are small zooplankton found in freshwater inland lakes and are thought to switch their mode of reproduction from asexual to sexual in response to extreme temperatures (Mitchell 1999). Lakes containing have an average summer surface temperature of 20°C (Harper 1995) but may increase by more than 15% when expose to warm water effluent from power plants, paper mills, and chemical industry (Baker et al. 2000). Could an increase in lake temperature caused by industrial thermal pollution affect the survivorship and reproduction of ?
        The sex of is mediated by the environment rather than genetics. Under optimal environmental conditions, populations consist of asexually reproducing females. When the environment shifts may be queued to reproduce sexually resulting in the production of male offspring and females carrying haploid eggs in sacs called ephippia (Mitchell 1999).
        The purpose of this laboratory study is to examine the effects of increased water temperature on survivorship and reproduction. This study will help us characterize the magnitude of environmental change required to induce the onset of the sexual life cycle in . Because are known to be a sensitive environmental indicator species (Baker et al. 2000) and share similar structural and physiological features with many aquatic species, they serve as a good model for examining the effects of increasing water temperature on reproduction in a variety of aquatic invertebrates.
        We hypothesized that populations reared in water temperatures ranging from 24-26 °C would have lower survivorship, higher male/female ratio among the offspring, and more female offspring carrying ephippia as compared with grown in water temperatures of 20-22°C. To test this hypothesis we reared populations in tanks containing water at either 24 +/- 2°C or 20 +/- 2°C. Over 10 days, we monitored survivorship, determined the sex of the offspring, and counted the number of female offspring containing ephippia.
Comments:
Background information
·      Opening paragraph provides good focus immediately. The study organism, gender switching response, and temperature influence are mentioned in the first sentence. Although it does a good job documenting average lake water temperature and changes due to industrial run-off, it fails to make an argument that the 15% increase in lake temperature could be considered âextremeâ temperature change.
·      The study question is nicely embedded within relevant, well-cited background information. Alternatively, it could be stated as the first sentence in the introduction, or after all background information has been discussed before the hypothesis.
Rationale
·      Good. Well-defined purpose for study; to examine the degree of environmental change necessary to induce the Daphnia sexual life
cycle.
How will introductions be evaluated? The following is part of the rubric we will be using to evaluate your papers.
 | 0 = inadequate (C, D or F) | 1 = adequate (BC) | 2 = good (B) | 3 = very good (AB) | 4 = excellent (A) |
Introduction BIG PICTURE: Did the Intro convey why experiment was performed and what it was designed to test?  | Introduction provides little to no relevant information. (This often results in a hypothesis that âcomes out of nowhere.â) | Many key components are very weak or missing; those stated are unclear and/or are not stated concisely. Weak/missing components make it difficult to follow the rest of the paper. e.g., background information is not focused on a specific question and minimal biological rationale is presented such that hypothesis isnât entirely logical  | Covers most key components but could be done much more logically, clearly, and/or concisely. e.g., biological rationale not fully developed but still supports hypothesis. Remaining components are done reasonably well, though there is still room for improvement. | Concisely & clearly covers all but one key component (w/ exception of rationale; see left) clearly covers all key components but could be a little more concise and/or clear. e.g., has done a reasonably nice job with the Intro but fails to state the approach OR has done a nice job with Intro but has also included some irrelevant background information  | Clearly, concisely, & logically presents all key components: relevant & correctly cited background information, question, biological rationale, hypothesis, approach. |
Thank you for visiting nature.com. You are using a browser version with limited support for CSS. To obtain the best experience, we recommend you use a more up to date browser (or turn off compatibility mode in Internet Explorer). In the meantime, to ensure continued support, we are displaying the site without styles and JavaScript.
A clear format will ensure that your research paper is understood by your readers. Follow:
1. Context â your introduction
2. Content â your results
3. Conclusion â your discussion
Plan your paper carefully and decide where each point will sit within the framework before you begin writing.
Collection: Careers toolkit
Scientific writing should always aim to be A, B and C: Accurate, Brief, and Clear. Never choose a long word when a short one will do. Use simple language to communicate your results. Always aim to distill your message down into the simplest sentence possible.
A carefully conceived title will communicate the single core message of your research paper. It should be D, E, F: Declarative, Engaging and Focused.
Add a sentence or two at the end of your concluding statement that sets out your plans for further research. What is next for you or others working in your field?
See additional information .
doi: https://doi.org/10.1038/d41586-019-01362-9
How to get published in high impact journals
So youâre writing a paper
Writing for a Nature journal
How to win funding to talk about your science
Career Feature 15 AUG 24
Friends or foes? An academic job search risked damaging our friendship
Career Column 14 AUG 24
âWho will protect us from seeing the worldâs largest rainforest burn?â The mental exhaustion faced by climate scientists
Career Feature 12 AUG 24
Chatbots in science: What can ChatGPT do for you?
The need for equity in Brazilian scientific funding
Correspondence 13 AUG 24
SLS invites applications for multiple tenure-track/tenured faculty positions at all academic ranks.
Hangzhou, Zhejiang, China
School of Life Sciences, Westlake University
Applicants with expertise in aging and neurodegeneration and related areas are particularly encouraged to apply.
Westlake Laboratory of Life Sciences and Biomedicine (WLLSB)
We are seeking outstanding scientists to lead vigorous independent research programs focusing on all aspects of chemical biology including...
The Lewis-Sigler Institute at Princeton University invites applications for a tenure-track faculty position in Genomics.
Princeton University, Princeton, New Jersey, US
The Lewis-Sigler Institute for Integrative Genomics at Princeton University
Job Title: Associate or Senior Editor, BMC Medical Education Locations: New York or Heidelberg (Hybrid Working Model) Application Deadline: August ...
New York City, New York (US)
Springer Nature Ltd
Sign up for the Nature Briefing newsletter â what matters in science, free to your inbox daily.
How to successfully write a scientific essay.
Posted by Cody Rhodes
If you are undertaking a course which relates to science, you are more or less apt to write an essay on science. You need to know how to write a science essay irrespective of whether your professor gives you a topic or you come up with one. Additionally, you need to have an end objective in mind. Writing a science essay necessitates that you produce an article which has all the details and facts about the subject matter and it ought to be to the point. Also, you need to know and understand that science essays are more or less different from other types of essays. They require you to be analytical and precise when answering questions. Hence, this can be quite challenging and tiresome. However, that should not deter you from learning how to write your paper. You can always inquire for pre-written research papers for sale from writing services like EssayZoo.
Also, you can read other peopleâs articles and find out how they produce and develop unique and high-quality papers. Moreover, this will help you understand how to approach your essays in different ways. Nonetheless, if you want to learn how to write a scientific paper in a successful manner, consider the following tips.
Select a topic for your article Like any other type of essay, you need to have a topic before you start the actual writing process. Your professor or instructor may give you a science essay topic to write about or ask you to come up with yours. When selecting a topic for your paper, ensure that you choose one you can write about. Do not pick a complex topic which can make the writing process boring and infuriating for you. Instead, choose one that you are familiar with. Select a topic you will not struggle gathering information about. Also, you need to have an interest in it. If you are unable to come up with a good topic, trying reading other peopleâs articles. This will help you develop a topic with ease.
Draft a plan After selecting a topic, the next step is drafting a plan or an outline. An outline is fundamental in writing a scientific essay as it is the foundation on which your paper is built. Additionally, it acts as a road map for your article. Hence, you need to incorporate all the thoughts and ideas you will include in your essay in the outline. You need to know what you will include in the introduction, the body, and the conclusion. Drafting a plan helps you save a lot of time when writing your paper. Also, it helps you to keep track of the primary objective of your article.
