在开放访问和开放科学时代出版
Masanori Arita1, Bernd Pulverer2, Tadashi Uemura3
1National Institute of Genetics, Shizuoka, Japan.
Genes to cells : devoted to molecular & cellular mechanisms
|February 14, 2024
概括
开放科学,共享可复制的研究数据和方法,可以提高科学效率. 本摘要探讨了当前在科学出版领域开放获取的挑战和人工智能驱动的解决方案.
科学领域:
- 科学传播是科学传播.
- 研究出版研究出版.
- 分子生物学分子生物学
背景情况:
- 当前的研究沟通往往将数据共享限制在出版物中的代表性发现上.
- 传统出版模式面临挑战,包括对顶级期刊的超级竞争和成本上升.
- 需要更容易获得和更有效地传播科学研究.
研究的目的:
- 总结科学出版和研究评估中的现有问题.
- 探索潜在的解决方案,以提高科学中的开放获取和可重复性.
- 讨论人工智能 (AI) 在应对这些挑战中的作用.
主要方法:
- 在第46届日本分子生物学会年会上提出的挑战的讨论和总结.
- 分析当前出版范式及其对研究传播的影响.
- 探索人工智能技术作为开放科学的潜在解决方案.
主要成果:
- 目前的系统为出版物创造了一个超级竞争的市场,导致高的拒绝率.
- 出版商之间的竞争加剧,导致出版和访问研究的成本上升.
- 人工智能技术为改善数据共享,可复制性和整体科学效率提供了潜在的途径.
结论:
- 过渡到开放科学范式对于提高科学进步和效率至关重要.
- 人工智能发展为克服当前研究数据共享和可访问性的局限性提供了机会.
- 解决出版挑战需要创新的解决方案,潜在地利用人工智能为一个更开放,更有效的科学界.
相关概念视频
The Scientific Method
226.8K
The scientific method is a detailed, empirical problem-solving process used by biologists and other scientists. This iterative approach involves formulating a question based on observation, developing a testable potential explanation for the observation (called a hypothesis), making and testing predictions based on the hypothesis, and using the findings to create new hypotheses and predictions.
Generally, predictions are tested using carefully-designed experiments. Based on the outcome of these...
Generally, predictions are tested using carefully-designed experiments. Based on the outcome of these...
226.8K
Free Energy
48.1K
Free energy—abbreviated as G for the scientist Gibbs who discovered it—is a measurement of useful energy that can be extracted from a reaction to do work. It is the energy in a chemical reaction that is available after entropy is accounted for. Reactions that take in energy are considered endergonic and reactions that release energy are exergonic. Plants carry out endergonic reactions by taking in sunlight and carbon dioxide to produce glucose and oxygen. Animals, in turn, break...
48.1K
Biodiversity and Human Values
13.1K
Human civilization relies on biodiversity in many ways. Sudden changes in species biodiversity result in environmental changes that can modify weather patterns and therefore human civilizations.
13.1K
Distribution and Dispersion
21.8K
To understand intra-specific interactions in populations, scientists measure the spatial arrangement of species individuals. This geographic arrangement is known as the species distribution or dispersion. Highly territorial species exhibit a uniform distribution pattern, in which individuals are spaced at relatively equal distances from one another. Species that are highly tied to particular resources, such as food or shelter, tend to concentrate around those resources, and thus exhibit a...
21.8K
Hardy-Weinberg Principle
72.1K
Diploid organisms have two alleles of each gene, one from each parent, in their somatic cells. Therefore, each individual contributes two alleles to the gene pool of the population. The gene pool of a population is the sum of every allele of all genes within that population and has some degree of variation. Genetic variation is typically expressed as a relative frequency, which is the percentage of the total population that has a given allele, genotype or phenotype.
72.1K
Symbiosis
28.0K
Symbiotic relationships are long-term, close interactions between individuals of different species that affect the distribution and abundance of those species. When a relationship is beneficial to both species, this is called mutualism. When the relationship is beneficial to one species but neither beneficial nor harmful to the other species, this is called commensalism. When one organism is harmed to benefit another, the relationship is known as parasitism. These types of relationships often...
28.0K


