Radiocarbon (14C) methodology was used to investigate the presence of biocarbon in different bio-based disposable packaging products. Packaging waste contributes to a municipal solid waste, which is increasing environmental concerns and resulting in the enhancement of EU regulations that aim to reduce packaging waste. The 14C amount in samples reflects how much of the biocarbon has been used. In this study, the concentration of 14C was determined in commonly used types of disposable packaging, such as cups, plates, straws, cutlery, and baking paper. Samples were made of materials such as paper, wheat bran, sugarcane, and wood. The mean concentration of the 14C isotope, measured by the accelerator mass spectrometry (AMS) technique, is greater than 100 pMC in all tested samples, indicating that the samples are modern. The relatively high 14C concentration values in the waterproof layer of the sample indicate that bioplastic, rather than plastic, was used in its production. The highest 14C isotope concentration values were measured for samples that used the oldest biomass (wood and paper), and the lowest for products from current crops (sugarcane and wheat bran), which is consistent with the trend of changes in 14C concentration in the biosphere. The study also addresses the problem of heterogeneity and representativeness of subsamples.

This article traces characterizations of the Cupbearer fresco, named after the large vessel the figure holds and uncovered at the site of Knossos in 1900, in light of the research agendas about the ‘races’ of the prehistoric Aegean and traditions of racial science current in late Victorian Britain. The head of the Cupbearer was compared to Classical Greek art, modern Cretan populations, and cranial remains from prehistoric contexts. Drawing from academic publications, articles in the press, and reports of the British Association for the Advancement of Science, the author situates the discourse surrounding the Cupbearer in the context of scholars seeking the origins of ‘European’ civilization in prehistory, and the creation of racial typologies, especially using cranial measurements and photography. The Cupbearer gained a dual status as a racial portrait comparable to past and present human populations, but also as a work of art that prefigured the later achievements of Classical Greece.

Deep neural networks are said to be opaque, impeding the development of safe and trustworthy artificial intelligence, but where this opacity stems from is less clear. What are the sufficient properties for neural network opacity? Here, I discuss five common properties of deep neural networks and two different kinds of opacity. Which of these properties are sufficient for what type of opacity? I show how each kind of opacity stems from only one of these five properties, and then discuss to what extent the two kinds of opacity can be mitigated by explainability methods.

Boswellia papyrifera (Del.) Hochst is a flagship species of semi-arid areas of the East African region with substantial economic, ecological and cultural values. However, its persistence is currently threatened by both anthropogenic and natural pressures. This calls for an immediate conservation action. Planting seedlings of B. papyrifera in natural habitats using nursery-grown seedlings from seed and cuttings has been little successful. Fencing of naturally regenerated seedlings (wildlings) established under the parent trees could be used as an alternative option. The objective of this study was to examine the effect of fencing on the seedling establishment and growth of B. papyrifera wildlings. The experiment was conducted using 36 plots in fenced and open conditions. The results showed that fencing significantly enhances the establishment and growth of B. papyrifera wildlings compared to the open areas. Fenced wildlings exhibited higher survival rates, increased height, greater leaf numbers, larger root collar diameters, larger leaf areas and higher leaf biomass compared to non-fenced wildlings. Therefore, the protection of B. papyrifera seedlings using a fencing intervention can improve the overall establishment and development of B. papyrifera seedlings, thereby contributing to the sustainable conservation and restoration of this valuable species.

Free riding involves benefiting from common resources or services while avoiding contributing to their production and maintenance. Few studies have adequately investigated the propensity to overestimate the prevalence of free riding. This is a significant omission, as exaggeration of the phenomenon is often used to justify control and coercion systems. To address this gap, we investigate how the common good approach may mitigate the flaws of a system excessively focused on free-riding risk. In this conceptual paper featuring illustrative vignettes, we argue that the common good perspective is realistic and effective in preventing this excessive attention by promoting trust as an unconditional gift and a response to vulnerability. We discuss the common good perspective’s originality over the dominant approaches and propose a set of ethical and managerial recommendations that may be the best protection against this excessive focus and maybe even against free riding itself.

The sequence $a( 1) ,a( 2) ,a( 3) ,\ldots, $ labelled A088431 in the Online Encyclopedia of Integer Sequences, is defined by: $a( n) $ is half of the $( n+1) $th component, that is, the $( n+2) $th term, of the continued fraction expansion of

$$ \begin{align*} \sum_{k=0}^{\infty }\frac{1}{2^{2^{k}}}. \end{align*} $$

Dimitri Hendriks has suggested that it is the sequence of run lengths of the paperfolding sequence, A014577. This paper proves several results for this summed paperfolding sequence and confirms Hendriks’s conjecture.