Start writing the article After drafting a plan, you can begin the writing process. Writing your paper will be smooth and easier as you have an outline which helps simplify the writing process. When writing your article, begin with a strong hook for your introduction. Dictate the direction your paper will take. Provide some background information and state the issue you will discuss as well as the solutions you have come up with. Arrange the body of your article according to the essay structure you will use to guide you. Also, ensure that you use transitory sentences to show the relationship between the paragraphs of your article. Conclude your essay by summarizing all the key points. Also, highlight the practical potential of our findings and their impacts.
Proofread and check for errors in the paper Before submitting or forwarding your article, it is fundamental that you proofread and correct all the errors that you come across. Delivering a paper that is full of mistakes can affect your overall performance in a negative manner. Thus, it is essential you revise your paper and check for errors. Correct all of them. Ask a friend to proofread your paper. He or she may spot some of the mistakes you did not come across.
In conclusion, writing a scientific essay differs from writing other types of papers. A scientific essay requires you to produce an article which has all the information and facts about the subject matter and it ought to be to the point. Nonetheless, the scientific essay formats similar to the format of any other essay: introduction, body, and conclusion. You need to use your outline to guide you through the writing process. To learn how to write a scientific essay in a successful manner, consider the tips above.
In recent years, nitrogen pollution, especially nitrate is an important problem faced by lots of reservoirs. Excessive nitrogen levels can cause water eutrophication, resulting in deterioration of water quality by… | |
Born from the wreckage of the Titanic, used in the marine then industry, ultrasound impacted medicine in the 50s. However, the lung has always been considered as not accessible to… | |
Patients and staff should expect privacy in emergency departments and should not be recorded without giving their consent in advance. Emergency departments (ED) use audiovisual recordings to document clinical information… | |
Public perception of pharmacists might be limited to dispensing medications. However, pharmacists are trained to deliver patient care to help patients improve their health-related outcomes and achieve their goals. Recognizing… | |
Plants are often thought of as producing their nutrients through photosynthesis, but many plants associate with other organisms (microorganisms) to exchange nutrients for survival. In particular, orchids, which have threatened… | |
Fatalists aside, who doesn't want to live longer and in good health? But, obviously, to live longer it would be nonsense to put our health at risk. Yet, since we… |
HaiâŠyou have posted great article, it really helpful to us.. I will refer this page to my friends; I hope you will like to read – scientific research paper writing service
Nice concentration on education blogs. Such a great work regarding education and online study to gain knowledge and time.
You must be logged in to post a comment.
Diabetes | Alzheimer’s disease Cancer | Breast cancer | Tumor Blood pressure | Heart Brain | Kidney | Liver | Lung Stress | Pain | Therapy Infection | Inflammation | Injury DNA | RNA | Receptor | Nanoparticles Bacteria | Virus | Plant
See more …
Labcollector lims and eln for improving productivity in the lab.
Recent posts.
M | T | W | T | F | S | S |
---|---|---|---|---|---|---|
1 | 2 | 3 | 4 | |||
5 | 6 | 8 | 9 | 10 | 11 | |
12 | 13 | 14 | 15 | 16 | 17 | 18 |
19 | 20 | 21 | 22 | 23 | 24 | 25 |
26 | 27 | 28 | 29 | 30 | 31 |
When writing any essay itâs important to always keep the end goal in mind. You want to produce a document that is detailed, factual, about the subject matter and most importantly to the point.
Writing scientific essays will always be slightly different to when you write an essay for say English Literature . You need to be more analytical and precise when answering your questions. To help achieve this, you need to keep three golden rules in mind.
Now, letâs look at these steps in more detail to help you fully understand how to apply the three golden rules.
The next step is to plan your answer. What we are going to try to do is show you how to produce an effective plan in a very short time. You need a framework to show your knowledge otherwise it is too easy to concentrate on only a few aspects.
For example, when writing an essay on biology we can divide the topic up in a number of different ways. So, if you have to answer a question like âOutline the main properties of life and system reproductionâ
The steps for planning are simple. Firstly, define the main terms within the question that need to be addressed. Then list the properties asked for and lastly, roughly assess how many words of your word count you are going to allocate to each term.
The final step (youâre almost there), now you have your plan in place for the essay, it’s time to get it all down in black and white. Follow your plan for answering the question, making sure you stick to the word count, check your spelling and grammar and give credit where creditâs (always reference your sources).
An exceptional essay
A good essay
An average essay
In practice this will amount to about half the essay.
A poor essay
Cookie | Duration | Description |
---|---|---|
cookielawinfo-checkbox-analytics | 11 months | This cookie is set by GDPR Cookie Consent plugin. The cookie is used to store the user consent for the cookies in the category "Analytics". |
cookielawinfo-checkbox-functional | 11 months | The cookie is set by GDPR cookie consent to record the user consent for the cookies in the category "Functional". |
cookielawinfo-checkbox-necessary | 11 months | This cookie is set by GDPR Cookie Consent plugin. The cookies is used to store the user consent for the cookies in the category "Necessary". |
cookielawinfo-checkbox-others | 11 months | This cookie is set by GDPR Cookie Consent plugin. The cookie is used to store the user consent for the cookies in the category "Other. |
cookielawinfo-checkbox-performance | 11 months | This cookie is set by GDPR Cookie Consent plugin. The cookie is used to store the user consent for the cookies in the category "Performance". |
viewed_cookie_policy | 11 months | The cookie is set by the GDPR Cookie Consent plugin and is used to store whether or not user has consented to the use of cookies. It does not store any personal data. |
An official website of the United States government
The .gov means itâs official. Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure youâre on a federal government site.
The site is secure. The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.
Preview improvements coming to the PMC website in October 2024. Learn More or Try it out now .
Renee a. hesselbach.
1 NIEHS Children's Environmental Health Sciences Core Center, University of Wisconsin—Milwaukee, Milwaukee, Wisconsin.
2 Department of Chemistry and Biochemistry, University of Wisconsin—Milwaukee, Milwaukee, Wisconsin.
3 Curriculum and Instruction, University of Wisconsin—Milwaukee, Milwaukee, Wisconsin.
Daniel weber.
This article presents a detailed guide for high school through graduate level instructors that leads students to write effective and well-organized scientific papers. Interesting research emerges from the ability to ask questions, define problems, design experiments, analyze and interpret data, and make critical connections. This process is incomplete, unless new results are communicated to others because science fundamentally requires peer review and criticism to validate or discard proposed new knowledge. Thus, a concise and clearly written research paper is a critical step in the scientific process and is important for young researchers as they are mastering how to express scientific concepts and understanding. Moreover, learning to write a research paper provides a tool to improve science literacy as indicated in the National Research Council's National Science Education Standards (1996), and A Framework for K–12 Science Education (2011), the underlying foundation for the Next Generation Science Standards currently being developed. Background information explains the importance of peer review and communicating results, along with details of each critical component, the Abstract, Introduction, Methods, Results , and Discussion . Specific steps essential to helping students write clear and coherent research papers that follow a logical format, use effective communication, and develop scientific inquiry are described.
A key part of the scientific process is communication of original results to others so that one's discoveries are passed along to the scientific community and the public for awareness and scrutiny. 1 – 3 Communication to other scientists ensures that new findings become part of a growing body of publicly available knowledge that informs how we understand the world around us. 2 It is also what fuels further research as other scientists incorporate novel findings into their thinking and experiments.
