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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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Oil IT Journal.
Topic
Retraction
Abstract
Evidence source
Study design
Label agreement
Label status

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
fundfunder
venuejournal
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

17 results · 1 filter active ·
Results by year
20152023
Publication date
Categories
Machine labels · sparse coverage
Evidence
Language
Type
Citations
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
17 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 17 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 17 of 17 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.

aboutno affunlabeled
Regulatory
Neil McNaughton
2023· article· en· Oil IT Journal.· Engineering
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Regulatory round-up
Neil McNaughton
2020· article· en· Oil IT Journal.· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Folks, facts, orgs ...
Neil McNaughton
2015· article· en· Oil IT Journal.· Energy
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Going, going ... green
Neil McNaughton
2020· article· en· Oil IT Journal.· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
2019 Emerson User Exchange, Americas
Neil McNaughton
2020· article· en· Oil IT Journal.· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Back to school …
Neil McNaughton
2021· article· en· Oil IT Journal.· Engineering
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Standards stuff …
Neil McNaughton
2020· article· en· Oil IT Journal.· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Going, going … green
Neil McNaughton
2023· article· en· Oil IT Journal.· Energy
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Folks, facts, orgs ...
Neil McNaughton
2019· article· en· Oil IT Journal.· Engineering
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Regulatory round-up
Neil McNaughton
2019· article· en· Oil IT Journal.· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Interview - Pat Ryan, Noah Consulting
Neil McNaughton
2016· article· en· Oil IT Journal.· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Regulatory
Neil McNaughton
2023· article· en· Oil IT Journal.· Engineering
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Software, hardware short takes
Neil McNaughton
2019· article· en· Oil IT Journal.· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Regulatory round-up
Neil McNaughton
2021· article· en· Oil IT Journal.· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Devon Canada’s e-well file
Neil McNaughton
2017· article· en· Oil IT Journal.· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations

How this was built: Screen · Findings · About