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Plagiarism in the age of massive Generative Pre-trained Transformers (GPT-3) 大规模生成预训练变形金刚时代的抄袭(GPT-3)
Pub Date : 2021-03-25 DOI: 10.3354/ESEP00195
N. Dehouche
As if 2020 was not a peculiar enough year, its fifth month saw the relatively quiet publication of a preprint describing the most powerful natural language processing (NLP) system to date — GPT-3 (Generative Pre-trained Transformer-3) — created by the Silicon Valley research firm OpenAI. Though the software implementation of GPT-3 is still in its initial beta release phase, and its full capabilities are still unknown as of the time of this writing, it has been shown that this artificial intelligence can comprehend prompts in natural language, on virtually any topic, and generate relevant original text content that is indistinguishable from human writing. Moreover, access to these capabilities, in a limited yet worrisome enough extent, is available to the general public. This paper presents examples of original content generated by the author using GPT-3. These examples illustrate some of the capabilities of GPT-3 in comprehending prompts in natural language and generating convincing content in response. I use these examples to raise specific fundamental questions pertaining to the intellectual property of this content and the potential use of GPT-3 to facilitate plagiarism. The goal is to instigate a sense of urgency, as well as a sense of present tardiness on the part of the academic community in addressing these questions.
就好像2020年还不够特殊一样,在第五个月,硅谷研究公司OpenAI创建了一个预印本,描述了迄今为止最强大的自然语言处理(NLP)系统GPT-3(Generative Pre-trained Transformer-3)。尽管GPT-3的软件实现仍处于最初的测试版发布阶段,截至本文撰写时,其全部功能仍不得而知,但已经表明,这种人工智能可以理解自然语言中几乎任何主题的提示,并生成与人类写作无法区分的相关原始文本内容。此外,公众可以有限但令人担忧地获得这些能力。本文介绍了作者使用GPT-3生成的原始内容的示例。这些例子说明了GPT-3在理解自然语言提示和生成令人信服的内容作为回应方面的一些能力。我用这些例子来提出与该内容的知识产权以及GPT-3可能用于促进剽窃有关的具体基本问题。其目的是激发学术界在解决这些问题时的紧迫感,以及目前的迟缓感。
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引用次数: 84
Making ocean literacy inclusive and accessible 提高海洋知识的包容性和可及性
Pub Date : 2021-03-11 DOI: 10.3354/ESEP00196
B. Worm, C. Elliff, Juliana Graça Fonseca, F. Gell, C. Serra-Gonçalves, Noelle K. Helder, Kieran Murray, H. Peckham, Lucija Prelovec, Kerry K. Sink
Engagement in marine science has historically been the privilege of a small number of people with access to higher education, specialised equipment and research funding. Such constraints have often limited public engagement and may have slowed the uptake of ocean science into environmental policy. Recognition of this disconnect has spurred a growing movement to promote ocean literacy, defined as one’s individual understanding of how the ocean affects people and how people affect the ocean. Over the last 2 decades, this concept has gained significant traction in marine biology and environmental education circles and now plays a prominent role in the UN’s Decade of Ocean Science for Sustainable Development (2021-2030). Here, we argue that the ocean literacy agenda has largely been shaped and discussed by marine scientists and educators but needs to be expanded to a much larger constituency to be more effective, accessible and inclusive. We discuss diverse cultural settings from around the world and provide examples of indigenous, spiritual, art, ocean user and other groups that are already deeply engaged with the ocean and could provide a variety of perspectives to enrich the ocean literacy concept beyond an understanding of marine science. We suggest that such inclusiveness could remove the historic barriers that have surrounded the field, transform our collective awareness of and relationship with the ocean and help support ongoing efforts to restore marine biodiversity.