Depending upon the researcher's position, intent, and needs, communication can take different forms. The gold standard is writing scientific papers that describe original research in such a way that other scientists will be able to repeat it or to use it as a basis for their studies. 1 For some, it is expected that such articles will be published in scientific journals after they have been peer reviewed and accepted for publication. Scientists must submit their articles for examination by other scientists familiar with the area of research, who decide whether the work was conducted properly and whether the results add to the knowledge base and are conveyed well enough to merit publication. 2 If a manuscript passes the scrutiny of peer-review, it has the potential to be published. 1 For others, such as for high school or undergraduate students, publishing a research paper may not be the ultimate goal. However, regardless of whether an article is to be submitted for publication, peer review is an important step in this process. For student researchers, writing a well-organized research paper is a key step in learning how to express understanding, make critical connections, summarize data, and effectively communicate results, which are important goals for improving science literacy of the National Research Council's National Science Education Standards, 4 and A Framework for K–12 Science Education, 5 and the Next Generation Science Standards 6 currently being developed and described in The NSTA Reader's Guide to A Framework for K–12 Science Education. 7 Table 1 depicts the key skills students should develop as part of the Science as Inquiry Content Standard. Table 2 illustrates the central goals of A Framework for K–12 Science Education Scientific and Engineering Practices Dimension.
Key Skills of the Science as Inquiry National Science Education Content Standard
Identify questions and concepts that guide scientific investigation |
Design and conduct scientific investigations |
Use technology and mathematics to improve investigations and communications |
Formulate and revise scientific explanations and models using logic and evidence |
Recognize and analyze alternative explanations and models |
Communicate and defend a scientific argument |
National Research Council (1996).
Important Practices of A Framework for K–12 Science Education Scientific and Engineering Practices Dimension
Asking questions and defining problems |
Developing and using models |
Planning and carrying out investigations |
Analyzing and interpreting data |
Using mathematics and computational thinking |
Constructing explanations and designing solutions |
Engaging in argument from evidence |
Obtaining, evaluating, and communicating information |
National Research Council (2011).
Scientific papers based on experimentation typically include five predominant sections: Abstract, Introduction, Methods, Results, and Discussion . This structure is a widely accepted approach to writing a research paper, and has specific sections that parallel the scientific method. Following this structure allows the scientist to tell a clear, coherent story in a logical format, essential to effective communication. 1 , 2 In addition, using a standardized format allows the reader to find specific information quickly and easily. While readers may not have time to read the entire research paper, the predictable format allows them to focus on specific sections such as the Abstract , Introduction , and Discussion sections. Therefore, it is critical that information be placed in the appropriate and logical section of the report. 3
The Title sends an important message to the reader about the purpose of the paper. For example, Ethanol Effects on the Developing Zebrafish: Neurobehavior and Skeletal Morphogenesis 8 tells the reader key information about the content of the research paper. Also, an appropriate and descriptive title captures the attention of the reader. When composing the Title , students should include either the aim or conclusion of the research, the subject, and possibly the independent or dependent variables. Often, the title is created after the body of the article has been written, so that it accurately reflects the purpose and content of the article. 1 , 3
The Abstract provides a short, concise summary of the research described in the body of the article and should be able to stand alone. It provides readers with a quick overview that helps them decide whether the article may be interesting to read. Included in the Abstract are the purpose or primary objectives of the experiment and why they are important, a brief description of the methods and approach used, key findings and the significance of the results, and how this work is different from the work of others. It is important to note that the Abstract briefly explains the implications of the findings, but does not evaluate the conclusions. 1 , 3 Just as with the Title , this section needs to be written carefully and succinctly. Often this section is written last to ensure it accurately reflects the content of the paper. Generally, the optimal length of the Abstract is one paragraph between 200 and 300 words, and does not contain references or abbreviations.
All new research can be categorized by field (e.g., biology, chemistry, physics, geology) and by area within the field (e.g., biology: evolution, ecology, cell biology, anatomy, environmental health). Many areas already contain a large volume of published research. The role of the Introduction is to place the new research within the context of previous studies in the particular field and area, thereby introducing the audience to the research and motivating the audience to continue reading. 1
Usually, the writer begins by describing what is known in the area that directly relates to the subject of the article's research. Clearly, this must be done judiciously; usually there is not room to describe every bit of information that is known. Each statement needs one or more references from the scientific literature that supports its validity. Students must be reminded to cite all references to eliminate the risk of plagiarism. 2 Out of this context, the author then explains what is not known and, therefore, what the article's research seeks to find out. In doing so, the scientist provides the rationale for the research and further develops why this research is important. The final statement in the Introduction should be a clearly worded hypothesis or thesis statement, as well as a brief summary of the findings as they relate to the stated hypothesis. Keep in mind that the details of the experimental findings are presented in the Results section and are aimed at filling the void in our knowledge base that has been pointed out in the Introduction .
Research utilizes various accepted methods to obtain the results that are to be shared with others in the scientific community. The quality of the results, therefore, depends completely upon the quality of the methods that are employed and the care with which they are applied. The reader will refer to the Methods section: (a) to become confident that the experiments have been properly done, (b) as the guide for repeating the experiments, and (c) to learn how to do new methods.
It is particularly important to keep in mind item (b). Since science deals with the objective properties of the physical and biological world, it is a basic axiom that these properties are independent of the scientist who reported them. Everyone should be able to measure or observe the same properties within error, if they do the same experiment using the same materials and procedures. In science, one does the same experiment by exactly repeating the experiment that has been described in the Methods section. Therefore, someone can only repeat an experiment accurately if all the relevant details of the experimental methods are clearly described. 1 , 3
The following information is important to include under illustrative headings, and is generally presented in narrative form. A detailed list of all the materials used in the experiments and, if important, their source should be described. These include biological agents (e.g., zebrafish, brine shrimp), chemicals and their concentrations (e.g., 0.20 mg/mL nicotine), and physical equipment (e.g., four 10-gallon aquariums, one light timer, one 10-well falcon dish). The reader needs to know as much as necessary about each of the materials; however, it is important not to include extraneous information. For example, consider an experiment involving zebrafish. The type and characteristics of the zebrafish used must be clearly described so another scientist could accurately replicate the experiment, such as 4–6-month-old male and female zebrafish, the type of zebrafish used (e.g., Golden), and where they were obtained (e.g., the NIEHS Children's Environmental Health Sciences Core Center in the WATER Institute of the University of Wisconsin—Milwaukee). In addition to describing the physical set-up of the experiment, it may be helpful to include photographs or diagrams in the report to further illustrate the experimental design.
A thorough description of each procedure done in the reported experiment, and justification as to why a particular method was chosen to most effectively answer the research question should also be included. For example, if the scientist was using zebrafish to study developmental effects of nicotine, the reader needs to know details about how and when the zebrafish were exposed to the nicotine (e.g., maternal exposure, embryo injection of nicotine, exposure of developing embryo to nicotine in the water for a particular length of time during development), duration of the exposure (e.g., a certain concentration for 10 minutes at the two-cell stage, then the embryos were washed), how many were exposed, and why that method was chosen. The reader would also need to know the concentrations to which the zebrafish were exposed, how the scientist observed the effects of the chemical exposure (e.g., microscopic changes in structure, changes in swimming behavior), relevant safety and toxicity concerns, how outcomes were measured, and how the scientist determined whether the data/results were significantly different in experimental and unexposed control animals (statistical methods).
