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Supplemental material, sj-docx-1-dhj-10.1177_20552076231182807 for Cocreation of a conversational agent to help patients adhere to their varenicline treatment: A study protocol by Nadia Minian, Kamna Mehra, Jonathan Rose, Scott Veldhuizen, Laurie Zawertailo, Matt Ratto, Julia Lecce and Peter Selby in DIGITAL HEALTH

Supplemental material, sj-docx-1-pie-10.1177_09544089231165128 for Casing failure mechanism and slip anchoring optimization of the compression packer in the oil and gas well by Yang Tang, Jie Wang, Minghai Zhou, Guangyao Li and Xiao Xiao in Proceedings of the Institution of Mechanical Engineers, Part E: Journal of Process Mechanical Engineering

Supplemental material, sj-pdf-1-lrt-10.1177_14771535221145606 for Standard observer watts: Evaluating the efficiency of circadian-effective luminaires using a standard observer methodology by MS Rea, A Bierman, A Thayer, C Jarboe and M Figueiro in Lighting Research & Technology

Supplemental material, sj-pdf-1-ivi-10.1177_14738716231181545 for An investigation into various visualization tools for complex biological networks by Hanin Alzahrani and Sara Fernstad in Information Visualization

Supplemental material, sj-docx-1-pim-10.1177_14750902231166442 for Energy-specific greenhouse gas emissions measurements from 2-stroke marine diesel engine using liquefied natural gas by Kang-Ki Lee, Wilfried Hochegger and Alessandro Schönborn in Proceedings of the Institution of Mechanical Engineers, Part M: Journal of Engineering for the Maritime Environment

Supplemental material, sj-docx-1-asp-10.1177_00037028231166950 for Evaporative Crystallization of Simvastatin from Different Solutions Using Mid-Frequency Raman Difference Spectra Explanations by Xinyuan Chen, Xiuzhi Chen, Hongyan Sun, Xiumin Li, Shizhao Ren, Can Jin, Hongjun Jin, Fenghua Chen and Rongrong Xue in Applied Spectroscopy

Supplemental material, sj-docx-2-dhj-10.1177_20552076231178422 for Patterns of acceptance and use of digital health services among the persistent frequent attenders of outpatient care: A qualitatively driven multimethod analysis by Lotta Virtanen, Anu-Marja Kaihlanen, Emma Kainiemi, Petra Saukkonen and Tarja Heponiemi in DIGITAL HEALTH

Supplemental Material for Dynamic response control of centrifugal pendulum vibration absorber with motion-limiting device during startup in gravity field by Yi Zhang, Guangqiang Wu, Yiming Long in Journal of Vibration and Control

Supplemental material, sj-docx-1-pie-10.1177_09544089231166303 for Analyzing the geometrical errors of silicon nitride-titanium nitride on performing electric discharge machining using response surface methodology by Selvarajan Lakshmanan, Rajavel Rajendran, Senthil Kumar Shanmugakani and Venkataramanan Krishnamoorthy in Proceedings of the Institution of Mechanical Engineers, Part E: Journal of Process Mechanical Engineering

Supplemental material, sj-docx-1-asp-10.1177_00037028231170597 for Attenuated Total Reflection Fourier Transform Infrared Mapping for the Identification of the Prescribed and Abnormal Ingredients of Herbal Powder Preparations by Linying Zhong, Mingshan Xu, Suqin Sun, Qun Zhou, Ling Dong and Jianbo Chen in Applied Spectroscopy

Supplemental material, sj-docx-1-dhj-10.1177_20552076221149528 for A new machine learning algorithm with high interpretability for improving the safety and efficiency of thrombolysis for stroke patients: A hospital-based pilot study by Huiling Shao, Wing Chi Lawrence Chan, Heng Du and Xiangyan Fiona Chen, Qilin Ma, Zhiyu Shao in Digital Health

Supplemental material, sj-docx-1-pie-10.1177_09544089231151541 for Prediction of stability parameters of ferric oxide nanofluids using response surface methodology based on desirability approach by KPV Krishna Varma, Kavati Venkateswarlu, PV Durga Prasad and Uday Kumar Nutakki in Proceedings of the Institution of Mechanical Engineers, Part E: Journal of Process Mechanical Engineering

As Large Language Models (LLMs) become increasingly integrated into our everyday lives, understanding their ability to comprehend human mental states becomes critical for ensuring effective interactions. However, despite the recent attempts to assess the Theory-of-Mind (ToM) reasoning capabilities of LLMs, the degree to which these models can align with human ToM remains a nuanced topic of exploration. This is primarily due to two distinct challenges: (1) the presence of inconsistent results from previous evaluations, and (2) concerns surrounding the validity of existing evaluation methodologies. To address these challenges, we present a novel framework for procedurally generating evaluations with LLMs by populating causal templates. Using our framework, we create a new social reasoning benchmark (BigToM) for LLMs which consists of 25 controls and 5,000 model-written evaluations. We find that human participants rate the quality of our benchmark higher than previous crowd-sourced evaluations and comparable to expert-written evaluations. Using BigToM, we evaluate the social reasoning capabilities of a variety of LLMs and compare model performances with human performance. Our results suggest that GPT4 has ToM capabilities that mirror human inference patterns, though less reliable, while other LLMs struggle.

