Referential Models Research Articles

Enhancing Peak Runoff Forecasting through Feature Engineering Applied to X-Band Radar Data

Floods cause significant damage to human life, infrastructure, agriculture, and the economy. Predicting peak runoffs is crucial for hazard assessment, but it is challenging in remote areas like the Andes due to limited hydrometeorological data. We utilized a 300 km2 catchment over the period 2015–2021 to develop runoff forecasting models exploiting precipitation information retrieved from an X-band weather radar. For the modeling task, we employed the Random Forest (RF) algorithm in combination with a Feature Engineering (FE) strategy applied to the radar data. The FE strategy is based on an object-based approach, which derives precipitation characteristics from radar data. These characteristics served as inputs for the models, distinguishing them as “enhanced models” compared to “referential models” that incorporate precipitation estimates from all available pixels (1210) for each hour. From 29 identified events, enhanced models achieved Nash-Sutcliffe efficiency (NSE) values ranging from 0.94 to 0.50 for lead times between 1 and 6 h. A comparative analysis between the enhanced and referential models revealed a remarkable 23% increase in NSE-values at the 3 h lead time, which marks the peak improvement. The enhanced models integrated new data into the RF models, resulting in a more accurate representation of precipitation and its temporal transformation into runoff.

A case of intercommunity lethal aggression by chimpanzees in an open and dry landscape, Issa Valley, western Tanzania

Intercommunity (lethal) aggression is a familiar component of the behavioural repertoire of many forest-dwelling chimpanzee (Pan troglodytes) communities. However, until now, the absence of intercommunity attacks – including killings – in communities that live in open, mosaic environments has supported hypotheses of reduced resource competition in drier habitats, and informed referential models of early hominin social dynamics in a similar habitat. In June 2020, we observed the first instance of intercommunity lethal aggression, a male-committed infanticide, by the Issa chimpanzee community, which live in a savannah-mosaic habitat in the Issa Valley, western Tanzania. The carcass was recovered by researchers after it was abandoned by the attackers. Here, we give a detailed account of the events leading up to and including the infanticide, and contextualise our observations with what has been described for other chimpanzee communities. Notably, in contrast to the majority of reported intercommunity infanticides, the infant male victim was castrated (and not cannibalised), making this the youngest reported castration. This observation of intercommunity aggression disproves its hypothesised absence in savannah-dwelling chimpanzees, which by extension, has implications for early hominin evolution. We suggest that the near absence of observations of intercommunity aggression in savannah chimpanzee communities is most likely due to the lack of long-term study communities, and in some cases geographic isolation. We hypothesise that food-rich areas within a habitat with otherwise widely distributed food sources may select for intense intercommunity aggression despite the low population density characteristic of savannah communities. Anecdotes such as this add to the comparative database available on intercommunity killings in chimpanzee society, improving our ability to draw inferences about their evolutionary significance.

Лингвокогнитивное моделирование категории "участник дискурса" (на материале интернет-мемов профессиональных сообществ юристов в социальных сетях)

The aim of the research is to identify semantic models of humorous utterances that express the stereotypical ideas of the lawyers’ professional community about the content of the categories of its participants in informal settings. The research methodology integrates two approaches: a critical analysis of discourse and a semantic approach to humour based on scripts by Salvatore Attardo and Victor Raskin. We applied the following analysis model: (1) discursive analysis of texts in accordance with the procedure presented in the papers of foreign and Russian scholars; (2) analysis of humour in accordance with the six-level model of analysis proposed by Attardo; (3) as the research includes transformed statements consisting of a complex of elements and their interrelationships to varying degrees, the methodology is supplemented by the theory of conceptual integration developed by Gilles Fauconnier and Mark Turner. The research methods are: discourse analysis, including standard techniques of communicative-pragmatic and semantic analysis; content analysis, the semantic categories of which are the parameters of the sociocommunicative level of the model, and the units are their typical lexical markers. The data include Internet memes constituting the content of professional legal groups on the social networks Instagram and Facebook. The data include 260 units. The analysis revealed a quantitative predominance in Internet memes expressing the subjects of legal discourse of models based on contrast and referential humour. The semantic dominants actualised in such models coincide with the stereotypical attitudes currently existing in society in relation to the legal community and its professional participants. The uneven distribution of models in accordance with the categories of participants indicates the predominance of reflection in relation to several professional participants – an advocate and a lawyer: intensity of professional activity and high fatigue, prestige of professional status and high social responsibility of professional participants, competence and professionalism (unprofessionalism), complexity and incomprehensibility of the language, high profit. In relation to non-professional participants (client/ accused/ defendant/ respondent/ witness), the stereotypes about their stupidity, greed, arrogance, venality are replicated. Referential models are distinguished by the diversity of the subjects represented and the uniformity of the meanings expressed: the subject’s originality of thinking, cunningness and resourcefulness. Semantic models based on conceptual integration were identified only in relation to professional participants – a lawyer. They actualise such values as professionalism, reliability, competence; stress associated with responsibility at work, danger and charm of the profession, special status; superiority; friendliness; help and superpowers of the professional.