Students must take great care and effort to write a good Methods section because it is an essential component of the effective communication of scientific findings.
The Results section describes in detail the actual experiments that were undertaken in a clear and well-organized narrative. The information found in the Methods section serves as background for understanding these descriptions and does not need to be repeated. For each different experiment, the author may wish to provide a subtitle and, in addition, one or more introductory sentences that explains the reason for doing the experiment. In a sense, this information is an extension of the Introduction in that it makes the argument to the reader why it is important to do the experiment. The Introduction is more general; this text is more specific.
Once the reader understands the focus of the experiment, the writer should restate the hypothesis to be tested or the information sought in the experiment. For example, “Atrazine is routinely used as a crop pesticide. It is important to understand whether it affects organisms that are normally found in soil. We decided to use worms as a test organism because they are important members of the soil community. Because atrazine damages nerve cells, we hypothesized that exposure to atrazine will inhibit the ability of worms to do locomotor activities. In the first experiment, we tested the effect of the chemical on burrowing action.”
Then, the experiments to be done are described and the results entered. In reporting on experimental design, it is important to identify the dependent and independent variables clearly, as well as the controls. The results must be shown in a way that can be reproduced by the reader, but do not include more details than needed for an effective analysis. Generally, meaningful and significant data are gathered together into tables and figures that summarize relevant information, and appropriate statistical analyses are completed based on the data gathered. Besides presenting each of these data sources, the author also provides a written narrative of the contents of the figures and tables, as well as an analysis of the statistical significance. In the narrative, the writer also connects the results to the aims of the experiment as described above. Did the results support the initial hypothesis? Do they provide the information that was sought? Were there problems in the experiment that compromised the results? Be careful not to include an interpretation of the results; that is reserved for the Discussion section.
The writer then moves on to the next experiment. Again, the first paragraph is developed as above, except this experiment is seen in the context of the first experiment. In other words, a story is being developed. So, one commonly refers to the results of the first experiment as part of the basis for undertaking the second experiment. “In the first experiment we observed that atrazine altered burrowing activity. In order to understand how that might occur, we decided to study its impact on the basic biology of locomotion. Our hypothesis was that atrazine affected neuromuscular junctions. So, we did the following experiment..”
The Results section includes a focused critical analysis of each experiment undertaken. A hallmark of the scientist is a deep skepticism about results and conclusions. “Convince me! And then convince me again with even better experiments.” That is the constant challenge. Without this basic attitude of doubt and willingness to criticize one's own work, scientists do not get to the level of concern about experimental methods and results that is needed to ensure that the best experiments are being done and the most reproducible results are being acquired. Thus, it is important for students to state any limitations or weaknesses in their research approach and explain assumptions made upfront in this section so the validity of the research can be assessed.
The Discussion section is the where the author takes an overall view of the work presented in the article. First, the main results from the various experiments are gathered in one place to highlight the significant results so the reader can see how they fit together and successfully test the original hypotheses of the experiment. Logical connections and trends in the data are presented, as are discussions of error and other possible explanations for the findings, including an analysis of whether the experimental design was adequate. Remember, results should not be restated in the Discussion section, except insofar as it is absolutely necessary to make a point.
Second, the task is to help the reader link the present work with the larger body of knowledge that was portrayed in the Introduction . How do the results advance the field, and what are the implications? What does the research results mean? What is the relevance? 1 , 3
Lastly, the author may suggest further work that needs to be done based on the new knowledge gained from the research.
Tables and figures are included to support the content of the research paper. These provide the reader with a graphic display of information presented. Tables and figures must have illustrative and descriptive titles, legends, interval markers, and axis labels, as appropriate; should be numbered in the order that they appear in the report; and include explanations of any unusual abbreviations.
The final section of the scientific article is the Reference section. When citing sources, it is important to follow an accepted standardized format, such as CSE (Council of Science Editors), APA (American Psychological Association), MLA (Modern Language Association), or CMS (Chicago Manual of Style). References should be listed in alphabetical order and original authors cited. All sources cited in the text must be included in the Reference section. 1
When writing a scientific paper, the importance of writing concisely and accurately to clearly communicate the message should be emphasized to students. 1 – 3 Students should avoid slang and repetition, as well as abbreviations that may not be well known. 1 If an abbreviation must be used, identify the word with the abbreviation in parentheses the first time the term is used. Using appropriate and correct grammar and spelling throughout are essential elements of a well-written report. 1 , 3 Finally, when the article has been organized and formatted properly, students are encouraged to peer review to obtain constructive criticism and then to revise the manuscript appropriately. Good scientific writing, like any kind of writing, is a process that requires careful editing and revision. 1
A key dimension of NRC's A Framework for K–12 Science Education , Scientific and Engineering Practices, and the developing Next Generation Science Standards emphasizes the importance of students being able to ask questions, define problems, design experiments, analyze and interpret data, draw conclusions, and communicate results. 5 , 6 In the Science Education Partnership Award (SEPA) program at the University of Wisconsin—Milwaukee, we found the guidelines presented in this article useful for high school science students because this group of students (and probably most undergraduates) often lack in understanding of, and skills to develop and write, the various components of an effective scientific paper. Students routinely need to focus more on the data collected and analyze what the results indicated in relation to the research question/hypothesis, as well as develop a detailed discussion of what they learned. Consequently, teaching students how to effectively organize and write a research report is a critical component when engaging students in scientific inquiry.
This article was supported by a Science Education Partnership Award (SEPA) grant (Award Number R25RR026299) from the National Institute of Environmental Health Sciences of the National Institutes of Health. The SEPA program at the University of Wisconsin—Milwaukee is part of the Children's Environmental Health Sciences Core Center, Community Outreach and Education Core, funded by the National Institute of Environmental Health Sciences (Award Number P30ES004184). The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health or the National Institute of Environmental Health Sciences.
No competing financial interests exist.
Making your scientific discoveries understandable to others is one of the most important things you can do as a scientist. You might come up with brilliant ideas, design clever experiments, and make groundbreaking discoveries. But if you can’t explain your work to your fellow scientists, your career won’t move forward.
Back in the early 90s, during my time at the University of California in Irvine , my research led me to a paper citation that seemed relevant to my work. I went to great lengths to get a hold of that paper, which was written in English but not by a native English speaker. Unfortunately, I couldn’t understand it well enough to confirm if the cited information was accurate. I tried contacting the authors multiple times but got no response. As a result, I couldn’t reference their work in my own papers, even though it seemed relevant. Being a good writer is crucial for success in science. Speaking English fluently doesn’t necessarily mean you can write well, even for native speakers. Writing skills improve with practice and guidance. However, simply having experience or guidance won’t make you a better writer unless you put in the effort to write.
1. organize your thoughts, ideas, and actions in a logical manner.
Begin with sufficient background information to take your reader along the pathway from your observations to your hypothesis. Describe the background to appeal to a broad group of readers. Provide sufficient context to communicate the significance of your inquiry and experimental findings. Omit extraneous information so that the reader can obtain a clear picture. Group similar ideas together and state your ideas and thoughts concisely. Present ideas in a consistent manner throughout the manuscript. The most common structure of a scientific manuscript is the IMRAD (Introduction, Methods, Results, and Discussion) format.
Repeat complex concepts as needed, explaining them from various angles. Begin with simplicity, advancing complexity as required for comprehension. Tailor your writing to your audience’s level of expertise, whether they understand specialized terms or require prior explanations. Keep your explanations straightforward.
Utilize clear, straightforward language to ensure that both students and researchers, regardless of their field or English proficiency, can easily comprehend and engage with your research.