从历史上看,从事海洋科学一直是少数人的特权,他们可以获得高等教育、专业设备和研究资金。这些限制往往限制了公众的参与,并可能减缓了环境政策对海洋科学的吸收。认识到这种脱节,推动了一场日益壮大的运动,以促进海洋素养,定义为个人对海洋如何影响人类以及人类如何影响海洋的理解。在过去的20年里,这一概念在海洋生物学和环境教育界获得了巨大的关注,现在在联合国海洋科学促进可持续发展十年(2021-2030)中发挥着突出作用。在这里,我们认为海洋扫盲议程在很大程度上是由海洋科学家和教育工作者塑造和讨论的,但需要扩大到更大的群体,以提高效率、可及性和包容性。我们讨论了来自世界各地的不同文化背景,并提供了土著、精神、艺术、海洋使用者和其他已经深入参与海洋的群体的例子,这些群体可以提供各种视角,以丰富海洋素养概念,而不仅仅是对海洋科学的理解。我们认为,这种包容性可以消除围绕该领域的历史障碍,改变我们对海洋的集体意识和与海洋的关系,并有助于支持正在进行的恢复海洋生物多样性的努力。
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引用次数: 23
Wildfires and Brazilian irrationality on social networks 野火和巴西人在社交网络上的非理性
Pub Date : 2021-03-11 DOI: 10.3354/ESEP00194
H. Silva
Recent forest fires in Brazil and Australia have been the subject of irrational discussions on social networks without any legitimate scientific basis. These discussions often overlook or ignore fundamental questions about how limited government reactions, especially from the Brazilian government, to climate change affect these disasters. This article seeks to foster a discussion supported by data about climate change, the consequences of increased frequency of catastrophic weather events, and ways in which aggressiveness and ignorance via the internet and social networks do nothing to address the underlying issues.
巴西和澳大利亚最近发生的森林火灾一直是社交网络上非理性讨论的主题,没有任何合法的科学依据。这些讨论往往忽视或忽视了一些基本问题,即政府,特别是巴西政府对气候变化的有限反应如何影响这些灾难。这篇文章试图促进一场由气候变化数据支持的讨论,灾难性天气事件频率增加的后果,以及通过互联网和社交网络的攻击性和无知对解决根本问题毫无帮助的方式。
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引用次数: 3
Neurosurgical robots and ethical challenges to medicine 神经外科机器人和医学伦理挑战
Pub Date : 2021-01-01 DOI: 10.3354/ESEP00197
A. Saniotis, M. Henneberg
Over the last 20 yr, neurosurgical robots have been increasingly assisting in neurosurgical procedures. Surgical robots are considered to have noticeable advantages over humans, such as reduction of procedure time, surgical dexterity, no experience of fatigue and improved healthcare outcomes. In recent years, neurosurgical robots have been developed to perform various procedures. Public demand is informing the direction of neurosurgery and placing greater pressure on neurosurgeons to use neurosurgical robots. The increasing diversity and sophistication of neurosurgical robots have received ethical scrutiny due to the surgical complications that may arise as well as the role of robots in the future. In this paper, we address 3 ethical areas re garding neurosurgical robots: (1) Loss of neurosurgical skills due to increasing dependency on robots; (2) How far do we want to go with neurosurgical robots? (3) Neurosurgical robots and conflict of interest and medical bias.
在过去的20年里,神经外科机器人越来越多地辅助神经外科手术。手术机器人被认为比人类有明显的优势,例如减少手术时间,手术灵活性,没有疲劳的经历和改善的医疗保健结果。近年来,神经外科机器人被开发出来执行各种手术。公众的需求为神经外科的发展方向提供了信息,也给神经外科医生使用神经外科机器人带来了更大的压力。由于手术并发症可能出现以及机器人在未来的作用,神经外科机器人的多样性和复杂性日益增加,已经受到了伦理审查。在本文中,我们讨论了关于神经外科机器人的3个伦理领域:(1)由于对机器人的依赖增加而导致神经外科技能的丧失;(2)神经外科机器人的发展方向是什么?(3)神经外科机器人与利益冲突和医学偏见。
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引用次数: 2
Bioethical analysis of sanitary engineering: a critical assessment of the profession at the crossroad of environmental and public health ethics 卫生工程的生物伦理分析:在环境和公共卫生伦理的十字路口的专业的关键评估
Pub Date : 2021-01-01 DOI: 10.3354/esep00199
I. Eterović, T. Buterin
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引用次数: 0
Environmental effects of the COVID-19 pandemic from a (marine) ecological perspective 从(海洋)生态角度看COVID-19大流行对环境的影响