Ikhnos: A Novel Software to Register and Analyze Bone Surface Modifications Based on Three-Dimensional Documentation.

Simple SummaryHere we present a novel open-access 3D software called Ikhnos to register and analyze bone surface modifications in bone assemblages using a sample of wild and captive wolf populations as an example to demonstrate the possibilities offered by this newly developed toolkit. The study of bone surface modifications has been proven crucial in understanding archaeological and paleontological site formation processes, including the identification of the assemblage causal agent. The use of the tools provided by Ikhnos will help interpret the fossil record by allowing the generation of accurate biological and physicochemical referential models as well as the precise documentation of bone surface modifications in archaeological and paleontological assemblages.The study of bone surface modifications (BSM) is crucial in understanding site formation processes and the identification of the causal agent behind bone assemblages in the fossil record. In that line, many efforts have been made to generate referential models based on feeding experiments and human butchery simulations that can then be used to interpret the patterns observed in archaeological and paleontological sites. Considering these needs, we developed a novel open-access three-dimensional (3D) software called Ikhnos for the study of BSM distribution patterns on limb long bones. This software is comprised of all the necessary tools for the 3D documentation of BSM and bone breakage patterns, as well as the subsequent statistical analysis of this data due to the integration of an exclusive R library, the IkhnosToolBox. Additionally, Ikhnos integrates tools for bone survivorship calculations that could facilitate the estimation of the minimum number of elements (MNE) and minimum number of individuals (MNI). As a demonstration of its precision, here we present a case study analyzing the modifications produced by wild and captive wolf (Canis lupus signatus) populations of the Iberian Peninsula on deer carcasses.

Computational Experiments for Complex Social Systems—Part II: The Evaluation of Computational Models

Computational experiments are an important method for carrying out the quantitative analysis of complex systems and play a major role in mapping the real world to the virtual world. However, the flexibility of computational experiments leads to arbitrary modeling processes and unconvincing results, which greatly hinder the large-scale application of this method. In this context, the verification of computational models has become an urgent problem in this field. Currently, model evaluation is still in its infancy and the existing evaluation methods are not mature enough. Thus, we took epidemic models as the research object and proposed a capability maturity evaluation framework for computational models of artificial society. The framework differs from previous assessment methods that focus on the validity of results, but instead provides a comprehensive evaluation from two perspectives: 1) evaluation of the model itself—by comparing the expectation with the final implementation, we can obtain whether the model meets the expectation and 2) comparison between different models—by evaluating the implementation process of each model and comparing the results, we can identify more mature models. The implementation of the model is evaluated from input, process, and output. Further, specific analyses and evaluations are conducted for several representative COVID-19 models to verify the validity of this evaluation framework. The results of the case study show that the proposed evaluation framework can help decision-makers identify more mature and referential models, and point out the directions where modelers can improve their models.

Chimpanzee (Pan troglodytes schweinfurthii) grouping patterns in an open and dry savanna landscape, Issa Valley, western Tanzania