Note that this article mentions â concise writing â several times. Avoid lengthy or needless descriptions and paragraphs, as nobody values them.
In science writing, it is important to know when to use passive and active voice. Using active voice makes your writing more natural, direct, and engaging, and you should employ it when discussing widely accepted findings. The Introduction section should primarily employ active voice because it narrates “what is.” However, when discussing the results of a particular study, it’s advisable to use passive voice. In the Methods and Results sections, passive voice should be employed to describe what you did and what you found. In the Discussion section, a mixture of passive and active voice is acceptable, but take care not to mix the 2 together in a single sentence.
Selecting the appropriate words can be challenging. The best words accurately capture what the author is trying to convey. If a word is not sufficiently precise, use a thesaurus to replace the word or phrase with a more appropriate word. Precise words allow for specific, clear, and accurate expression. While science writing differs from literature in that it does not need to be colorful, it should not be boring.
Use clear, specific, and concrete words. Expand your vocabulary by reading in a broad range of fields and looking up terms you donât know.
Filler words are unnecessary words that are vague and meaningless or do not add to the meaning or clarity of the sentence. Consider the following examples: â it is â, â it was â, â there is â, and â there has been â, “ it is important “, â it is hypothesized that “, â it was predicted that “, “ there is evidence suggesting that “, â in order to â, and “ there is a significant relationship “. All of these phrases can be replaced with more direct and clear language. See our list of words and phrases to avoid here .
Ensure you vary sentence length to maintain reader engagement and avoid a monotonous rhythm. However, don’t create excessively long or convoluted sentences that might hinder the reader’s comprehension. To enhance readability, consider reading the manuscript aloud to yourself after taking a break or having someone else review it.
Each paragraph should present a single unifying idea or concept. Extremely long paragraphs tend to distract or confuse readers. If longer paragraphs are necessary, alternate them with shorter paragraphs to provide balance and rhythm to your writing. A good sentence allows readers to obtain critical information with the least effort.
Poor sentence structure interferes with the flow. Keep modifiers close to the object they are modifying. Consider the following sentence: â Systemic diseases that may affect joint function such as infection should be closely monitored. â In this example, âsuch as infectionâ is misplaced, as it is not a joint function, but rather a systemic disease. The meaning is more clear in the revised sentence: â Systemic diseases such as infection that may affect joint function should be closely monitored. â
Sentences and paragraphs should flow seamlessly. Place transitional phrases and sentences at the beginning and end of the paragraphs to help the reader move smoothly through the paper.
Avoid repetitive use of the same word or phrase; opt for a more descriptive alternative whenever possible. Ensure that you do not sacrifice precision for variability. See our science-related Word Choice list here .
Although in many cases it is no longer necessary to format your manuscript for a specific journal before peer review, you should pay attention to formatting for consistency. Use the same font size throughout; format headings consistently (e.g., bolded or not bolded, all uppercase or not, italicized or not); and references should be provided in an easy-to-follow, consistent format. Use appropriate subheadings in the Materials and Methods, and Results sections to help the reader quickly navigate your paper.
Your hypothesis, experimental measures, and results should be presented in the same order in the Abstract, Introduction, Methods, Results, Discussion, and Tables. Words or phrases joined by coordinating conjunctions (and, but, for, nor, or, so, and yet) should have the same form.
Measures and variable/group names and labels should be consistent in both form and content throughout the text to avoid confusing the reader.
Only use abbreviations/acronyms to help the reader more easily understand the paper. Follow the general rule of utilizing standard, accepted abbreviations/acronyms that appear at least 3 times in the main text of the paper. Always ask yourself, “Does this benefit me or the reader?” Exceptions might be applicable for widely-used abbreviations/acronyms where spelling them out might confuse the reader.
Make sure every pronoun is very clear, so the reader knows what it represents. In this case, being redundant may contribute to the clarity. Donât refer to ‘this’ or ‘that’ because it makes the reader go back to the previous paragraph to see what ‘this’ or ‘that’ means. Also, limit or avoid the use of âformerâ and latterâ.
To assess the rhythm and identify repetitive words and phrases both within and between sentences and paragraphs, read your final paper aloud. Frequently, you will encounter unnecessary words that can be removed or substituted with more suitable alternatives.
Remember, your writing is your chance to show the scientific world who you are. You want to present a scholarly, clear, well-written description of your interests, ideas, results, and interpretations to encourage dialogue between scientists. Change your goal from that of simply publishing your manuscript to that of publishing an interesting manuscript that encourages discussion and citation, and inspires additional questions and hypotheses due to its fundamental clarity to the reader.
Want MORE Writing Tips?
Subscribe to our newsletter!
Email (required) *
Recent Articles
Learn key errors to dodge in your science manuscript for a successful publication. Discover expert tips in our 4-minute read guide.
Explore our top 6 tips to successfully publish in elite English language science journals, from selecting the right journal to submission.
Explore the pros and cons of using AI in academic writing. Learn how AI tools can enhance efficiency, improve writing quality, and streamline research.
At SciTechEdit, we are committed to delivering top-notch science editing services to enhance the impact and clarity of your research. We understand the importance of effective communication in the scientific community, and our team of experienced editors is here to help you refine and elevate your scientific manuscripts.
When undertaking science related courses, you are bound to come across a science essay or paper that you are required to write. Whether it is on an already selected topic or your own doesnât matter â you need to know how it should be done. This text provides some useful information on this and can guide you on the dos and donâts of writing a science paper so that you can get a good grade for your work.
Basically, it is a paper in which students analyze a scientific problem and then try to find a solution based on factual data and maybe give some of their opinions on the matter too. Scientific essays differ from other essays in terms of the freedom they grant. Scientific essays seek out objectivity pragmatism and factual knowledge. There is little to no room for the writer to express themselves unlike other types of essays. Your analysis and judgment skills are tested here.
The content of this kind of essay is slightly different, but some of the rules still apply. For example, you need to make a good first impression in the introduction part. You should try to get the readerâs attention as early as possible when writing a science essay. Therefore, you should start by introducing the thesis so that the reader knows what your paper is about from the very beginning. It is advisable to avoid giving unnecessary descriptions. What is more, do not make your reader comb through half a page trying to figure out what you are talking about, so just be precise.
If you want to write a qualitative science paper, consider the following tips since they will be definitely useful in the writing process:
Read and re-read the question and analyze it to make sure you understand what you are expected to have in your essay. Figure out how the question is supposed to be answered.
Have enough accurate information before you start your essay. This will serve to strengthen your argument.
Have an outline for your essay before you start.
Make sure you explain all the uncommon terms that you use in your essay.
It is quite easy to get carried away in this type of work. A student might find themselves describing what they had already mentioned or using the same phrases multiple times. This might bore the reader.
The outline of an essay is the foundation on which the essay is built. Every idea and thoughts that are to appear in the essay should first be written down in the essay outline. The outline helps you plan the order in which the different sections of your essay should be arranged. Having an outline can save you much time when writing and will also serve to keep you on track with the main purpose of the essay.
When writing an essay, having a good structure is crucial. The three main parts of an essay are the introduction, the body, and the conclusion. An essay structure is built around these parts and should help you arrange your work in a logical order to make it easy for the reader to navigate through your work.
Here is also a helpful algorithm of dealing with a science paper:
Your introduction should dictate the direction that your essay will take. Here you should provide some background information and clearly state the problem to be discussed, and solutions sought out. Start wide by providing adequate information that will enable even a person outside the field to understand what your work is about. From here you are supposed to narrow down the field until you reach the question you are addressing. Highlight your viewpoint but do not go too deep. Be precise in your writing and avoid giving too much information that is not needed in the introduction.
