein, John H. Duffus

2016· dataset· en· IUPAC Standards Online· Engineering

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Food Chain—Primary Decomposers

Gerald R. Stephenson, Ian G. Ferris, Patrick T. Holland, Monica Nordberg

2016· dataset· en· IUPAC Standards Online· Chemistry

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Sausage

J. Beare-Rogers, A. Dieffenbacher, J. V. Holm

2016· dataset· en· IUPAC Standards Online

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Photoreaction

Silvia E. Braslavsky, André M. Braun, Alberto E. Cassano, Alexei V. Emeline, Marta I. Litter, Leonardo Palmisano +2 more

2016· dataset· en· IUPAC Standards Online· Energy

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Capacitation (of Sperm)

John H. Duffus, Michael Schwenk, Douglas M. Templeton

2017· dataset· en· IUPAC Standards Online· Environmental Science

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Ventriculogram

Douglas M. Templeton, Michael Schwenk, John H. Duffus

2016· dataset· en· IUPAC Standards Online· Medicine

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Ill. Metal Stability Constants

Abraha Bahta, Gordon A. Parker, Dennis G. Tuck

2016· dataset· en· IUPAC Standards Online· Chemistry

machine prediction:candidate · noneconsensus · none

citations

aboutno affunlabeled

Development and Evaluation of Simplified Approaches to Residue AnalysisAll correspondance should be addressed to the Secretary, R. Greenhalgh, CBRI, Agriculture Canada, Ottawa, K1A OC6, Canada.

V. Bátora, S. Vitorović, H. P. Thier, M. A. Klisenko

2016· dataset· en· IUPAC Standards Online· Agricultural and Biological Sciences

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Climax Community

Monica Nordberg, Douglas M. Templeton, Ole Andersen, John H. Duffus

2016· dataset· en· IUPAC Standards Online· Chemistry

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Mead Acid

J. Beare-Rogers, A. Dieffenbacher, J. V. Holm

2016· dataset· en· IUPAC Standards Online· Chemistry

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Cotton–Mouton Effect

Masahide Terazima, Noboru Hirota, Silvia E. Braslavsky, Andreas Mandelis, Stephen E. Bialkowski, Gerald J. Diebold +4 more

2016· dataset· en· IUPAC Standards Online· Engineering

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Miosis

Douglas M. Templeton, Michael Schwenk, John H. Duffus

2016· dataset· es· IUPAC Standards Online· Environmental Science

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Dosage

John H. Duffus, Monica Nordberg, Douglas M. Templeton

2016· dataset· en· IUPAC Standards Online· Chemistry

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Equilibrium

John H. Duffus, Monica Nordberg, Douglas M. Templeton

2016· dataset· en· IUPAC Standards Online· Chemistry

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Index, Male Fertility

John H. Duffus, Michael Schwenk, Douglas M. Templeton

2017· dataset· en· IUPAC Standards Online· Chemistry

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Food Chain—Primary Consumers

Gerald R. Stephenson, Ian G. Ferris, Patrick T. Holland, Monica Nordberg

2016· dataset· en· IUPAC Standards Online· Agricultural and Biological Sciences

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Spiked Sample (Fortified Sample)

Gerald R. Stephenson, Ian G. Ferris, Patrick T. Holland, Monica Nordberg

2016· dataset· en· IUPAC Standards Online· Agricultural and Biological Sciences

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Perfusate

Colin F. Poole, Zoltán Mester, Manuel Miró, Stig Pedersen‐Bjergaard, Janusz Pawliszyn

2017· dataset· en· IUPAC Standards Online

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Thrombocytopenia

John H. Duffus, Michael Schwenk, Douglas M. Templeton

2017· dataset· en· IUPAC Standards Online· Agricultural and Biological Sciences

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Atmospheric Pressure Matrix-Assisted Laser Desorption/Ionization (AP MALDI)

Kermit K. Murray, Robert K. Boyd, Marcos N. Eberlin, G. John Langley, Liang Li, Yasuhide Naito

2016· dataset· en· IUPAC Standards Online· Chemistry

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

in Vivo

Gerald R. Stephenson, Ian G. Ferris, Patrick T. Holland, Monica Nordberg

2016· dataset· en· IUPAC Standards Online

machine prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Endemic

John H. Duffus, Monica Nordberg, Douglas M. Templeton

2016· dataset· en· IUPAC Standards Online

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Gas Coupling

Masahide Terazima, Noboru Hirota, Silvia E. Braslavsky, Andreas Mandelis, Stephen E. Bialkowski, Gerald J. Diebold +4 more