Fission-fusion societies are social systems in which individuals belonging to the same community are rarely all together but rather spend most of their time in temporary parties. This flexible social organization is assumed to be an adaptation that balances advantages and costs of group living in a fluid way as resources and constraints shift through space and time. It has been argued that this flexibility freed hominins from the foraging constraints caused by living in large groups. Given their close genetic relationship to humans and because they represent the classic case of a fission-fusion society, chimpanzees have often been used as referential models to understand human social evolution. Determinants of chimpanzee party size have been widely studied for decades across several communities. However, we lack data from open and dry sites—which closely resemble those reconstructed for Plio-Pleistocene hominins—on communities that potentially face similar environmental constraints as early hominins did. We investigated chimpanzee (Pan troglodytes schweinfurthii) grouping patterns on a recently habituated community living in the savanna-woodland mosaic landscape of the Issa Valley, western Tanzania, by following chimpanzees daily and recording party size every hour. Our results revealed that party size at Issa 1) followed seasonal fluctuations in food availability, 2) increased in the presence of swollen females, and 3) was higher in open vegetation, which potentially presents a high predation risk. Furthermore, we found the Issa community to be highly cohesive compared with the majority of other communities, possibly due to a combination of its small size and potential threats characterizing its home range. Our study fills a gap in our knowledge of chimpanzee sociality by exploring grouping pattern determinants in an East African understudied biome and highlights what elements of early hominin social behavior may have evolved in Late Pliocene landscapes.

Read, spot and translate

We propose multimodal machine translation (MMT) approaches that exploit the correspondences between words and image regions. In contrast to existing work, our referential grounding method considers objects as the visual unit for grounding, rather than whole images or abstract image regions, and performs visual grounding in the source language, rather than at the decoding stage via attention. We explore two referential grounding approaches: (i) implicit grounding, where the model jointly learns how to ground the source language in the visual representation and to translate; and (ii) explicit grounding, where grounding is performed independent of the translation model, and is subsequently used to guide machine translation. We performed experiments on the Multi30K dataset for three language pairs: English–German, English–French and English–Czech. Our referential grounding models outperform existing MMT models according to automatic and human evaluation metrics.

Early hominins evolved within non-analog ecosystems

Present-day African ecosystems serve as referential models for conceptualizing the environmental context of early hominin evolution, but the degree to which modern ecosystems are representative of those in the past is unclear. A growing body of evidence from eastern Africa's rich and well-dated late Cenozoic fossil record documents communities of large-bodied mammalian herbivores with ecological structures differing dramatically from those of the present day, implying that modern communities may not be suitable analogs for the ancient ecosystems of hominin evolution. To determine when and why the ecological structure of eastern Africa's herbivore faunas came to resemble those of the present, here we analyze functional trait changes in a comprehensive dataset of 305 modern and fossil herbivore communities spanning the last ∼7 Myr. We show that nearly all communities prior to ∼700 ka were functionally non-analog, largely due to a greater richness of non-ruminants and megaherbivores (species >1,000 kg). The emergence of functionally modern communities precedes that of taxonomically modern communities by 100,000s of years, and can be attributed to the combined influence of Plio-Pleistocene C4 grassland expansion and pulses of aridity after ∼1 Ma. Given the disproportionate ecological impacts of large-bodied herbivores on factors such as vegetation structure, hydrology, and fire regimes, it follows that the vast majority of early hominin evolution transpired in the context of ecosystems that functioned unlike any today. Identifying how past ecosystems differed compositionally and functionally from those today is key to conceptualizing ancient African environments and testing ecological hypotheses of hominin evolution.

Development of three-dimensional facial approximation system using head CT scans of Japanese living individuals

Abstract We developed software for three-dimensional (3D) facial approximation from the skull based on computed tomography (CT) scans of the head obtained from 59 Japanese adult volunteers (40 males, 19 females). CT scanning was performed while participants raised their head in an upright position while in a prone body posture. The positional relationships between the skull and head surface shape were analyzed by creating anatomically homologous shape models. Before modeling, skull shapes were simplified by concealing hollow structures of the skull using in-house software. Surficial tissue thickness (STT), represented by the distances between corresponding vertices of the simplified skull and head surface, was calculated for each individual, and averaged for each sex. Although the approximate head shapes of known individuals showed a relatively good resemblance in both the shape of the whole head and facial parts, some errors were identified, particularly in areas with thick surficial tissue. The results revealed sexual dimorphism of STT, with males exhibiting thinner surficial tissue at the cheek, and thicker tissue at the glabella, nose, mouth, and chin. Moreover, we created referential models for craniofacial superimposition from average models of the skull and head surface shape for each sex.

