Bibliographic record
Abstract
These Proceedings contain a collection of papers based on the invited, oral, and poster presentations at the Joint International Conference SPM-2019-RCWDFM combining the 3 rd International Conference “Scanning Probe Microscopy” (SPM), the 4 th Russia-China Workshop on Dielectric and Ferroelectric Materials (RCWDFM) , and International Youth Conference “Functional Imaging of Nanomaterials” , which was held in Ekaterinburg, Russia, August 25-28, 2019. Joint International Conference SPM-2019-RCWDFM covered a wide range of scientific topics. SPM Topics: - SPM in materials science - PFM, MFM, KPFM, SNOM, ESM, SEM, and related techniques - Tip-enhanced phenomena - Probe lithography and nano-indentation - Ferroelectrics, piezoelectrics, and ionic conductors - Multiferroic phenomena and magnetoelectric coupling on the nanoscale - Interface and domain engineering - Biocompatible & organic materials - 1D and 2D nanostructured materials - Theory, modelling, and data processing RCWDFM Topics: - High-performance piezo-/ferroelectric materials and devices - Thin films, single crystals, interfaces and nanoscale materials - Multiferroic materials and devices - New mechanisms/materials/devices - Domains, domain walls, and domain engineering The conference was organized by the School of Natural Sciences and Mathematics and Ural Centre for Shared Use “Modern Nanotechnology” of the Ural Federal University. The objective of SPM-2019-RCWDFM was to provide an international and interdisciplinary exchange of information on a wide range of topics related to modern state-of-the-art and future development of various Scanning Probe Microscopy techniques in different fields of science, as well as fundamentals and applications of dielectric and ferroelectric materials in order to ensure effective cooperation among scientists and specialists from universities, research institutions and industry. More than 200 participants from 15 countries: Belarus, Brazil, Canada, China, France, Germany, Ireland, Japan, Korea, Netherlands, Poland, Portugal, Russia, Switzerland, and USA presented their results. The conference comprised 239 presentations, including 42 invited, 47 oral, and 150 poster ones. The organizers are very grateful to the conference sponsors and exhibitors: Taylor & Francis Group, Crystals journal, NT-MDT Spectrum Instruments, SPECS TII RUS, Ostec ArtTool, OPTEC, INTERTECH Corporation, MTEON, IMC Group, Promenergolab, and Alexander Lukanin. Vladimir Shur Chairman of SPM-2019-RCWDFM List of SPM-2019-RCWDFM Committees and SPM-2019-RCWDFM Sponsors and Exhibitors are available in this pdf.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".