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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.

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 Science, Technology & Innovation/Advances in science, technology & innovation
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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.

66 results · 1 filter active ·
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20172025
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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.
66 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 66 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 66 of 66 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Bioconversion of Fruits and Vegetables Wastes into Value-Added Products
Sarita Shrestha, Janak Raj Khatiwada, Hem Kanta Sharma, Wensheng Qin
2021· book-chapter· en· Advances in Science, Technology & Innovation/Advances in science, technology & innovation· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+bibliometrics+sts+research_integrityconsensus · bibliometrics
22
citations
affno abstractunlabeled
Selected Studies in Environmental Geosciences and Hydrogeosciences
2023· book· en· Advances in Science, Technology & Innovation/Advances in science, technology & innovation· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrow+bibliometrics+stsconsensus · bibliometrics+sts
12
citations
affno abstractunlabeled
Recent Advances in the Physical Methods to Combat Membrane Fouling: An Emphasis on the Periodic Feed Pressure Technique
Mohamed Echakouri, Mohamed Zoubiek, Amgad Salama, Amr Henni, Hassan Elgharbi
2022· book-chapter· en· Advances in Science, Technology & Innovation/Advances in science, technology & innovation· Environmental Science
distilled prediction:candidate · metaepi_narrow+bibliometrics+sts+open_science+research_integrityconsensus · metaepi_narrow+bibliometrics+sts
9
citations
affno abstractunlabeled
Modern Trends in Mosques Architecture
Sherif Mahmoud, Abobakr Al-Sakkaf
2023· book-chapter· en· Advances in Science, Technology & Innovation/Advances in science, technology & innovation· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+bibliometrics+sts+research_integrityconsensus · bibliometrics+sts+research_integrity
8
citations
affno abstractunlabeled
Rivers’ Confluence Morphological Modeling Using SRH-2D
Eman AlQasimi, Tew‐Fik Mahdi
2020· book-chapter· en· Advances in Science, Technology & Innovation/Advances in science, technology & innovation· Environmental Science
distilled prediction:candidate · metaepi_narrow+bibliometrics+sts+open_science+research_integrityconsensus · bibliometrics+sts+research_integrity
5
citations
affno abstractunlabeled
A Simulation-Based Method to Study the LQT1 Syndrome Remotely Using the EMI Model
Sebastián A. Domínguez-Rivera, Joyce Reimer, Kevin R. Green, Reza Zolfaghari, Raymond J. Spiteri
2021· book-chapter· en· Advances in Science, Technology & Innovation/Advances in science, technology & innovation· Medicine
distilled prediction:candidate · metaepi_narrow+bibliometrics+sts+research_integrityconsensus · bibliometrics+sts
5
citations
affno abstractunlabeled
Biostimulation of Microbial Community by Carob (Ceratonia siliqua) to Degrade Total Petroleum Hydrocarbon (TPH) in Contaminated Soil
Latifa Hamoudi-Belarbi, L. Nouri, Leila Bendifallah, Safia Hamoudi, Khaled Belkacemi
2017· book-chapter· en· Advances in Science, Technology & Innovation/Advances in science, technology & innovation· Environmental Science
distilled prediction:candidate · metaepi_narrow+bibliometrics+sts+research_integrityconsensus · bibliometrics+research_integrity
4
citations
affno abstractunlabeled
Genesis of Grain-Coating Clays and Their Effect on the Development of Feldspar Overgrowths: A Case Study of the Late Cambrian to Early Ordovician Barik Formation Sandstone Reservoir, Haushi-Huqf Region, Central Oman