An Abstract Syntax Tree Encoding Method for Cross-Project Defect Prediction

In the last few years, with the development of deep learning theory, researchers have tried to introduce the method of artificial intelligence into the field of software defect prediction (SDP) to improve its prediction effect. To be fed into the neural network, the sample codes are represented as an abstract syntax tree (AST), and the AST is encoded as real numbers. However, in most cross-project defect prediction (CPDP) task, the method for converting the AST into a real number cannot effectively estimate the semantic distance between the ASTs, resulting in a significant reduction in training effects. To solve that problem, we present a new encoding framework, tree-based-embedding (TBE), to convert AST into real vectors and make the semantic gap between the ASTs measurable. To estimate the effect of this encoding method, we promise a tree-based-embedding convolutional neural network with transferable hybrid feature learning (TBCNN-THFL) to perform the CPDP tasks. TBCNN-THFL is fed data encoded with TBE method for learning the transferable joint features between different projects; meanwhile, TBCNN-THFL introduces a transfer component analysis algorithm. Furthermore, the model combines the handcrafted and deep-learning-generated features and then feeds them into the classifier to train a defect prediction model. A sufficient number of experiments demonstrate that TBCNN-THFL is superior to referential models on 72 pairs of CPDP tasks formed by 9 open-source projects.

Evolutionary divergence of neuroanatomical organization and related genes in chimpanzees and bonobos

Given their close genetic relatedness to humans, bonobos (Pan paniscus) and chimpanzees (Pan troglodytes) offer an essential comparative framework for studying the evolution of uniquely human traits. These two species differ markedly in their socio-behavioral repertoires, which is reflected in neuroanatomical differences that have been reported in the literature. However, phylogenetic comparative methods have not yet been used to map the evolution of neuroanatomical traits in bonobos and chimpanzees, limiting our ability to understand which neural systems are derived in each species in relation to the last common ancestor of Pan (Pan-LCA). Here, we examine evolutionary changes in neuroanatomical traits of bonobos and chimpanzees relative to ancestral character reconstructions of the Pan-LCA using comparative datasets from hominoids. We found that bonobo brains are derived in showing reduction of whole brain and white matter volumes, with particularly striking reduction of male brain size compared to the inferred Pan-LCA value. Brain structures related to social cognition and emotional regulation, like the insular cortex and amygdala, display a mosaic pattern of evolution with certain traits changing to a greater extent in each species. Examination of potential genetic mechanisms underlying divergence of neural and social traits did not reveal clear differences in protein evolution patterns between the two species. These findings suggest that the brain anatomy of extant bonobos and chimpanzees show lineage-specific specializations and neither can be considered to more closely retain the ancestral state of Pan. Consequently, this raises questions about the extent that modern chimpanzees or bonobos may serve as referential models for the neuroanatomy of the LCA of humans and apes.

Maturation is prolonged and variable in female chimpanzees

Chimpanzees are important referential models for the study of life history in hominin evolution. Age at sexual maturity and first reproduction are key life history milestones that mark the diversion of energy from growth to reproduction and are essential in comparing life history trajectories between chimpanzees and humans. Yet, accurate information on ages at these milestones in wild chimpanzees is difficult to obtain because most females transfer before breeding. Precise age at first birth is only known from a relatively small number of non-dispersing individuals. Moreover, due to small sample sizes, the degree to which age at maturation milestones varies is unknown. Here we report maturation milestones and explore sources of variance for 36 wild female chimpanzees of known age, including eight dispersing females born in Gombe National Park, Tanzania. Using Kaplan-Meier survival analysis, including censored intervals, we find an average age of 11.5 years (range 8.5-13.9) at sexual maturity and 14.9 years (range 11.1-22.1) at first birth. These values exceed previously published averages for wild chimpanzees by one or more years. Even in this larger sample, age at first birth is likely underestimated due to the disproportionate number of non-dispersing females, which, on average, give birth two years earlier than dispersing females. Model selection using Cox Proportional Hazards models shows that age at sexual maturity is delayed in females orphaned before age eight years and those born to low-ranking mothers. Age at first birth is most delayed in dispersing females and those orphaned before age eight years. These data provide improved estimates of maturation milestones in a population of wild female chimpanzees and indicate the importance of maternal factors in development.

Food Sharing across Borders

Evolutionary models consider hunting and food sharing to be milestones that paved the way from primate to human societies. Because fossil evidence is scarce, hominoid primates serve as referential models to assess our common ancestors’ capacity in terms of communal use of resources, food sharing, and other forms of cooperation. Whereas chimpanzees form male-male bonds exhibiting resource-defense polygyny with intolerance and aggression toward nonresidents, bonobos form male-female and female-female bonds resulting in relaxed relations with neighboring groups. Here we report the first known case of meat sharing between members of two bonobo communities, revealing a new dimension of social tolerance in this species. This observation testifies to the behavioral plasticity that exists in the two Pan species and contributes to scenarios concerning the traits of the last common ancestor of Pan and Homo. It also contributes to the discussion of physiological triggers of in-group/out-group behavior and allows reconsideration of the emergence of social norms in prehuman societies.

