Learnable frozen feature augmentation for few-shot biomarker prediction from pathology whole-slide images. [PDF]
Zhang D +11 more
europepmc +1 more source
ABSTRACT Understanding the evolving emotional landscape surrounding climate change is critical for developing effective environmental strategies and communication. This study offers an analysis of public emotions toward human‐induced climate change by leveraging big data analytics and machine learning techniques on social media content from platform X.
Qingfeng Tian +5 more
wiley +1 more source
A data-driven comparative analysis on citation intents across scientific disciplines. [PDF]
Phan TA, Nam S, Jung JJ.
europepmc +1 more source
Measuring Corporate Energy Transition Through Web‐Based Evidence and Large Language Models
ABSTRACT This paper proposes a scalable method to measure firm‐level engagement with the energy transition using corporate website disclosures and large language models (LLMs). We construct a restrictive, policy‐aligned rubric that codes evidence of (i) energy efficiency improvements, (ii) decarbonization and emissions‐reduction strategies, and (iii ...
Xavier Martínez‐Barbero +2 more
wiley +1 more source
SegFormer with Hausdorff distance-based spatial bias and conceptual split gate for automated segmentation of cervical precancerous lesions. [PDF]
Sofiani IR +3 more
europepmc +1 more source
ABSTRACT Green claims pervade corporate communications, yet their informational value varies because stakeholders process them under bounded rationality—scarce attention and costly verification. This paper develops a conceptual signalling framework in which three parameters—signal diagnosticity (D), verification frictions (V) and available attention (A)
Luca Lancini
wiley +1 more source
A generative two-stage semantic intermediary framework for explainable mental health early warning in higher education. [PDF]
Ye J, Shen ZJ, Li B, Yan WJ.
europepmc +1 more source
Deforestation‐Free Cocoa: Implications for Organizational Adaptation and Compliance Costs
ABSTRACT Mandatory due diligence is an emerging policy instrument for addressing global environmental challenges, yet how such regulations reshape firm‐level organizational structures and generate compliance costs remains poorly understood. Drawing on organizational theory, this study examines how companies in the German cocoa and chocolate sector ...
Daniel Braun +2 more
wiley +1 more source
RPINet: Dual-branch attention-guided fusion of remote sensing images and point clouds for urban scene segmentation. [PDF]
Jing Z, Yan Z.
europepmc +1 more source
Evaluating Concerning Behavior of Fixated Individuals
ABSTRACT Fixated individuals who send repeated concerning communications to public figures pose a significant challenge, particularly when such communications escalate to approach or violence. The present study examined associations between three sources of threat assessment information—motivational type, structured professional judgment (CTAP‐25), and
Isabelle van der Vegt +2 more
wiley +1 more source