Supplemental material, sj-docx-1-dhj-10.1177_20552076231180972 for mHealth in sub-Saharan Africa and Europe: A systematic review comparing the use and availability of mHealth approaches in sub-Saharan Africa and Europe by Genet Tadese Aboye, Martijn Vande Walle, Gizeaddis Lamesgin Simegn and Jean-Marie Aerts in DIGITAL HEALTH

Supplemental material, sj-docx-1-pie-10.1177_09544089231151536 for Study on damaged micro-mechanism of pipe wall during braking and anchoring process of pipeline intelligent plugging robot by Yang Tang, Zhou Minghai, Peng Sun, Jie Wu, Qiang Wang and Ju Wu in Proceedings of the Institution of Mechanical Engineers, Part E: Journal of Process Mechanical Engineering

Supplemental material, sj-docx-1-wmr-10.1177_0734242X231166308 for c-Si PV module recycling: Analysis of the use of a mechanical pre-treatment to reduce the environmental impact of thermal treatment and enhance materials recovery by Priscila Silva Silveira Camargo, Andrey da Silva Domingues, João Pedro Guê Palomero, Marcelo Pilotto Cenci, Angela Cristina Kasper, Pablo Ribeiro Dias and Hugo Marcelo Veit in Waste Management & Research

Supplemental material, sj-docx-1-dhj-10.1177_20552076231171496 for Dynamics of emotion trends in Canadian Twitter users during COVID-19 confinement in relation to caseloads: Artificial intelligence-based emotion detection approach by Swarna Weerasinghe, Oladapo Oyebode, Rita Orji and Stan Matwin in DIGITAL HEALTH

Supplemental material, sj-docx-3-pie-10.1177_09544089231167761 for Intelligent assessment of quality characteristics of miscanthus fiber-reinforced polypropylene for sustainable products development by Chukwutoo Christopher Ihueze, Okoli Ndubuisi Celestine, Uchendu Onwusoronye Onwurah, Christian Emeka Okafor and Queeneth Adesuwa Kingsley-Omoyibo in Proceedings of the Institution of Mechanical Engineers, Part E: Journal of Process Mechanical Engineering

Supplemental material, sj-docx-2-pie-10.1177_09544089231172163 for Soret and Dufour effects on the magnetohydrodynamic free convective flow of Maxwell nanofluid past an infinite stretching sheet by M Harikrushna, G Prabhakara Rao and M Veera Krishna in Proceedings of the Institution of Mechanical Engineers, Part E: Journal of Process Mechanical Engineering

Supplemental material, sj-docx-2-pie-10.1177_09544089231170999 for Parametric optimization and ranking analysis of basalt fiber–marble dust particulates–polyamide 66 polymer composites under dry sliding wear investigation by Ravi Prakash Sharma, Ankit Sharma, Sudhanraj Jeganmohan, Mukesh Kumar and Ashiwani Kumar in Proceedings of the Institution of Mechanical Engineers, Part E: Journal of Process Mechanical Engineering

Supplemental material, sj-docx-1-pie-10.1177_09544089231158187 for Planar parallel manipulators: A review on kinematic, dynamic, and control aspects by Rutupurna Choudhury and Yogesh Singh in Proceedings of the Institution of Mechanical Engineers, Part E: Journal of Process Mechanical Engineering

Supplemental material, sj-pdf-3-eqs-10.1177_87552930231173443 for A borehole array data–based approach for conducting 1D site response analyses II: Accounting for modeling errors by Renmin Pretell, Norman A. Abrahamson and Katerina Ziotopoulou in Earthquake Spectra

Supplemental material, sj-docx-1-pie-10.1177_09544089221150740 for A role of biomaterials in tissue engineering and drug encapsulation by Reeya Agrawal, Sangeeta Singh, Kuldeep K. Saxena and Dharam Buddhi in Proceedings of the Institution of Mechanical Engineers, Part E: Journal of Process Mechanical Engineering

Supplemental material, sj-pdf-2-eqs-10.1177_87552930231173451 for Ground-motion model for Housner’s spectrum intensity based on a novel hybrid-scenario approach by Kenneth W Campbell and Yousef Bozorgnia in Earthquake Spectra