Mohamed A. K. El‐Ghali, İftikhar Ahmed Abbasi, Olga Shelukhina, Mohamed S. H. Moustafa, Arshad Ali, Osman Salad Hersi +5 more
2024· book-chapter· en· Advances in Science, Technology & Innovation/Advances in science, technology & innovation· Engineering
distilled prediction:candidate · metaepi_narrow+bibliometrics+stsconsensus · bibliometrics
3
citations
affaboutno abstractunlabeled
Spatial Variability of Summer Droughts and Heatwaves in Southern Canada
Zahra Noorisameleh, William A. Gough, M. Monirul Qader Mirza
2024· book-chapter· en· Advances in Science, Technology & Innovation/Advances in science, technology & innovation· Environmental Science
distilled prediction:candidate · metaepi_narrow+bibliometrics+stsconsensus · bibliometrics
3
citations
affunlabeled
Recent Research on Environmental Earth Sciences, Geomorphology, Soil Science, Paleoclimate, and Karst
Attila Çi̇ner, Md Firoz Khan, Amjad Kallel, Jesús Rodrigo‐Comino, Mario Parise, Rahim Barzegar +3 more
2023· book· en· Advances in Science, Technology & Innovation/Advances in science, technology & innovation· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrow+bibliometrics+sts+open_science+research_integrityconsensus · bibliometrics+sts+research_integrity
3
citations
affno abstractunlabeled
Technology-Enhanced Learning in Medical Education
Shoaleh Bigdeli, Maryam Soleimani Movahed, John Sandars
2024· book-chapter· en· Advances in Science, Technology & Innovation/Advances in science, technology & innovation· Social Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+bibliometrics+sts+open_science+research_integrityconsensus · metaepi_narrow+bibliometrics+sts+research_integrity
3
citations
affno abstractunlabeled
A Benchmark InSAR Simulator for Phase Filtering and Coherence Estimation
Xinyao Sun, Aaron Zimmer, Navaneeth Kamballur Kottayil, Subhayan Mukherjee, Parwant Ghuman, Irene Cheng
2023· book-chapter· en· Advances in Science, Technology & Innovation/Advances in science, technology & innovation· Engineering
distilled prediction:candidate · metaepi_narrow+bibliometrics+stsconsensus · bibliometrics
2
citations
affno abstractunlabeled
Selected Studies in Geotechnics, Geo-informatics and Remote Sensing
Zeynal Abiddin Ergüler, Riheb Hadji, Helder I. Chaminé, Jesús Rodrigo‐Comino, Amjad Kallel, Broder J. Merkel +11 more
2023· book· en· Advances in Science, Technology & Innovation/Advances in science, technology & innovation· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrow+bibliometrics+sts+research_integrityconsensus · bibliometrics+research_integrity
2
citations
affno abstractunlabeled
A Non-stationary NDVI Time Series with Big Data: A Deep Learning Approach
Manel Rhif, Ali Ben Abbes, Imed Riadh Farah
2022· book-chapter· en· Advances in Science, Technology & Innovation/Advances in science, technology & innovation· Environmental Science
distilled prediction:candidate · metaepi_narrow+bibliometrics+sts+open_science+research_integrityconsensus · bibliometrics+sts
2
citations
affno abstractunlabeled
U–Pb Age Dating for Carbonate Sequences: An Example from Late Neoproterozoic Kharus Formation, Al Jabal Al-Akhdar, Northern Oman
Mohamed A. K. El‐Ghali, Osman Salad Hersi, İftikhar Ahmed Abbasi, Hezam Al-Awah, Mohamed S. H. Moustafa
2023· book-chapter· en· Advances in Science, Technology & Innovation/Advances in science, technology & innovation· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrow+bibliometrics+sts+research_integrityconsensus · bibliometrics+sts+research_integrity
2
citations
affno abstractunlabeled
Post-oligocene Tectono-Eustatic Fluctuations and Their Influence on the Stratigraphy of Eastern Arabia: The Fars Group of the Batina Coast, Oman
Osman Salad Hersi, İftikhar Ahmed Abbasi, Abdulrazak Al‐Sayigh, Musaab Al-Sarmi, Mohamed A. K. El‐Ghali, Tariq Al-Raisi
2023· book-chapter· en· Advances in Science, Technology & Innovation/Advances in science, technology & innovation· Environmental Science
