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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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Metallurgical Processes and Thermodynamics
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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
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.

1,090 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.
1,090 works in the cohort · of 4,299,418page 6 of 22

Labels cover 3 of 1,090 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 1,090 of 1,090 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Comprehensive Evaluation of Aluminum Diffusivity in Liquid Zinc
Sui Yang, Xuping Su, Jianhua Wang, Fucheng Yin, Nai‐Yong Tang, Zhi Li +4 more
2010· article· en· Metallurgical and Materials Transactions A· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
17
citations
affunlabeled
Titanium, Titanium Alloys, and Titanium Compounds
H. Otto Sibum, Volker Güther, Oskar Roidl, Fathi Habashi, Hans Wolf
2000· other· en· Ullmann's Encyclopedia of Industrial Chemistry· Engineering
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
16
citations
affno abstractunlabeled
Modeling peirce-smith converter operating costs
Ka Wing Ng, Ralph Harris, A.E. Wraith, Joël P. T. Kapusta, Roberto Parra
2005· article· en· JOM· Engineering
distilled prediction:candidate · noneconsensus · none
16
citations
afffundno abstractunlabeled
Roasting of Nickel Concentrates
R. Pandher, T. Utigard
2010· article· en· Metallurgical and Materials Transactions B· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
15
citations
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How this was built: Screen · Findings · About