Supplemental material, sj-docx-2-pie-10.1177_09544089231160003 for Analyzing the tribological and mechanical performance of Al-6061 with rare earth oxides: An experimental analysis by Vipin Kumar Sharma, Pardeep Kumar, Shalom Akai, Vinod Kumar and Ravinder Singh Joshi in Proceedings of the Institution of Mechanical Engineers, Part E: Journal of Process Mechanical Engineering

Supplemental material, sj-docx-1-dhj-10.1177_20552076231177131 for COVID-19 misinformation on YouTube: An analysis of its impact and subsequent online information searches for verification by Sabrina Heike Kessler and Edda Humprecht in DIGITAL HEALTH

Supplemental material, sj-docx-1-pih-10.1177_09544119231153905 for Low dose CT-based spatial analysis (CTSA) to measure implant migration after ceramic hip resurfacing arthroplasty (HRA): A phantom study by Susannah G Clarke, Kartik Logishetty, Camilla Halewood and Justin P Cobb in Proceedings of the Institution of Mechanical Engineers, Part H: Journal of Engineering in Medicine

Supplemental material, sj-docx-2-pie-10.1177_09544089231151541 for Prediction of stability parameters of ferric oxide nanofluids using response surface methodology based on desirability approach by KPV Krishna Varma, Kavati Venkateswarlu, PV Durga Prasad and Uday Kumar Nutakki in Proceedings of the Institution of Mechanical Engineers, Part E: Journal of Process Mechanical Engineering

Supplemental material, sj-docx-1-dhj-10.1177_20552076231153737 for Usability of a wearable device for home-based upper limb telerehabilitation in persons with stroke: A mixed-methods study by Sharon Fong Mei Toh, Pablo Cruz Gonzalez and Kenneth N K Fong in Digital Health

Supplemental material, sj-docx-1-dhj-10.1177_20552076231155680 for The development of a smartphone app to enhance post-traumatic stress disorder treatment in high-risk workers by Mark Deady, Daniel Collins, Aimee Gayed, Samuel B Harvey and Richard Bryant in Digital Health

Supplemental material, sj-docx-1-dhj-10.1177_20552076231152751 for Screening the risk of obstructive sleep apnea by utilizing supervised learning techniques based on anthropometric features and snoring events by Cheng-Yu Tsai, Wen-Te Liu, Wen-Hua Hsu, Arnab Majumdar, Marc Stettler, Kang-Yun Lee, Wun-Hao Cheng, Dean Wu, Hsin-Chien Lee, Yi-Chun Kuan, Cheng-Jung Wu and Yi-Chih Lin, Shu-Chuan Ho in Digital Health

Supplemental material, sj-docx-1-pie-10.1177_09544089231158953 for Experimental study on leakage location of branched pipelines based on acoustic propagation characteristics by Si-Liang Zhao, Shao-Gang Liu, Dan Zhao, Bo Qiu, Zhou Hong and Xuan-Long Shi in Proceedings of the Institution of Mechanical Engineers, Part E: Journal of Process Mechanical Engineering

Supplemental material, sj-docx-1-pie-10.1177_09544089231172018 for Microstructure, mechanical and magnetic properties of a nickel-free austenitic stainless steel fabricated by hot powder forging by Amir Tangestani, Mohammad Jafar Hadianfard and Daryoosh Vashaee in Proceedings of the Institution of Mechanical Engineers, Part E: Journal of Process Mechanical Engineering

Supplemental material, sj-docx-3-dhj-10.1177_20552076231167008 for Feasibility and acceptability of an online guided self-determination program to improve diabetes self-management in young adults by Bodil Rasmussen, Karen Wynter, Peter S Hamblin, Christine Rodda, Cheryl Steele, Sara Holton, Vibeke Zoffmann and Judy Currey in Digital Health

Supplemental material, sj-docx-1-pie-10.1177_09544089231158507 for Performance of parabolic trough solar collector with spinning star inserts in receiver tube with hybrid nanofluid by Oveepsa Chakraborty, Biplab Das and Rajat Gupta in Proceedings of the Institution of Mechanical Engineers, Part E: Journal of Process Mechanical Engineering

Supplemental Material for Automatic encoding and repair of reactive high-level tasks with learned abstract representations by Adam Pacheck, Steven James, George Konidaris and Hadas Kress-Gazit in The International Journal of Robotics Research

Supplemental material, sj-docx-1-pid-10.1177_09544070231176934 for Adaptive error injection for robustness verification of decision-making systems for autonomous vehicles by Xingyu Xing, Lihao Liu, Junyi Chen, Lu Xiong, Yanjun Huang and Zhuoping Yu in Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering

