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Science 2024

  1. Working paper

    Generative AI technologies applied to ecosystems and the environment: a scoping review


    This paper provides a scoping review of the literature on the ways that novel generative artificial intelligence (AI) tools are being applied to living things and other elements of ecosystems and the natural environment. The paper outlines several areas where generative AI is being deployed in new research projects and industry applications.
  2. Working paper

    Using ChatGPT for thematic analysis


    ChatGPT has the potential to enhance academic research efficiency and outcomes. Using the GPT (Generative Pre-trained Transformer) model for initial coding in qualitative thematic analysis, the authors of this paper outline the advantages and limitations of using the GPT model and suggest strategies for mitigating risks. The paper includes a comparative discussion on manual versus...
  3. Discussion paper

    Putting analysis and assessment at the heart of government


    During the COVID-19 pandemic, decisions that affected the lives of millions were determined by the ability of government to gather, synthesise and assess data. But good analysis and assessment of data will make for better government outside of crises too, as this paper sets out.
  4. Report

    Science in the age of AI: how artificial intelligence is changing the nature and method of scientific research


    The unprecedented speed and scale of progress with artificial intelligence (AI) in recent years suggests society may be living through an inflection point. This report explores how AI technologies, such as deep learning or large language models, are transforming the nature and methods of scientific inquiry. It also explores how notions of research integrity, research...
  5. Report

    The future of long duration energy storage: keeping the lights on in a carbon constrained world


    Alternative Long Duration Energy Storage (ALDES) technologies are rapidly emerging as effective and complementary to reinforcing these established types of energy storage. This report provides an introduction to ALDES, exploring the key ALDES technology families and the context in which they will operate. It also explores the specific roles these technologies will play in delivering...
  6. Report

    Pathway to Diversity in STEM Review: final recommendations


    An independent panel set out to find ways to increase diversity in science, technology, engineering and mathematics (STEM) in Australia. The recommendations outlined in this report highlight the need for more ambitious and strategic action.
  7. Strategy

    National battery strategy: leading the charge towards a competitive and diverse Australian battery industry


    The National battery strategy is a key part of the Albanese Government's 'Future Made in Australia' agenda. The strategy outlines how the Australian government will aim to support the domestic battery industry as it grows.
  8. Report

    Hydrogen: hype, hope, or hard work?


    Hydrogen can help Australia hit net-zero carbon emissions. This report calls on the Australian government to promote hydrogen use in the production of ammonia, alumina and iron.
  9. Briefing paper

    Australia’s National Science Statement: a future made in Australia


    This statement is a framework to shape science policy and leadership across governments, in labs, in research institutions and in boardrooms. It is supported by a set of National Science and Research Priorities and lists five imperatives that will shape Australian science investment over the next decade.
  10. Report

    STEM career pathways


    In 2022, the National Science and Technology Council, commissioned Science and Technology Australia to report on barriers to STEM careers. The research was commissioned through the Office of the Chief Scientist. This report outlines the research findings.