distilled prediction:candidate · metaepi_narrow+bibliometrics+stsconsensus · none
1
citations
affno abstractunlabeled
Instructional Design in e-Learning Environments in Medical Education
Shoaleh Bigdeli, Fakhrosadat Mirhosseini, Aeen Mohammadi, Rita Mojtahedzadeh, Seyed Kamran Soltani Arabshahi
2024· book-chapter· en· Advances in Science, Technology & Innovation/Advances in science, technology & innovation· Computer Science
distilled prediction:candidate · metaepi_narrow+bibliometrics+sts+open_science+research_integrityconsensus · bibliometrics+research_integrity
1
citations
affno abstractunlabeled
Review on the Impact of Natural Organic Matter (NOM) on the Degradation of Emerging Contaminants in Persulfate-Activated Advanced Oxidation Processes (AOPs)
Daniel T. Oyekunle, David O. Oyekunle, Nalluri Abhishek, Eman A. Gendy, Zhuqi Chen
2024· book-chapter· en· Advances in Science, Technology & Innovation/Advances in science, technology & innovation· Environmental Science
distilled prediction:candidate · metaepi_narrow+bibliometrics+stsconsensus · bibliometrics
1
citations
affno abstractunlabeled
Statistical Study of Rainfall and Sediment Transport in the North-West of Algeria
Faiza Hallouz, Mohamed Meddi, Gil Mahé, Salah Eddine Ali Rahmani, Fateh Chebana
2023· book-chapter· en· Advances in Science, Technology & Innovation/Advances in science, technology & innovation· Environmental Science
distilled prediction:candidate · metaepi_narrow+bibliometrics+stsconsensus · bibliometrics
1
citations
affno abstractunlabeled
A Comprehensive Survey of Lightweight Authentication Schemes for the Internet of Things
Younes-Amine Loutfi, Pierre-Martin Tardif, Mohammed Raiss El Fenni, Brahim El Bhiri, Marc Frappier, Youssef Laraig
2025· book-chapter· en· Advances in Science, Technology & Innovation/Advances in science, technology & innovation· Computer Science
distilled prediction:candidate · metaepi_narrow+bibliometrics+sts+open_scienceconsensus · bibliometrics
1
citations
affno abstractunlabeled
PV Power Forecasting Using Deep Learning and Physical Models: Case Study of Morocco
Samira Abousaid, Loubna Benabbou, Hanane Dagdougui, Ismail Belhaj, Hicham Bouzekri, Abdelaziz Berrado
2024· book-chapter· en· Advances in Science, Technology & Innovation/Advances in science, technology & innovation· Computer Science
distilled prediction:candidate · metaepi_narrow+bibliometrics+sts+research_integrityconsensus · bibliometrics
1
citations
affno abstractunlabeled
Selected Studies in Geophysics, Tectonics and Petroleum Geosciences
2024· book· en· Advances in Science, Technology & Innovation/Advances in science, technology & innovation· Computer Science
distilled prediction:candidate · metaepi_narrow+bibliometrics+sts+open_science+research_integrityconsensus · bibliometrics+research_integrity
1
citations
affunlabeled
Deep Learning Approach for Solar Irradiance Forecasting: A Moroccan Case Study
Saad Benbrahim, Loubna Benabbou, Hanane Dagdougui, Ismail Belhaj, Hicham Bouzekri, Abdelaziz Berrado
2024· book-chapter· en· Advances in Science, Technology & Innovation/Advances in science, technology & innovation· Computer Science
distilled prediction:candidate · metaepi_narrow+bibliometrics+sts+open_science+research_integrityconsensus · bibliometrics+sts+research_integrity
0
citations
affno abstractunlabeled
Wealth Creation in the Third Generation of Medical Universities
Atefeh Zabihi Zazoly, Zohreh Sohrabi, Shoaleh Bigdeli
2024· book-chapter· en· Advances in Science, Technology & Innovation/Advances in science, technology & innovation· Social Sciences
distilled prediction:candidate · metaepi_narrow+bibliometrics+sts+open_science+research_integrityconsensus · bibliometrics+sts+research_integrity
0
citations
affno abstractunlabeled
Mineral Processing in Bioreactors: Fundamentals and Design Aspects
W. Ashane M. Fernando, P. C. P. De Silva, Adriana Guatame-García, Bas Vriens, C.A.N. Fernando