Compound-specific radiocarbon analysis (CSRA) provides the possibility to date sample material at a molecular level. N-alkanes are considered as specific compounds with high potential to CSRA. As these compounds originate from plant waxes, their radiocarbon (14C) analysis can provide valuable information about the age and origin of organic materials. This helps to reconstruct and understand environmental conditions and changes in vegetation in the past. However, CSRA has two main challenges: The small sample size of CSRA samples, making them extremely sensitive to blank effects, and the input of unknown amounts of extraneous carbon during the analytical procedure. According to the previous study from Sun and co-workers, we used different-sized aliquots of leaves Fagus sylvatica (nC27, nC29) and Festuca rubra agg (nC31, nC33) as modern standards and two commercial standards (nC26, nC28) as fossil standards for blank determination. A third commercial standard (nC27) with predetermined radiocarbon content of F14C = 0.71 (14C age of 2700 BP) serves to evaluate the blank correction. We found that the blank assessment of Sun and co-workers is also applicable to n-alkanes, with a minimum sample size of 15 µg C for dependable CSRA dates. We determined that the blank introduced during the analytical procedure has a mass of (4.1 ± 0.7) µg carrying a radiocarbon content of F14C = 0.25 ± 0.05. Applying the blank correction to a sediment sample from Lake Holzmaar (Germany) shows that all four isolated n-alkanes have similar 14C ages. However, the bulk material of the sediment and branches found in the sediment core are younger than the CSRA dates. We conclude that the disparity between the actual age of analysed organic material and the age inferred from radiocarbon results, which can occur in sediment traps due to delayed deposition, is the reason for the CSRA age.

We investigate whether ordinary quantification over objects is an extensional phenomenon, or rather creates non-extensional contexts; each claim having been propounded by prominent philosophers. It turns out that the question only makes sense relative to a background theory of syntax and semantics (here called a grammar) that goes well beyond the inductive definition of formulas and the recursive definition of satisfaction. Two schemas for building quantificational grammars are developed, one that invariably constructs extensional grammars (in which quantification, in particular, thus behaves extensionally) and another that only generates non-extensional grammars (and in which quantification is responsible for the failure of extensionality). We then ask whether there are reasons to favor one of these grammar schemas over the other, and examine an argument according to which the proper formalization of deictic utterances requires adoption of non-extensional grammars.

This study draws together theories of women’s substantive representation and research on politicians’ knowledge of constituent preferences. We ask whether politicians are better at predicting their constituents’ policy preferences when they share the same gender. In doing so, we contribute to knowledge about the mechanisms underlying substantive representation. Using original surveys of 3,750 Canadians and 867 elected politicians, we test whether politicians correctly perceive gender gaps in their constituents’ policy preferences and whether women politicians are better at correctly identifying the policy preferences of women constituents. Contrary to expectations from previous research, we do not find elected women to be better at predicting the preferences of women constituents. Instead, we find that all politicians — regardless of their gender — perform better when predicting women’s policy preferences and worse when predicting men’s preferences. The gender of the constituent matters more than the gender of the politician.

Based on Nathan Goldstein’s case report, “But I have a pacer…there is no point in engaging in hypothetical scenarios”: A Non-imminently Dying Patient’s Request for Pacemaker Deactivation, it is reasonable to conclude that it was, all-things-considered, ethically appropriate to grant the patient’s request to deactivate her pacemaker. Philosophically, and as a clinical bioethicist, I support the team’s decision to honor the patient’s request for pacemaker deactivation. However, it is worth exploring a bit further whether the distress on the part of the outside hospital’s ethics committee and providers—who declined to honor the patient’s request for pacemaker deactivation—may actually track something of moral significance. Might their discomfort around deactivation be “truth-tracking” in moral terms?

This study expands on previous research into filler-gap dependency processing in second language (L2) English, by means of a replication of Canales’s (2012) self-paced reading study. Canales, among others, found that advanced L2-English speakers exhibited the same processing behavior that Stowe (1986) found for native English processing: On encountering a filler, they posited gaps in licensed positions and avoided positing gaps in grammatically unlicensed island positions. However, the previous L2 studies focused on advanced-level L2 proficiency and did not test specifically for first language (L1) influence. The present study compares two groups of intermediate-level L2-English speakers with contrasting non-wh-movement L1s, Jordanian Arabic and Mandarin, to investigate the effects of L1 influence and individual differences in proficiency. Our results provide evidence that at intermediate level, too, L2 filler-gap processing adheres to grammatical constraints. L1 did not affect this behavior, but proficiency effects emerged, with larger licensed filled-gap effects at higher proficiency.