Supplemental material, sj-docx-1-sdj-10.1177_03093247221150044 for Finite element implementation of the aortic double-dispersion fibre model and development of a predictive damage model by A. Corvi and L. Collini in The Journal of Strain Analysis for Engineering Design

Supplemental Material for Diffuse Reflectance Spectroscopy and Principal Component Analysis to Retrospectively Determine Production History of Plutonium Dioxide by Eliel Villa-Aleman, Jonathan H. Christian Jason R. Darvin, Bryan J. Foley, Don D. Dick, Brent Fallin, and Kimberly A. S. Fessler in Applied Spectroscopy

Supplemental material, sj-docx-1-pie-10.1177_09544089231162778 for Comparative study of microwave and thermal curing processes in terms of temperature characteristics and mechanical performance of carbon fibre composites by Rajeev Kumar and Sunny Zafar in Proceedings of the Institution of Mechanical Engineers, Part E: Journal of Process Mechanical Engineering

Supplemental material, sj-docx-1-wmr-10.1177_0734242X231180651 for Effective method for upcycling construction and demolition waste into concrete: A life cycle approach by Abhijit Mistri, Venkata Ravi Sankar Cheela, Brajesh Kumar Dubey, Navdeep Dhami, Sriman Kumar Bhattacharyya, Abhijit Mukherjee and Sudhirkumar V Barai in Waste Management & Research

Supplemental material, sj-pdf-1-dhj-10.1177_20552076231180438 for Online public information about advance care planning: An evaluation of UK and international websites by Anne Canny, Bruce Mason, Clare Atkins, Rebecca Patterson, Lorna Moussa and Kirsty Boyd in DIGITAL HEALTH

Supplemental material, sj-docx-1-pie-10.1177_09544089221150703 for Investigations on erosion performance of carbon fiber–epoxy-based composite adhesion on 16Cr5Ni steel by Mithlesh Sharma, Deepak Kumar Goyal, Anuj Bansal, Anil Kumar Singla, Neel Kanth Grover, Munish Kumar Gupta and Navneet Khanna in Proceedings of the Institution of Mechanical Engineers, Part E: Journal of Process Mechanical Engineering

Supplemental material, sj-docx-9-pie-10.1177_09544089231162292 for Effect of alkali treatment on cotton/bamboo fibres for application as a reinforcement material by A Karthik, Jafrey Daniel James D, PS Sampath and V Thirumurugan in Proceedings of the Institution of Mechanical Engineers, Part E: Journal of Process Mechanical Engineering

Supplemental material, sj-docx-1-pie-10.1177_09544089231175204 for A study on microchip cooling performance increment by using air jet impingement with one and double rows by Koray Karabulut and Yeliz Alnak in Proceedings of the Institution of Mechanical Engineers, Part E: Journal of Process Mechanical Engineering

Supplemental material, sj-docx-1-pie-10.1177_09544089231151865 for Application of Taguchi coupled with genetic algorithm (GA) for optimizing surface quality in drilling of duplex stainless steel 2205 by Rajeev Sharma, Vipin Pahuja and Binit Kumar Jha in Proceedings of the Institution of Mechanical Engineers, Part E: Journal of Process Mechanical Engineering

Supplemental material, sj-docx-2-dhj-10.1177_20552076231182807 for Cocreation of a conversational agent to help patients adhere to their varenicline treatment: A study protocol by Nadia Minian, Kamna Mehra, Jonathan Rose, Scott Veldhuizen, Laurie Zawertailo, Matt Ratto, Julia Lecce and Peter Selby in DIGITAL HEALTH

Supplemental material, sj-docx-1-dhj-10.1177_20552076231178418 for Use of Bluetooth contact tracing technology to model COVID-19 quarantine policies in high-risk closed populations by Yinxiaohe Sun, Joel Ruihan Koo, Minah Park, Huso Yi, Borame L Dickens and Alex R Cook in DIGITAL HEALTH

Supplemental material, sj-docx-2-pih-10.1177_09544119221149119 for A biomechanical comparison of posterior fixation approaches in lumbar fusion using computed tomography based lumbosacral spine modelling by Vivek AS Ramakrishna, Uphar Chamoli, Alessandro G Larosa, Subhas C Mukhopadhyay, B Gangadhara Prusty and Ashish D Diwan in Proceedings of the Institution of Mechanical Engineers, Part H: Journal of Engineering in Medicine

Supplemental Material for The design of a family of parametric anatomically-based compliant buttock models to evaluate wheelchair cushion performance by Stephen Sprigle, Yogesh Deshpande and Chris Bartlett in Journal of Rehabilitation and Assistive Technologies Engineering.