The body of your essay should follow the path left by the introduction. The body should be well arranged according to the structure you created to guide you. The outline should dictate how the points follow each other in your essay. Each paragraph should start with a certain aspect of the topic it will address. It is advisable to have only one argument or to focus on only one point in each paragraph. The paragraphs should be well linked to each other to provide the desired flow in your essay. Simple language will go a long way in making your case and providing the reader with a better understanding of your work.
Ending a science essay well is the easiest to accomplish of the three parts. The conclusion should review and summarize all the main points of your essay. You can also highlight the practical potential of your discoveries and how they can impact society. It is always a good idea to restate the thesis in the conclusion as a subtle reminder of what the essay was about but does not repeat it in the same words as in the introduction. You can give your final opinions wrap up your thoughts so that the readers know where you stand on the matter.
You should also do the following when writing the paper. Firstly, avoid plagiarism, which is currently easily detectable. Do not risk the consequences and make sure you are familiar with the definitions of plagiarism in your school or college. Secondly, provide necessary citations when you use other peopleâs words and their works of literature. Thirdly, verify your sources of information. Since science essays rely on facts, falsified information can cost a student a grade in an essay.
What is more, proofread your work to identify any mistakes in spelling and grammar or if possible run your work through grammar and spelling checking websites to avoid common mistakes, or you can even ask a friend to proofread your paper. Finally, use presentation methods where necessary. Make use of diagrams, images, and tables where it is needed to give your work a more professional feel.
In case you need any further assistance in writing your essay, our legit essay writing service is ready to help you. We can provide customized science essays for any topic and assure quality and confidentiality to all. So if you need help, contact us today!
Writing a science essay as a student can sometimes feel daunting. It requires a solid understanding of the topic along with good writing skills. However, many science students tend to struggle with essay writing. But here’s the good news â you don’t have to worry! With the right steps and tips, you can effortlessly craft an engaging and informative science essay. This blog will guide you through the essential steps, from topic selection to presenting your final work. Let’s dive in and get started!
A science essay focuses on a scientific topic from physics, chemistry, biology, or any other scientific field. These custom essays can be expository, descriptive, or exploratory.
Expository science essays explain a chosen topic in detail, relying on established knowledge. Descriptive science essays aim to describe scientific phenomena based on existing information. Exploratory science essays go beyond current theories, exploring new interpretations.
Before you begin writing, check the instructions provided by your instructor. It’s important to clarify whether your science essay should be expository or exploratory. If you encounter any difficulties, consider seeking assistance from a science essay writer.
Now, let’s delve into the steps you should follow to write a science essay.
Writing a science essay is simpler than you think. Just follow these steps to create an impressive piece that meets the assigned criteria. Here’s what you need to do:
Choosing the right topic is crucial for crafting a captivating and well-written essay. So, make sure to select something intriguing and relevant to your field of study. To find inspiration, brainstorm ideas related to the subject matter. You can also explore science essays or articles on the same topic. Remember, a unique and concise topic will set your essay apart and make it truly outstanding.
When you’ve selected your topic, dive into thorough research to build a compelling argument or discussion for your essay. Use reliable sources and cite them correctly. Take notes during your research for easy referencing when writing. Alternatively, you may seek help from an essay writing service for expert assistance with citations.
Having a solid outline is crucial for organizing your ideas and guiding you through the writing process. It ensures that you don’t overlook any essential points while helping you maintain a logical flow in your paper. Your outline should strike the right balance between being detailed enough to provide guidance and being adaptable to accommodate improvements in your structure. Keep in mind that a well-structured paper is easier to write and more coherent for your readers. So embrace the power of outlining and enhance your writing journey.
Once you have a solid outline, begin writing your essay by following your plan. The first step is to draft your thoughts on paper without fretting over grammar or spelling errors. Introduce the topic, support your argument with evidence and examples, and don’t stress if your first draft isn’t flawlessâit’s just a starting point!
After completing your initial draft, make sure to allocate sufficient time for proofreading and editing. Proofreading involves meticulously checking for any grammatical and spelling errors in your essay. On the other hand, editing focuses on assessing the structure, organization, and content. Both proofreading and editing are crucial for generating a top-notch essay. Prioritize ample time for these steps to ensure exceptional quality in your final submission.
Format your revised essay according to your instructor’s guidelines. This includes using a specific font size, page margins, and citation style. Most science essays use Times New Roman font, 12-point size, and double spacing. The margins should be 1 inch on all sides, and the text should be justified. Additionally, remember to properly cite your sources using recognized citation styles like APA, Chicago, or Harvard. Adhering closely to these guidelines will result in a professional-looking, informative, and well-structured science essay that meets the required criteria.
A science essay consists of an introduction, body, and conclusion.
Introduce the topic and provide an overview of the essay. State the thesis or main argument. For a science essay, a thesis could be, “The human body’s incredible feats are showcased through Olympic athletes.”
The body contains the main argument or discussion, divided into paragraphs. For example, discuss the physical capabilities of the human body, the benefits of sports, and use case studies to support your points.
Summarize the main points and provide closure. Restate the thesis, summarize arguments, and suggest implications or applications of the ideas in the essay.
By following this structure, you’ll create a well-organized essay. Check out example essays to see this structure in practice.
Choosing an appropriate science essay topic is crucial for writing a successful paper. Here are some engaging topics to consider:
Science essay topics can encompass a wide range of subjects, including space exploration, chemistry, and biology. Choose a topic that interests you and continue reading for tips on crafting a successful essay.
Once you’ve selected a topic and reviewed examples, it’s time to start writing your science essay. Here are some tips for success:
Thoroughly research: Before you begin writing, conduct extensive research to ensure the accuracy and credibility of the information you include.
Use clear language: Avoid jargon or overly technical terms. Instead, aim for plain language that is easy to understand and engaging for readers.
Provide references: Always acknowledge other people’s work by including proper references. This establishes credibility and highlights the reliability of the evidence you use.
Structure your essay: Follow the basic essay structure and organize your thoughts into clear sections. This improves the flow and enhances readability.
Seek proofreading assistance: It’s a good idea to have someone else proofread your work to catch any mistakes you might have missed.
These tips will help you create a well-written and informative science essay!
You’ve got the steps to write a successful science essay and examples to kickstart your journey. Remember to research, communicate clearly, structure your thoughts, and proofread. With these tips, you’ll create an outstanding science essay! Need expert help? Our essay writing service is here for you. Our professional writers guarantee top-notch quality. Reach out now to get started!
Skip to Content
1. Keep it real. Itâs normal to want to make a good impression on the school of your choice, but itâs also important to show who you really are. So just be yourself! Compelling stories might not be perfectly linear or have a happy ending, and thatâs OK. Itâs best to be authentic instead of telling schools what you think they want to hear.
2. Be reflective . Think about how youâve changed during high school. How have you grown and improved? What makes you feel ready for college, and how do you hope to contribute to the campus community and society at large?
3. Look to the future. Consider your reasons for attending college. What do you hope to gain from your education? What about college excites you the most, and what would you like to do after you graduate? Answering these questions will not only give colleges insight into the kind of student youâll be, but it will also give you the personal insight youâll need to choose the school thatâs right for you.
Have questions about college prep? We're here to help.