Pub Date : 2020-12-17 DOI: 10.3354/esep00192
M. Coll
The 2019-2020 pandemic of the SARS-CoV-2 virus —the cause of the novel COVID-19 disease—is an exceptional moment in modern human history The abrupt and intense cessation of human activities in the first months of the pandemic, when large parts of the global human population were in lockdown, had noticeable effects on the environment that can serve to identify key learning experiences to foster a deep reflection on the human relationship with nature, and their interdependence There are precious lessons to be learned A global, tangible threat was needed to trigger a global lockdown, where different societies adopted different strategies and management measures to adapt or transform their activities Humanity is still coming to terms with how to relaunch the economy while preventing further outbreaks Here, I summarize the immediate positive and negative effects that the pandemic has had on the natural environment, with emphasis on marine ecosystems I reflect on key lessons learned from this unprecedented situation so far The essential role that the oceans play in maintaining the functioning of natural systems and key socio-economic activities is exceptionally relevant, and I discuss key not-to-miss opportunities to add the ‘Blue Recovery’ to the international agenda under the new ‘Build Back Better’ or ‘Healthy Recovery’ context after the acute phase of COVID-19 Achieving sustainable use of the ocean is one of the grand challenges of the new decade, and marine ecologists must play a more proactive role © 2020 Open Access under Creative Commons by Attribution Licence Use, distribution and reproduction are un -restricted Authors and original publication must be credited All Rights Reserved
2019-2020年SARS-CoV-2病毒(新型COVID-19疾病的病因)的大流行是现代人类历史上的一个特殊时刻。在大流行的头几个月,全球大部分人口处于封锁状态,人类活动突然密集停止,对环境产生了显著影响,有助于确定关键的学习经验,促进对人与自然关系的深刻反思。我们可以吸取宝贵的经验教训,需要一个全球性的、切实的威胁来触发全球封锁,不同的社会采取了不同的战略和管理措施来适应或改变其活动,人类仍在考虑如何在防止疫情进一步爆发的同时重启经济。在此,我总结了疫情对自然环境造成的直接积极和消极影响。我把重点放在海洋生态系统上,思考了迄今为止从这一前所未有的情况中汲取的主要教训。海洋在维持自然系统和关键社会经济活动的功能方面发挥的重要作用具有特别重要的意义。在2019冠状病毒病急性期之后,在新的“重建得更好”或“健康恢复”背景下,将“蓝色恢复”纳入国际议程的关键不容错过的机会实现海洋的可持续利用是新十年的重大挑战之一,海洋生态学家必须发挥更积极的作用©2020以知识共享方式开放获取。分发和复制是不受限制的,作者和原始出版物必须署名
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引用次数: 17
Combining love and knowledge to heal the ocean 用爱和知识治愈海洋
Pub Date : 2020-12-17 DOI: 10.3354/esep00193
H.K. Lotze
Despite decades of management and conservation efforts, we have seen only limited success in rebuilding marine life and restoring ocean ecosystems from human-inflicted damage on a global scale. I suggest that we need to harness both our emotional (love) and rational (knowledge) sides to create a more powerful movement to heal the ocean and rebuild its abundance and diversity. Love and compassion fuel our desire and urge for change and provide a compass that can guide our actions. Science and knowledge provide ways for collecting and interpreting data and information that can enhance our understanding and support our decisions and actions. Combining our emotional and rational sides can inspire our thinking and transform our actions in new, creative ways. In order to affect wide-ranging and long-lasting change, love and knowledge need to work together to transform our collective relationship with the ocean.
