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 85 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

Law of Frequence

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

2016· dataset· en· IUPAC Standards Online· Chemistry

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Autosome

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

2017· dataset· en· IUPAC Standards Online· Biochemistry, Genetics and Molecular Biology

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Biopsy

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

2016· dataset· en· IUPAC Standards Online· Chemistry

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Vertebra

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

2017· dataset· en· IUPAC Standards Online· Veterinary

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Bradykinesia

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

2016· dataset· en· IUPAC Standards Online· Neuroscience

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Thermal Stress

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

2016· dataset· kn· IUPAC Standards Online· Engineering

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Biomarker (in Human Toxicology)

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

2016· dataset· en· IUPAC Standards Online· Chemistry

machine prediction:candidate · noneconsensus · none

citations

affno abstractunlabeled

A Proposal for the Use of a Standard Format for the Publication of Stability Constant Measurements

G. Dennis

2016· dataset· en· IUPAC Standards Online· Engineering

machine prediction:candidate · metaresearchconsensus · none

citations

affunlabeled

Nonadiabatic

Keith J. Laidler

2016· dataset· en· IUPAC Standards Online· Chemical Engineering

machine prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Telencephalon

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

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

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Microbial Pesticide

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

affgpt · no categorygrok · no categoryopus · no categorymodels agree

Feminization

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

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

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Small G Protein

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

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

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Radiant Energy

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· Medicine

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Taurocholic Acid

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

affunlabeled

Chemical Species (of an Element)

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

2016· dataset· en· IUPAC Standards Online· Chemistry

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Water-Soluble Powder

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

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

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Nuclease Assay

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

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

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Multipotent

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

2016· dataset· en· IUPAC Standards Online· Chemistry

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Weight-Of-Evidence for Toxicity

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

2016· dataset· en· IUPAC Standards Online· Veterinary

machine prediction:candidate · noneconsensus · none

citations

affno abstractunlabeled

Tables of Wavenumbers for the Calibration of Infrared Spectrometers, Parts III and IV: 600 - 1 cm-1

A.R.H. Cole, R.N. Jones, R.C. Lord

2016· dataset· en· IUPAC Standards Online· Engineering

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Primitive Node

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

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

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Food Chain—Secondary Producers

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

Fluorescent Antibody

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

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

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Toxicometry

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

2016· dataset· en· IUPAC Standards Online· Chemistry

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Developmental Neurotoxicity Testing (DNT)

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

2016· dataset· en· IUPAC Standards Online· Medicine

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Photoadsorption Photonic Yield

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· Engineering

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Restriction Fragment Length Polymorphism (RFLP)

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

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

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Contaminant

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

2016· dataset· en· IUPAC Standards Online· Chemistry

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Supratentorial

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

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

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Spectral Photon Radiance

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· Chemistry

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Fetal Alcohol Syndrome (FAS)

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

2017· dataset· en· IUPAC Standards Online· Medicine

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Epoxide

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

2016· dataset· en· IUPAC Standards Online· Nursing

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Age Composition

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

2016· dataset· en· IUPAC Standards Online· Psychology

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Eicosanoids

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

2016· dataset· en· IUPAC Standards Online· Nursing

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Absorbed (Spectral) Photon Radiance

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· Chemistry

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Estuary

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

2016· dataset· en· IUPAC Standards Online· Earth and Planetary Sciences

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Auxiliary Gas

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

2016· dataset· en· IUPAC Standards Online· Chemistry

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

IUPAC Name

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

Internal Fragment

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 · insufficient_payloadconsensus · none

citations

affunlabeled

Biocid

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

2016· dataset· en· IUPAC Standards Online· Chemistry

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Acceptable Risk

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

2016· dataset· en· IUPAC Standards Online· Chemistry

machine prediction:candidate · noneconsensus · none

citations

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

citations

affunlabeled

Threshold of Toxicological Concern (TTC)

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

2016· dataset· en· IUPAC Standards Online· Chemistry

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Medium

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

Phase Diagram

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

2016· dataset· en· IUPAC Standards Online· Chemistry

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Invisible Fat (Hidden Fat)

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

2016· dataset· en· IUPAC Standards Online· Nursing

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Dielectric Barrier Discharge Ionization

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

Bacille Calmette–Guérin (BCG)

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

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

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Second Messenger

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

2016· dataset· en· IUPAC Standards Online· Chemistry

machine prediction:candidate · noneconsensus · none

citations

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