Written by CU Boulder Office of Admissions
The University of Colorado does not discriminate on the basis of race, color, national origin, sex, age, pregnancy, disability, creed, religion, sexual orientation, gender identity, gender expression, veteran status, political affiliation, or political philosophy. All qualified individuals are encouraged to apply. You may view the list of ADA and Title IX coordinators  and review the Regent policy .
As a student or prospective student at CU Boulder, you have a right to certain information pertaining to financial aid programs, the Clery Act, crime and safety, graduation rates, athletics and other general information such as the costs associated with attending CU Boulder. To view this information visit colorado.edu/your-right-know .
Apply for Admission
Visit Campus
Support CUÂ Boulder
By Stack Commerce
Posted on Aug 15, 2024 9:00 AM EDT
We may earn revenue from the products available on this page and participate in affiliate programs. Learn more âș
Did AI write this article? Noâyouâd be able to tell. Tools like ChatGPT are notorious for writing text that sounds robotic, repetitive, and just plain awkward. If youâve ever had it write your emails or essays (we wonât tell), you already know how bad it is.
But you might be able to fool some people with this tool that writes realistic AI text . Ironically, Undetectable Humanizer is still AI, but itâs trained in a different way to make the speech sound far more human. Get lifetime access for $39.99 (reg. $1,080) and never pay recurring fees.
Gone are the days of editing ChatGPT’s output to make it sound lessâŠbad. Now, you can save time by selecting a humanizer tool, optimizing a few settings, and hitting generate. The algorithms behind Undetectable Humanizer are built to help you get around AI detectors , though it canât guarantee you wonât get busted by your professors or Google.
Or, maybe you donât want the tool for any funny business. You could use it to optimize your thesis sentence, write a strong introduction, or just have it edit your essay for readability. We would hardly consider that cheating.
Content creators, small business owners, and SEO specialists will love the other undetectable AI writers optimized for different use cases. Thereâs one for ranking better on Google, improving readability for your online audience, and boosting conversion rates.
Maybe AI wrote this article after all. You probably wouldnât be able to tell if we used Undetectable Humanizer for AI text . Give it a try yourself with this $39.99 lifetime subscription (reg. $1,080).
StackSocial prices subject to change.
As radioisotopes power the Perseverance rover to explore Mars, perseverance âpoweredâ three winners to write essays each year till they achieved their mission goal of winning NASAâs Power to Explore Challenge . These students explored behind the scenes at NASA's Glenn Research Center and Great Lakes Science Center (GLSC) in Cleveland after writing the top essays in the national contest.
The competition for kindergarten through 12th grade students focuses on the enabling power of radioisotopes. Students were challenged to learn how NASA has powered some of its most famous science missions and to dream up how their personal âsuperpowerâ would energize their own radioisotope-powered science mission.
Judges narrowed down over a seventeen hundred creative essays to 45 semi-finalists, who received prize packs, nine finalists, who participated in a videoconference with NASA experts, and three winners, who were awarded with a visit to NASA Glenn.
Dr. Wanda Peters
Acting Deputy Director, NASA's Glenn Research Center
âIâm so impressed by the work of these talented young students,â said Dr. Wanda Peters, acting deputy center director at NASA Glenn. âItâs wonderful to see their interest, innovation, and creativity at this stage in their lives. Our future is bright!â
Rainie Lin , the kindergarten through fourth grade winner; Aadya Karthik , the fifth through eighth grade winner, and Thomas Liu , the ninth through 12th grade winner, toured several research facilities including the Electric Propulsion and Power Laboratory , Telescience Support Center , Graphics and Visualization Lab , and Simulated Lunar Operations Lab . Along the way, they met with engineers and researchers to learn about NASAâs missions and the technologies that are innovating exploration.
The next day students and their families traveled to GLSC, which houses NASA Glennâs Visitor Center. Accompanied by members of NASAâs Radioisotope Power Systems (RPS) team, the group toured the visitor center and explored the many interactive displays.
âIt was our pleasure to host the three student winners of The Power to Explore Challenge, and I hope that this visit will further inspire and motivate them to pursue their interests in science and exploration,â said Carl Sandifer, manager for NASAâs RPS Program. "We are so impressed by the ideas and quality of the essays submitted this year and we canât wait to what new ideas student come up with for next yearâs challenge!â
The Power to Explore Challenge asked students to learn about the RPS, one of NASAâs ânuclear batteriesâ it uses to explore some of the most extreme destinations in our solar system and beyond. Students then wrote about their own power to achieve goals in 250 words or less.
NASA will hold its fourth-annual Power to Explore Challenge later this fall. For more information on the challenge visit: The Power to Explore Writing Challenge homepage .
ABOUT THE CHALLENGE:
Power to Explore is a national essay challenge that asks students in grades K-12 to learn about Radioisotope Power Systems (RPS), a type of ânuclear batteryâ that NASA uses to explore some of the most extreme destinations in our solar system and beyond, and then write about, in 250 words or less, an RPS-powered space mission that would energize their space exploration dreams.
ABOUT FUTURE ENGINEERS:
Future Engineers hosts online contests and challenges for K-12 students. Previous challenges have helped produce historic achievements â from naming NASAâs Perseverance rover to manufacturing the first student-designed 3D print in space. All challenges are offered free for student and classroom participation. For more information, visit futureengineers.org . Follow Future Engineers on Twitter , Facebook , and Instagram .
Media Contact: Kristin Jansen Public Affairs Specialist Office of Communications NASA RPS Program Phone: 216-296-2203 Email: [email protected]
Radioisotope Power Systems
About Plutonium-238
Radioisotope Power Systems Missions
Radioisotope Power Systems Safety and Reliability
ASU researchers generate largest publicly available human-AI team research dataset in history using the popular video game
Using Minecraft allowed researchers to design complex and highly dynamic tasks in a simulated urban search and rescue mission â such as a fire sweeping through a small town. Illustration by Andy Keena
Despite all the mind-blowing things artificial intelligence already can do â from writing essays and creating visual art to assisting doctors with diagnosing disease â it still lacks a basic understanding of what makes humans tick.
AI can make quick, lifesaving decisions â such as finding the fastest route to victims in a collapsed building â but it cannot understand why the rescue team diverts from that route or predict how the team might act in certain situations.
Current AI is a good tool but a poor teammate, because of its lack of human understanding.
That is why the research and development arm of the U.S. Department of Defense, the Defense Advanced Research Projects Agency (DARPA), is exploring new ways to build social skills in AI systems that would allow humans and machines to work effectively together.
And clues on how to create machines with social intelligence have been found in an unexpected place: the popular video game Minecraft.
Arizona State University researchers teamed up with Aptima â a company that develops solutions to optimize and improve human performance in mission-critical, technology-intensive settings â during a four-year program funded by DARPA called Artificial Social Intelligence for Successful Teams, or ASIST. The project aims to improve the social intelligence of artificial intelligence and make it better able to assist teams of humans working in complex environments, including national security missions.
Researchers from the Center for Human, Artificial Intelligence, and Robot Teaming , or CHART âpart of ASUâs Global Security Initiative â generated data from 1,160 Minecraft games, which represents the largest publicly available humanâAI team research dataset in history.
CHART is at the forefront of a new science of human, AI and robot teaming. It synthesizes research across computer science, robotics, law, art and social science to create human-machine systems that will revolutionize how we ensure national security.