Maturation is prolonged and variable in female chimpanzees

Chimpanzees are important referential models for the study of life history in hominin evolution. Age at sexual maturity and first reproduction are key life history milestones that mark the diversion of energy from growth to reproduction and are essential in comparing life history trajectories between chimpanzees and humans. Yet, accurate information on ages at these milestones in wild chimpanzees is difficult to obtain because most females transfer before breeding. Precise age at first birth is only known from a relatively small number of non-dispersing individuals. Moreover, due to small sample sizes, the degree to which age at maturation milestones varies is unknown. Here we report maturation milestones and explore sources of variance for 36 wild female chimpanzees of known age, including eight dispersing females born in Gombe National Park, Tanzania. Using Kaplan-Meier survival analysis, including censored intervals, we find an average age of 11.5 years (range 8.5–13.9) at sexual maturity and 14.9 years (range 11.1–22.1) at first birth. These values exceed previously published averages for wild chimpanzees by one or more years. Even in this larger sample, age at first birth is likely underestimated due to the disproportionate number of non-dispersing females, which, on average, give birth two years earlier than dispersing females. Model selection using Cox Proportional Hazards models shows that age at sexual maturity is delayed in females orphaned before age eight years and those born to low-ranking mothers. Age at first birth is most delayed in dispersing females and those orphaned before age eight years. These data provide improved estimates of maturation milestones in a population of wild female chimpanzees and indicate the importance of maternal factors in development.

Local industrial systems towards the eco-industrial parks: the model of the ecologically equipped industrial areas

Local Industrial Systems (LISes) are historically considered as one of the referential models for the socio-economic and technological development of a territory, widespread in European countries and especially in Italy. In recent years, some limits may be expressed mainly due to the persistent and growing global competition. Industrial Ecology (IE) proposes more sustainable models for the local development, mainly in the form of the so-called Eco-Industrial Parks (EIPs). This article analyses, in the framework of IE, the Ecologically Equipped Industrial Area (EEIA); introduced in 1998 by a national law, it currently represents the most significant model for the sustainable local industrial development in Italy. In the first part of the article, the place-based approaches to IE are described, highlighting the potential of the EIPs model and the delay in its diffusion within the Italian contexts. In the second part, the article examines the concept and the main features of the EEIAs, as defined by the national and regional regulations, and their role in the evolution of the LISes towards the EIP model. The results highlight that the main potential and limits of the EEIAs model are respectively related to i) the centralised management of the services, spaces and systems, the shared infrastructures and services within the area, and the administrative simplifications for the companies involved; ii) the long time investments returns, the regulatory limits related to the exchange of wastes, and an excessive inflexibility of the top-down approach followed in its development.

Chimpanzees, cooking, and a more comparative psychology.

A recent report suggested that chimpanzees demonstrate the cognitive capacities necessary to understand cooking (Warneken & Rosati, 2015). We offered alternative explanations and mechanisms that could account for the behavioral responses of those chimpanzees, and questioned the manner in which the data were used to examine human evolution (Beran, Hopper, de Waal, Sayers, & Brosnan, 2015). Two commentaries suggested either that we were overly critical of the original report's claims and methodology (Rosati & Warneken, 2016), or that, contrary to our statements, early biological thinkers contributed little to questions concerning the evolutionary importance of cooking (Wrangham, 2016). In addition, both commentaries took issue with our treatment of chimpanzee referential models in human evolutionary studies. Our response offers points of continued disagreement as well as points of conciliation. We view Warneken and Rosati's general conclusions as a case of affirming the consequent-a logical conundrum in which, in this case, a demonstration of a partial list of the underlying abilities required for a cognitive trait/suite (understanding of cooking) are suggested as evidence for that ability. And although we strongly concur with both Warneken and Rosati (2015) and Wrangham (2016) that chimpanzee research is invaluable and essential to understanding humanness, it can only achieve its potential via the holistic inclusion of all available evidence-including that from other animals, evolutionary theory, and the fossil and archaeological records.

