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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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Advances in industrial control
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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.

44 results · 1 filter active ·
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20082023
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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.
44 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 44 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 44 of 44 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.

affno abstractunlabeled
Modeling and Control of Batch Processes
Prashant Mhaskar, Abhinav Garg, Brandon Corbett
2018· book· en· Advances in industrial control· Engineering
machine prediction:candidate · noneconsensus · none
21
citations
affno abstractunlabeled
Automatic Control of Flotation Columns
R. del Villar, André Desbiens, Miguel Maldonado, Jocelyn Bouchard
2010· book-chapter· en· Advances in industrial control· Environmental Science
machine prediction:candidate · noneconsensus · none
11
citations
affno abstractunlabeled
Force and Position Control of Mechatronic Systems
Tong Heng Lee, Wenyu Liang, Clarence W. de Silva, Kok Kiong Tan
2020· book· en· Advances in industrial control· Engineering
machine prediction:candidate · noneconsensus · none
7
citations
affno abstractunlabeled
Bispectrum and Bicoherence
Shoukat M. A. A. Choudhury, Sirish L. Shah, Nina F. Thornhill
2008· book-chapter· en· Advances in industrial control· Computer Science
machine prediction:candidate · noneconsensus · none
5
citations
affno abstractunlabeled
Batch Process Modeling and Control: Background
Prashant Mhaskar, Abhinav Garg, Brandon Corbett
2018· book-chapter· en· Advances in industrial control· Engineering
machine prediction:candidate · noneconsensus · none
4
citations
affno abstractunlabeled
Nonlinearities in Control Loops
Shoukat M. A. A. Choudhury, Sirish L. Shah, Nina F. Thornhill
2008· book-chapter· en· Advances in industrial control· Engineering
machine prediction:candidate · noneconsensus · none
3
citations
affno abstractunlabeled
Measures of Nonlinearity – A Review
Shoukat M. A. A. Choudhury, Sirish L. Shah, Nina F. Thornhill
2008· review· en· Advances in industrial control· Chemistry
machine prediction:candidate · noneconsensus · none
3
citations
affno abstractunlabeled
Different Types of Faults in Control Valves
Shoukat M. A. A. Choudhury, Sirish L. Shah, Nina F. Thornhill
2008· book-chapter· en· Advances in industrial control· Engineering
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Multi-parametric Predictive Control
Amir Taghavipour, Mahyar Vajedi, Nasser L. Azad
2018· book-chapter· en· Advances in industrial control· Engineering
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Force–Position Control for Fast Tube Insertion
Tong Heng Lee, Wenyu Liang, Clarence W. de Silva, Kok Kiong Tan
2020· book-chapter· en· Advances in industrial control· Engineering
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Introduction
Tong Heng Lee, Wenyu Liang, Clarence W. de Silva, Kok Kiong Tan
2020· book-chapter· en· Advances in industrial control· Engineering
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
affno abstractunlabeled
Position Tracking for VTOL UAVs
Abdelkader Abdessameud, Abdelhamid Tayebi
2013· book-chapter· en· Advances in industrial control· Engineering
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Stiction: Definition and Discussions
Shoukat M. A. A. Choudhury, Sirish L. Shah, Nina F. Thornhill
2008· book-chapter· en· Advances in industrial control· Dentistry
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Physics-Based Model of Control Valve Stiction
Shoukat M. A. A. Choudhury, Sirish L. Shah, Nina F. Thornhill
2008· book-chapter· en· Advances in industrial control· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Concluding Remarks
Yang Shi, Chao Shen, Henglai Wei, Kunwu Zhang
2023· book-chapter· en· Advances in industrial control· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Diagnosis of Poor Control Performance
Shoukat M. A. A. Choudhury, Sirish L. Shah, Nina F. Thornhill
2008· book-chapter· en· Advances in industrial control· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Diagnosis of Plant-wide Oscillations
Shoukat M. A. A. Choudhury, Sirish L. Shah, Nina F. Thornhill
2008· book-chapter· en· Advances in industrial control· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Introduction
Shoukat M. A. A. Choudhury, Sirish L. Shah, Nina F. Thornhill
2008· book-chapter· en· Advances in industrial control
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Introduction
Yang Shi, Chao Shen, Henglai Wei, Kunwu Zhang
2023· book-chapter· en· Advances in industrial control· Engineering
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Conclusion
Tong Heng Lee, Wenyu Liang, Clarence W. de Silva, Kok Kiong Tan
2020· book-chapter· en· Advances in industrial control· Engineering
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Introduction
Matthew J. Ellis, Jinfeng Liu, Panagiotis D. Christofides
2016· book-chapter· en· Advances in industrial control· Engineering
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Force-Based Supervisory Control Assisted Surgery
Tong Heng Lee, Wenyu Liang, Clarence W. de Silva, Kok Kiong Tan
2020· book-chapter· en· Advances in industrial control· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
AMV Modeling
Yang Shi, Chao Shen, Henglai Wei, Kunwu Zhang
2023· book-chapter· en· Advances in industrial control· Engineering
machine prediction:candidate · noneconsensus · none
0
citations

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