2016· dataset· en· IUPAC Standards Online· Engineering

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Corona Discharge Ionization

Kermit K. Murray, Robert K. Boyd, Marcos N. Eberlin, G. John Langley, Liang Li, Yasuhide Naito

2016· dataset· en· IUPAC Standards Online· Medicine

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Kinetic Energy Release Distribution (KERD)

Kermit K. Murray, Robert K. Boyd, Marcos N. Eberlin, G. John Langley, Liang Li, Yasuhide Naito

2016· dataset· en· IUPAC Standards Online· Engineering

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Cottonseed Oil

J. Beare-Rogers, A. Dieffenbacher, J. V. Holm

2016· dataset· en· IUPAC Standards Online· Agricultural and Biological Sciences

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Target

John Proudfoot, Olivier Nosjean, Jan Blanchard, John Wang, Dominique Besson, Denis Crankshaw +7 more

2016· dataset· en· IUPAC Standards Online

machine prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Sample (in Statistics)

John H. Duffus, Monica Nordberg, Douglas M. Templeton

2016· dataset· en· IUPAC Standards Online· Chemistry

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Semiochemical

John H. Duffus, Monica Nordberg, Douglas M. Templeton

2016· dataset· en· IUPAC Standards Online· Chemistry

machine prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Critical Concentration (for a Cell or an Organ)

John H. Duffus, Monica Nordberg, Douglas M. Templeton

2016· dataset· en· IUPAC Standards Online· Medicine

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Iniencephaly

John H. Duffus, Michael Schwenk, Douglas M. Templeton

2017· dataset· de· IUPAC Standards Online· Environmental Science

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Half Life

Keith J. Laidler

2016· dataset· en· IUPAC Standards Online

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Persistent Inorganic Pollutant (PIP)

John H. Duffus, Monica Nordberg, Douglas M. Templeton

2016· dataset· en· IUPAC Standards Online· Environmental Science

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Plasmid

John H. Duffus, Monica Nordberg, Douglas M. Templeton

2016· dataset· en· IUPAC Standards Online· Chemistry

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Chelation Solvent 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

citations

affunlabeled

Surface-Enhanced Laser Desorption/Ionization (SELDI)

Kermit K. Murray, Robert K. Boyd, Marcos N. Eberlin, G. John Langley, Liang Li, Yasuhide Naito

2016· dataset· en· IUPAC Standards Online· Chemistry

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Biokinetics (in Toxicology)

John H. Duffus, Monica Nordberg, Douglas M. Templeton

2016· dataset· en· IUPAC Standards Online· Chemistry

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Metatectic Reaction

Heinz Gamsjäger, John W. Lorimer, Pirketta Scharlin, David G. Shaw

2016· dataset· en· IUPAC Standards Online· Environmental Science

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Bioactivation

Gerald R. Stephenson, Ian G. Ferris, Patrick T. Holland, Monica Nordberg

2016· dataset· en· IUPAC Standards Online· Environmental Science

machine prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Assay

Gerald R. Stephenson, Ian G. Ferris, Patrick T. Holland, Monica Nordberg

2016· dataset· en· IUPAC Standards Online· Agricultural and Biological Sciences

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Desiccant

Monica Nordberg, Douglas M. Templeton, Ole Andersen, John H. Duffus

2016· dataset· en· IUPAC Standards Online· Environmental Science

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Aging (of Contamination)

Monica Nordberg, Douglas M. Templeton, Ole Andersen, John H. Duffus

2016· dataset· en· IUPAC Standards Online· Environmental Science

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Ambient

Monica Nordberg, Douglas M. Templeton, Ole Andersen, John H. Duffus

2016· dataset· en· IUPAC Standards Online· Environmental Science

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Confounding (in Data Analysis)

John H. Duffus, Monica Nordberg, Douglas M. Templeton

2016· dataset· en· IUPAC Standards Online· Chemistry

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Epithelioma

John H. Duffus, Monica Nordberg, Douglas M. Templeton

2016· dataset· en· IUPAC Standards Online· Medicine

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Light Chain

Douglas M. Templeton, Michael Schwenk, Reinhild Klein, John H. Duffus

2016· dataset· en· IUPAC Standards Online· Immunology and Microbiology

machine prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Cucurbita Seed Oil

J. Beare-Rogers, A. Dieffenbacher, J. V. Holm

2016· dataset· en· IUPAC Standards Online· Biochemistry, Genetics and Molecular Biology

machine prediction:candidate · noneconsensus · none

citations

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