Preparation and use of varied natural tools for extractive foraging by bonobos (Pan Paniscus)

The tool-assisted extractive foraging capabilities of captive (zoo) and semi-captive (sanctuary) bonobo (Pan paniscus) groups were compared to each other and to those known in wild chimpanzee (Pan troglodytes) cultures. The bonobos were provided with natural raw materials and challenged with tasks not previously encountered, in experimental settings simulating natural contexts where resources requiring special retrieval efforts were hidden. They were shown that food was buried underground or inserted into long bone cavities, and left to tackle the tasks without further intervention. The bonobos used modified branches and unmodified antlers or stones to dig under rocks and in the ground or to break bones to retrieve the food. Antlers, short sticks, long sticks, and rocks were effectively used as mattocks, daggers, levers, and shovels, respectively. One bonobo successively struck a long bone with an angular hammer stone, completely bisecting it longitudinally. Another bonobo modified long branches into spears and used them as attack weapons and barriers. Bonobos in the sanctuary, unlike those in the zoo, used tool sets to perform sequential actions. The competent and diverse tool-assisted extractive foraging by the bonobos corroborates and complements the extensive information on similar tool use by chimpanzees, suggesting that such competence is a shared trait. Better performance by the sanctuary bonobos than the zoo group was probably due to differences in their cultural exposure and housing conditions. The bonobos' foraging techniques resembled some of those attributed to Oldowan hominins, implying that they can serve as referential models.

Taphonomy in early African archaeological sites: Questioning some bone surface modification models for inferring fossil hominin and carnivore feeding interactions

Taphonomy has developed powerful referential models in Africa through experimentation with humans and carnivores. Although some of these models have been useful in helping archaeologists understand the earliest Oldowan record, others present conceptual problems that bias interpretations. Pante et al. (2012) produced biased statistical models for inferring hominin and carnivore feeding behavior from fossil bone assemblages. Domínguez-Rodrigo et al. (2014) questioned this approach and provided an extensive list of arguments disproving that hominins opportunistically exploited carcasses at FLK Zinj (Olduvai Gorge, Tanzania). Pante et al. (2015) failed to prove the validity of their arguments, including that they identified tooth marks correctly on fossil assemblages and that tooth mark frequencies are not subjected to equifinal scenarios. Here we argue that our interpretations of the FLK 22 assemblage remain valid.

New evidence on the tool-assisted hunting exhibited by chimpanzees (Pan troglodytes verus) in asavannah habitat at Fongoli, Sénégal.

For anthropologists, meat eating by primates like chimpanzees (Pan troglodytes) warrants examination given the emphasis on hunting in human evolutionary history. As referential models, apes provide insight into the evolution of hominin hunting, given their phylogenetic relatedness and challenges reconstructing extinct hominin behaviour from palaeoanthropological evidence. Among chimpanzees, adult males are usually the main hunters, capturing vertebrate prey by hand. Savannah chimpanzees (P. t. verus) at Fongoli, Sénégal are the only known non-human population that systematically hunts vertebrate prey with tools, making them an important source for hypotheses of early hominin behaviour based on analogy. Here, we test the hypothesis that sex and age patterns in tool-assisted hunting (n=308 cases) at Fongoli occur and differ from chimpanzees elsewhere, and we compare tool-assisted hunting to the overall hunting pattern. Males accounted for 70% of all captures but hunted with tools less than expected based on their representation on hunting days. Females accounted for most tool-assisted hunting. We propose that social tolerance at Fongoli, along with the tool-assisted hunting method, permits individuals other than adult males to capture and retain control of prey, which is uncommon for chimpanzees. We assert that tool-assisted hunting could have similarly been important for early hominins.

Primate model offers insights into male bonding in complex societies.

Primatological research is often conducted for the purpose of clarifying the evolutionary trajectories of behavioral and morphological characters that are either unique to humans or are shared with closely related species. Nonhuman primate species—especially those whose common ancestry is relatively recent, such as chimpanzees—can serve as referential models that provide insights into our evolutionary history (1). However, there are other, lesser known primates that may shed complementary light on human traits. In PNAS, Patzelt et al. (2) show that a more distantly related taxon—the Guinea baboon (Papio papio) from West Africa, a hitherto poorly known and difficult to study species—shares with humans a combination of core socio-structural features, namely tolerant relations between males that materialize in a multilevel society.