尽管经过了数十年的管理和保护努力,但在全球范围内,我们在重建海洋生物和恢复海洋生态系统方面取得的成功有限。我建议我们需要同时利用我们的情感(爱)和理性(知识)两方面来创造一个更强大的运动来治愈海洋,重建它的丰富性和多样性。爱和同情激发了我们改变的欲望和冲动,并为我们的行动提供了指引。科学和知识提供了收集和解释数据和信息的方法,这些数据和信息可以增强我们的理解并支持我们的决策和行动。结合我们的情感和理性可以激发我们的思维,并以新的、创造性的方式改变我们的行为。为了影响广泛和持久的变化,爱和知识需要共同努力,改变我们与海洋的集体关系。
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引用次数: 3
From science only to science for conservation: a personal journey 从纯科学到保护科学:个人旅程
Pub Date : 2020-10-22 DOI: 10.3354/esep00191
B. Würsig
Long-term studies of whales, dolphins, and porpoises (the cetaceans) in nature abruptly began about 50 yr ago, preceded by several decades of terrestrial animal studies, often of charismatic large mammals. Fifty years ago, intensive whaling was still occurring, and arguments against whaling largely centered around impending extinctions due to over-hunting, not the idea that cetaceans should not be killed due to natural or inherent goodness. In the 1970s, several USA and other government agencies promulgated rules to help control pollution and other insults to nature, often effective in the short term but not in stopping an overall decline in the health of nature. While there appeared a general societal awakening towards greater appreciation of nature and intrinsic animal rights, researchers largely stayed focused on their research, with little attention to using knowledge to increase ecosystem and animal health. Attitudes of direct scientific involvement in calling for environmental action have changed, as it is becoming increasingly (but not universally) appreciated that researchers who know the problems are wellsuited to alert governments, industry, and society to them, and loudly call for action. I have no good answers for how to accomplish large-scale rapid reversals of environmental declines. One laudable action is to be an active vocal part of appropriate web-based conservation advocacy groups. Involving the young of all genders and races for a groundswell of support is likely most effective in generating a new world view of so much respect for nature that we radically alter our present ways of subjugating and diminishing it in the name of supposed human progress. Above all, we scientists must no longer dither with opinions on environmental problems and urgent needs for action; we must proclaim them intelligently, forcefully, and as broadly as possible.
对自然界中的鲸鱼、海豚和鼠海豚(鲸目动物)的长期研究大约在50年前突然开始,在此之前有几十年的陆生动物研究,通常是对有魅力的大型哺乳动物的研究。50年前,大规模捕鲸仍在发生,反对捕鲸的争论主要集中在过度捕猎导致的濒临灭绝,而不是认为鲸类动物不应该因为自然或内在的好处而被捕杀。在20世纪70年代,一些美国和其他政府机构颁布了一些规则来帮助控制污染和其他对自然的损害,这些规则通常在短期内有效,但并不能阻止自然健康状况的全面下降。虽然社会普遍意识到更多地欣赏自然和动物的内在权利,但研究人员主要集中在他们的研究上,很少关注利用知识来增加生态系统和动物健康。科学家直接参与呼吁环境行动的态度已经改变,因为人们越来越多地(但不是普遍地)认识到,了解问题的研究人员非常适合向政府、行业和社会发出警告,并大声呼吁采取行动。对于如何实现大规模快速逆转环境恶化,我没有好的答案。一项值得称赞的行动是在适当的网络保护倡导团体中积极发声。争取所有性别和种族的年轻人的支持,可能最有效地产生一种尊重自然的新世界观,从而从根本上改变我们目前以所谓人类进步的名义征服和削弱自然的方式。最重要的是,我们科学家不能再在环境问题和迫切需要采取行动的问题上犹豫不决;我们必须明智地、有力地、尽可能广泛地宣布它们。
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引用次数: 2
Healing the wounds of marine mammals by protecting their habitat 通过保护海洋哺乳动物的栖息地来治愈它们的创伤
Pub Date : 2020-08-20 DOI: 10.3354/esep00190
G. Sciara, E. Hoyt
Important marine mammal areas (IMMAs) — ‘discrete habitat areas, important for one or more marine mammal species, that have the potential to be delineated and managed for conservation’ (IUCN Marine Mammal Protected Areas Task Force 2018, p. 3) — were introduced in 2014 by the IUCN Marine Mammal Protected Areas Task Force to support marine mammal and wider ocean conservation. IMMAs provide decision-makers with a user-friendly, actionable tool to inform them of the whereabouts of habitat important for marine mammal survival. However, in view of their non-prescriptive, evidence-based and biocentric nature, the conservation effectiveness of IMMAs is strictly dependent on politicians’ willingness to make use of them. It has been the customary task of advocacy non-governmental organisations to lobby decision-makers to stimulate respect for environmental law, but the scientific community is increasingly joining this effort. Scientists can effectively strengthen a healthy relationship between scientific objectivity and political advocacy without damaging the credibility of conservation science. Thus, those undertaking the identification of IMMAs can be among those responsible for strongly advocating the implementation of IMMAs and other conservation initiatives.