2024· book-chapter· en· Advances in Science, Technology & Innovation/Advances in science, technology & innovation· Engineering
distilled prediction:candidate · metaepi_narrow+bibliometrics+sts+research_integrityconsensus · bibliometrics
0
citations
affno abstractunlabeled
Characterization of Italian and Tunisian Paper Sludges to Employ It as Soil Amendment
Francesca Bretzel, Eliana Tassi, Irene Rosellini, Emna Marouani, Asma Khouaja, Ahmed Koubaa
2024· book-chapter· en· Advances in Science, Technology & Innovation/Advances in science, technology & innovation· Environmental Science
distilled prediction:candidate · metaepi_narrow+bibliometrics+stsconsensus · bibliometrics
0
citations
affno abstractunlabeled
Centrifuge Testing for Assessing Rain-Induced Slope Instability
Samuel A. Espinosa F., M. Hesham El Naggar
2025· book-chapter· en· Advances in Science, Technology & Innovation/Advances in science, technology & innovation· Engineering
distilled prediction:candidate · metaresearch+metaepi_narrow+bibliometrics+sts+research_integrityconsensus · bibliometrics+sts+research_integrity
0
citations
affno abstractunlabeled
Correlation Between the Extreme Climate Indices and the AMO Index in Northern Algeria
Hafsa Karahaçane, Mohamed Meddi, Xuebin Zhang, Hamoudi Saaed, Faiza Hallouz
2017· book-chapter· en· Advances in Science, Technology & Innovation/Advances in science, technology & innovation· Environmental Science
distilled prediction:candidate · metaepi_narrow+bibliometrics+sts+research_integrityconsensus · bibliometrics+sts+research_integrity
0
citations
aboutno affno abstractunlabeled
Seismic Inversion and Lithological Characterization of Reservoirs: Case of Penobscot, Nova Scotia Offshore (Canada)
Oumarou Sanda, Mabrouk Djeddi, Tabod Charles Tabod, Jean Marcel, Jean Marcel Abaté Essi, Thibaut Aloys Ekani Mebenga +1 more
2024· book-chapter· en· Advances in Science, Technology & Innovation/Advances in science, technology & innovation· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrow+bibliometrics+stsconsensus · bibliometrics
0
citations
affno abstractunlabeled
SAR Image Despeckling Using a Self-supervised Learning Model
Chuyang Liu, Ningbo Zhu, Xinyao Sun, Irene Cheng
2024· book-chapter· en· Advances in Science, Technology & Innovation/Advances in science, technology & innovation· Computer Science
distilled prediction:candidate · metaepi_narrow+bibliometrics+sts+scholarly_communication+open_science+research_integrityconsensus · metaepi_narrow+bibliometrics+sts+research_integrity
0
citations
affno abstractunlabeled
Hardness Tester for Analog Planetary Rocks: A Preliminary Assessment in Microgravity Flight
Ana Pires, Catarina Costa, Rui Moura, Aaron H. Persad, Jason Reimuller, Derek Gowanlock +7 more
2023· book-chapter· en· Advances in Science, Technology & Innovation/Advances in science, technology & innovation· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+bibliometrics+sts+research_integrityconsensus · bibliometrics
0
citations
affno abstractunlabeled
Intrusion Detection Systems for Smart Buildings: A Survey
Youssef Laraig, Pierre-Martin Tardif, Yann Ben Maissa, Brahim El Bhiri, Sébastien Roy, Younes-Amine Loutfi
2025· book-chapter· en· Advances in Science, Technology & Innovation/Advances in science, technology & innovation· Computer Science
distilled prediction:candidate · metaepi_narrow+bibliometrics+sts+open_science+research_integrityconsensus · bibliometrics+sts+research_integrity
0
citations
affno abstractunlabeled
Assessment of Drought in Izmir District Using Standardized Precipitation Index
Denizhan Mersin, Ayşe Gulmez, Babak Vaheddoost, G. Tayfur
2025· book-chapter· en· Advances in Science, Technology & Innovation/Advances in science, technology & innovation· Environmental Science
distilled prediction:candidate · metaepi_narrow+bibliometrics+sts+research_integrityconsensus · bibliometrics+research_integrity
0
citations

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