Notice bibliographique
Résumé
An important question in electron microscopy is: where does our information come from? The simple answer “where the recorded electrons penetrate the sample” is not even approximately true in aloof-beam EELS, where a focused probe of electrons is placed a distance b (the impact parameter) beyond the edge of a specimen. Aloof measurements are useful for investigating plasmonic modes in small particles and for extracting information from beam-sensitive specimens with minimal radiation damage [1–3]. Dipole-mode inelastic scattering can be simulated using finite-element methods, e.g. COMSOL. Calculated spectra for vibrational energy losses in a 100nm-thick SiO2 slab are shown in Fig. 1. The spectra contain a peak at about 155 meV, representing a bulk polariton mode, a peak around 140 meV representing excitation at the (coupled) top and bottom surfaces, and a peak between 135 and 140 meV arising from a mode localized at the edge of the sample [4]. Figure 2 shows the calculated polarization P(r), which is seen to have approximately cylindrical symmetry about the probe axis (r = 0). As seen in Figure 3, the depth-integrated polarization is roughly proportional to 1/r for both aloof and transmission geometry. This is consistent with a transmission-mode 1/r2 point-spread function for Coulomb delocalization [3] if contributions to the EELS signal are proportional to polarization/r [5]. Integrating P/r over distance x (= r − b) from the edge of the sample, the width x50 containing 50% of the signal is found to be approximately b (see Fig. 4), indicating that the aloof spatial resolution is (within a factor of 2) equal to the impact parameter of the probe. The y-axis resolution is about a factor of two worse and the edge-surface mode is slightly more delocalized (see Fig. 4), consistent with a smaller angular width of the scattering [5]. These ideas suggest that (for a given probe current) the radiolysis sensitivity in aloof mode might be proportional to 1/b2, which would be consistent with the observation that fading of the C=O vibrational-mode signal from guanine was measurable at b = 10 nm but not at b = 30 nm [4]. However, this b-dependence needs to be verified experimentally. Although the examples given here relate to vibrational-mode energy losses, similar principles apply to dipole-mode electronic excitation (including plasmon losses), but with length scales typically a factor of ten smaller. For inner-shell energy losses or vibrational-mode impact scattering, the delocalization distance approaches atomic dimensions, making aloof-beam EELS impractical. In the case of small particles, all of the excitations become standing waves and the EELS signal comes predominantly from within a single particle. COMSOL calculations of the energy-loss spectra for small aloof probes at different distances b from the edge of a 100nm-thick SiO2 slab. The uppermost spectrum is for the transmission geometry, with an electron probe far from the edge of the specimen. Polarization P within a 100nm slab of SiO2, due to an aloof beam (vertical arrow) of 60keV electrons located at a distance b = 100 nm from the edge, which in this example has been rounded into a hemisphere to make the geometry more realistic. Depth-integrated polarization ∫ P(r) dz as a function of distance r from the electron probe, for b = 10 nm (yellow or red line), b = 100 nm (gray), and transmission mode (blue). Median distance x50 into the sample, containing 50% of the energy-loss signal at y = 0, as a function of impact parameter, for several values of (SiO2 vibrational-mode) energy loss.
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Comment cette classification a été obtenuedéplier
Prédiction machine sur la base complète
Imitation des enseignantsNi prévalence calibrée, ni vérité terrain. Validation humaine à venir. Le volet Gemma est une étiquette directe du modèle pour chaque travail de la base, lue sur la notice réduite au titre. Le volet Codex est un classifieur appris des 10 348 étiquettes directes de Codex et calibré sur les taux pondérés de l'échantillon; les champs sans appui suffisant ne portent aucun appel Codex. Le mode candidate est l'union des deux volets; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont pas des étiquettes humaines.
Scores du classifieur distillé par catégorie (deux têtes)
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,001 | 0,002 |
| Méta-épidémiologie (sens strict) | 0,000 | 0,000 |
| Méta-épidémiologie (sens large) | 0,000 | 0,000 |
| Bibliométrie | 0,001 | 0,001 |
| Études des sciences et des technologies | 0,000 | 0,000 |
| Communication savante | 0,001 | 0,001 |
| Science ouverte | 0,001 | 0,001 |
| Intégrité de la recherche | 0,001 | 0,001 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,003 | 0,001 |
Scores machine (provisoires)
Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.
Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.
score_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découleClassification
machine, non validéePrédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.
Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».