重要海洋哺乳动物区(imma)——“对一种或多种海洋哺乳动物物种很重要的离散栖息地,有可能被划定和管理以进行保护”(IUCN海洋哺乳动物保护区工作组2018,第3页)——由IUCN海洋哺乳动物保护区工作组于2014年引入,以支持海洋哺乳动物和更广泛的海洋保护。imma为决策者提供了一个用户友好的、可操作的工具,告知他们对海洋哺乳动物生存至关重要的栖息地的下落。然而,鉴于imma的非规定性、循证性和生物中心性,其保护效果严格依赖于政治家使用它们的意愿。游说决策者以促进对环境法的尊重一直是倡导非政府组织的惯常任务,但是科学界正越来越多地加入这一努力。科学家可以有效地加强科学客观性和政治倡导之间的健康关系,而不会损害保护科学的可信度。因此,那些负责确定综合管理措施的人可以是负责大力提倡实施综合管理措施和其他保护倡议的人之一。
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引用次数: 7
Marine biology on a violated planet: from science to conscience 被侵犯星球上的海洋生物学:从科学到良心
Pub Date : 2020-06-04 DOI: 10.3354/esep00189
G. Bearzi
Humanity’s self-ordained mandate to subdue and dominate nature is part of the cognitive foundation of the modern world — a perspective that remains deeply ingrained in science and technology. Marine biology has not been immune to this anthropocentric bias. But this needs to change, and the gaps between basic scientific disciplines and the global conservation imperatives of our time need to be bridged. In the face of a looming ecological and climate crisis, marine biologists must upgrade their values and professional standards and help foster the radical transformation needed to avert a climate and ecological breakdown. To prevent some of the damage, they must cross the imaginary line that separates science from science-based activism and consciously pursue the health and durability of human and natural communities. To this end, they can (1) develop compelling narratives that engage human society, with emphasis on care for the wild living world; (2) move beyond marine conservation on paper and avoid self-serving complaisance; (3) advocate constructive changes in market and human behaviour, not only by documenting damage but also by clarifying how the extraction, production and consumption system can be steered away from practices that harm nature; (4) push for systemic change in politics through individual and collective efforts, supporting environmental activism and those who demand biosphere-saving policies; and (5) endorse a more ecocentric and holistic world vision, relinquishing contempt for spiritual wisdom and liaising with (or at least not dismissing) spiritual traditions that encourage equality, self-restraint and environmental sustainability.
人类自封的征服和支配自然的使命是现代世界认知基础的一部分——这一观点在科学和技术中仍然根深蒂固。海洋生物学也未能幸免于这种以人类为中心的偏见。但是这种情况需要改变,基础科学学科和我们这个时代的全球保护任务之间的差距需要弥合。面对迫在眉睫的生态和气候危机,海洋生物学家必须提升他们的价值观和专业标准,并帮助促进避免气候和生态崩溃所需的彻底转变。为了防止一些损害,他们必须跨越科学与基于科学的行动主义之间的想象界限,有意识地追求人类和自然社区的健康和持久性。为此,他们可以(1)发展引人注目的叙事,吸引人类社会,强调对野生生物世界的关心;(2)超越纸面上的海洋保护,避免自私自利的抱怨;(3)提倡对市场和人类行为进行建设性的改变,不仅要记录损害,还要阐明如何引导开采、生产和消费系统远离危害自然的做法;(4)通过个人和集体努力推动政治的系统性变革,支持环境行动主义和要求保护生物圈政策的人;(5)支持一种更以生态为中心、更全面的世界观,放弃对精神智慧的蔑视,与(或至少不排斥)鼓励平等、自我约束和环境可持续性的精神传统保持联系。
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引用次数: 16
期刊
Ethics in Science and Environmental Politics
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