🦜 Metascience ORscience of science [Title]
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Metascience ORscience of science [Title]: Latest results from PubMed
  
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      Recording and communicating uncertainty in science: how geologists manage variability in spatial data
      https://pubmed.ncbi.nlm.nih.gov/41136721/?utm_source=RSS-Parrot-Bot&utm_medium=rss&utm_campaign=None&utm_content=1XEO1vFZuoT-c_WNF7NO6I96ZKeOafJxwJl5-4vcQl7S75TcQ4&fc=None&ff=20251025021715&v=2.18.0.post22+67771e2
      Published: October 24, 2025 10:00
      All scientists must cope with variability in data to make inferences about the world. However, in observation-based geology, how scientists cope with variability is particularly consequential because it determines what become data in the first place, with…
    
  
    
      A libraries reproducibility hackathon: connecting students to university research and testing the longevity of published code
      https://pubmed.ncbi.nlm.nih.gov/41064702/?utm_source=RSS-Parrot-Bot&utm_medium=rss&utm_campaign=None&utm_content=1XEO1vFZuoT-c_WNF7NO6I96ZKeOafJxwJl5-4vcQl7S75TcQ4&fc=None&ff=20251014034110&v=2.18.0.post9+e462414
      Published: October 9, 2025 10:00
      CONCLUSIONS: This hackathon allowed several students an opportunity to interact with and evaluate real research outputs, testing the reproducibility of computational data analyses. Partnering with faculty opened opportunities to improve open research…
    
  
    
      Improving modelling for epidemic response: a progress update from a community of UK infectious disease modellers
      https://pubmed.ncbi.nlm.nih.gov/41017903/?utm_source=RSS-Parrot-Bot&utm_medium=rss&utm_campaign=None&utm_content=1XEO1vFZuoT-c_WNF7NO6I96ZKeOafJxwJl5-4vcQl7S75TcQ4&fc=None&ff=20250929165708&v=2.18.0.post9+e462414
      Published: September 29, 2025 10:00
      We reflect on the sustainability of modelling infectious disease outbreaks from the perspective of modelling as a field of practice. We formed a community of practice among UK infectious disease modellers who had contributed to the UK COVID-19 response. We…
    
  
    
      Mining the neuroimaging literature
      https://pubmed.ncbi.nlm.nih.gov/40934113/?utm_source=RSS-Parrot-Bot&utm_medium=rss&utm_campaign=None&utm_content=1XEO1vFZuoT-c_WNF7NO6I96ZKeOafJxwJl5-4vcQl7S75TcQ4&fc=None&ff=20250912000147&v=2.18.0.post9+e462414
      Published: September 11, 2025 10:00
      Automated analysis of the biomedical literature (literature mining) offers a rich source of insights. However, such analysis requires collecting a large number of articles and extracting and processing their content. This task is often prohibitively…
    
  
    
      Advance Market Commitments and Their Role in Public Innovation
      https://pubmed.ncbi.nlm.nih.gov/40855182/?utm_source=RSS-Parrot-Bot&utm_medium=rss&utm_campaign=None&utm_content=1XEO1vFZuoT-c_WNF7NO6I96ZKeOafJxwJl5-4vcQl7S75TcQ4&fc=None&ff=20250826114244&v=2.18.0.post9+e462414
      Published: August 25, 2025 10:00
      Advance market commitments (AMCs) are gaining increasing attention as an alternative science funding mechanism to promote innovation in medicine. In this paper, we first review the theory underlying AMCs, before analyzing two case studies of prior AMCs:…
    
  
    
      Reflections on the metascience conference 2025
      https://pubmed.ncbi.nlm.nih.gov/40840995/?utm_source=RSS-Parrot-Bot&utm_medium=rss&utm_campaign=None&utm_content=1XEO1vFZuoT-c_WNF7NO6I96ZKeOafJxwJl5-4vcQl7S75TcQ4&fc=None&ff=20250822010100&v=2.18.0.post9+e462414
      Published: August 21, 2025 10:00
      No abstract
    
  
    
      Transparency, quality, and statistical consistency of meta-analytic systematic reviews in clinical child and adolescent psychology (2022-2024): study protocol for a meta-review
      https://pubmed.ncbi.nlm.nih.gov/40792081/?utm_source=RSS-Parrot-Bot&utm_medium=rss&utm_campaign=None&utm_content=1XEO1vFZuoT-c_WNF7NO6I96ZKeOafJxwJl5-4vcQl7S75TcQ4&fc=None&ff=20250812123522&v=2.18.0.post9+e462414
      Published: August 12, 2025 10:00
      Meta-analytic systematic reviews are crucial for advancing research and practice in Clinical Child and Adolescent Psychology (CCAP). Despite their importance, there has been no systematic investigation into transparency- and quality-related aspects of…
    
  
    
      The entities enabling scientific fraud at scale are large, resilient, and growing rapidly
      https://pubmed.ncbi.nlm.nih.gov/40758886/?utm_source=RSS-Parrot-Bot&utm_medium=rss&utm_campaign=None&utm_content=1XEO1vFZuoT-c_WNF7NO6I96ZKeOafJxwJl5-4vcQl7S75TcQ4&fc=None&ff=20250804212716&v=2.18.0.post9+e462414
      Published: August 4, 2025 10:00
      Science is characterized by collaboration and cooperation, but also by uncertainty, competition, and inequality. While there has always been some concern that these pressures may compel some to defect from the scientific research ethos-i.e., fail to make…
    
  
    
      A metric of knowledge as information compression reflects reproducibility predictions for biomedical experiments
      https://pubmed.ncbi.nlm.nih.gov/40746963/?utm_source=RSS-Parrot-Bot&utm_medium=rss&utm_campaign=None&utm_content=1XEO1vFZuoT-c_WNF7NO6I96ZKeOafJxwJl5-4vcQl7S75TcQ4&fc=None&ff=20250801124942&v=2.18.0.post9+e462414
      Published: August 1, 2025 10:00
      Forecasting the reproducibility of research findings is one of the key challenges of metascience. Above-chance predictions have mainly been achieved by pooling the subjective ratings of experts, and how these predictions are formed remains to be…