âTypically, team research is statistically underpowered because itâs hard to schedule and convene participants at the same time,â says Nancy Cooke , CHART senior scientific advisor and principal investigator on ASUâs portion of the project. âBut we found special ways of recruiting participants by hosting Minecraft competitions and virtual hackathons and giving awards to high performers.â
More than 200 participants â including representatives from the Massachusetts Institute of Technology; Cornell; the University of Southern California; and Carnegie Mellon University â played a role in the ASIST research. ASIST is one component of a broader DARPA initiative called AI Forward, which is taking a deep look at how to reliably build trustworthy AI systems by examining AI theory, AI engineering and human-AI teaming.
One aspect of this approach centers on developing AI machines that function more as colleagues than just tools to execute human-programmed rules.
To envision AI as a colleague versus a ChatGPT answer box, consider the "Star Trek" character Data, a self-aware and sentient android who serves as the second officer and chief operations officer aboard the starship Enterprise.
âData can interact with human beings, kind of understand their feelings and anticipate what theyâre asking for,â says Jamie Gorman , CHART director and professor of human systems engineering in The Polytechnic School . âGetting AI to where itâs almost thinking like a human in a certain way is a problem that really canât be addressed using current science and requires key theoretical and technical innovations â a major leap forward.â
One of the things CHART does really well is taking an interdisciplinary approach. Not only human factors engineering, but also pulling in psychological perspectives and understanding the computational and AI side of things. Theyâre very willing to embrace innovative methods. The way we pivoted and ended up using a large-scale online game competition was something few academic labs could have accomplished. Adam Fouse Principal research engineer and senior director of the Performance Augmentation Systems Division at Aptima
Teaching machines social intelligence is no small feat. As humans, we have a skill called the theory of mind. It involves understanding that other people have intentions, desires, beliefs, perceptions and emotions that may be different than our own and can affect their actions and behaviors. People use theory of mind when analyzing, judging and inferring othersâ behaviors â a crucial skill for success in everyday social interactions and effectively collaborating in a team.
âIf you want AI to function as a teammate, it needs to have social intelligence,â Cooke says. âIt needs to understand the intent of human teammates, what theyâre doing and if they need help. But AI is a completely different type of intelligence. Humans have a lot of experience understanding their fellow humans, and they can empathize with whatâs happened to them and what they need. AI doesnât have that kind of social and emotional intelligence.â
To bridge the gap between man and machine, DARPA envisions computer-based agents that can observe the human team and their environment, infer teammatesâ goals and plans, and advise the team in ways that fit the human perspective as conditions change.
Itâs a tall order, so how could the popular video game Minecraft, with more than 166 million active players, provide answers?
âAt the time we started human subjects testing, it was 2020, right in the middle of COVID,â says Myke Cohen , an ASU graduate research associate and PhD student who worked on the project. âWe couldnât do in-person data collection. We couldnât develop our own systems. Part of the solution was to look at Minecraft because itâs not just a very popular game, itâs a very easily customizable game, and we were able to collect the data we wanted from it.â
âOne of the things CHART does really well is taking an interdisciplinary approach. Not only human factors engineering, but also pulling in psychological perspectives and understanding the computational and AI side of things. Theyâre very willing to embrace innovative methods," says Adam Fouse, principal research engineer and senior director of the Performance Augmentation Systems Division at Aptima. "The way we pivoted and ended up using a large-scale online game competition was something few academic labs could have accomplished.â
Minecraft allowed researchers to design complex and highly dynamic tasks in a simulated urban search and rescue mission. In one scenario, a fire sweeps through a small town, putting peopleâs homes and lives at risk. The response team arrives and must operate as a unit to make quick, lifesaving decisions.
But what happens if one member of the team is not a person, but a virtual agent? ASU researchers transformed the experiment data into useful data stories that shed light on the state of artificial intelligence as a team member.
âThrough ASIST, we saw the ability of AI to dynamically inject the right information at the right time was a bit limited,â Fouse says. âHaving AI be a real-time dynamic team member is something that is still in the future of AI.â
The dataset that the ASIST project yielded will fuel future research for government, academia and industry alike.
âOne of our successes was establishing a model for looking at human-AI teams,â Fouse says. âWe combined researchers from many different areas: AI, computer science, social science and human factors, engineering and psychology. ASIST is a resource for future study because thereâs a lot of richness to the datasets that havenât been explored.â
Due to advancements in voice cloning technology, the potential to misuse it for election fraud, misinformation, impersonation and identity theft has escalated.Visar Berisha, an associate dean ofâŠ
Corn, a staple food crop consumed by billions of people and animals worldwide, is frequently contaminated by the fungal toxin aflatoxin B1, a highly potent carcinogen produced by the fungusâŠ
A lot can happen in a month.Itâs enough time to learn a new habit or teach an old dog a new trick. And if Tiffany Bao and her team of researchers at Arizona State University get their way, we willâŠ
COMMENTS
Want to learn how to write science essays? This blog is for you! Follow this guide to write a science essay that gets the best grades - With Tips and Examples!
Tutorial Essays for Science Subjects. This guide is designed to provide help and advice on scientific writing. Although students studying Medical and Life Sciences are most likely to have to write essays for tutorials at Oxford, it is important all scientists learn to write clearly and concisely to present their data and conclusions.
Academic words for reporting and connecting ideas To introduce an additional idea
In order to increase the emphasis on effective writing in the classroom, we assembled a succinct step-by-Step guide to scientific writing that can be directly disseminated to undergraduates enrolled in biological science courses.
Writing an Introduction for a Scientific Paper Posted on August 20, 2017 Dr. Michelle Harris, Dr. Janet Batzli, Biocore This section provides guidelines on how to construct a solid introduction to a scientific paper including background information, study question, biological rationale, hypothesis, and general approach.
How do you know when it's time to start working on a paper? What is your overall writing process? Ideally, by the time I start writing a paper I have a strong foundation for why I decided to research this topic, robust results from different experiments that support my idea, and a good overview of how my research advances scientific knowledge.
Toolkit: How to write a great paper Excellent science is an essential ingredient of any great research paper, but concise writing and a clear structure are also crucial.
Scientific Essay Structure Here are some tips to guide you on the structure of a scientific essay: Introduction: The introduction is often the most difficult section to write. Begin with a thesis statement (your key argument in answer to the question), define key words and lay out how your argument will progress through the essay (what will you say in each paragraph?) Main body: Use ...
Longer pieces of writing like extended essays and dissertations may seem like quite a challenge from your regular essay writing. The important point is to start with a plan and to focus on what the question is asking. A PDF providing further guidance on planning Humanities and Social Science dissertations is available to download.
đSign Up for my Essay Writing Masterclass: https://www.doctorshaene.com/essay-masterclassIn this video I run through how to structure a scientific/medical e...
Moreover, this will help you understand how to approach your essays in different ways. Nonetheless, if you want to learn how to write a scientific paper in a successful manner, consider the following tips. What is a scientific essay? Before writing your paper, first and foremost, you need to know and understand what an essay on science is.
How to Write a Scientific Essay When writing any essay it's important to always keep the end goal in mind. You want to produce a document that is detailed, factual, about the subject matter and most importantly to the point. Writing scientific essays will always be slightly different to when you write an essay for [âŠ]
Science writing is indeed a profession full of dedicated individuals doing difficult, painstaking work, and doing it brilliantly. The most accomplished science writers deserve just as much respect as the most accomplished scientists.
The Internet is full of sites with tips on scientific writing and depending on what format you want to pursue (review, summary of a review, analysis etc) there are different ways to structure your text. Here is one example for how to go about writing a scientific essay:
We describe here the basic steps to follow in writing a scientific article. We outline the main sections that an average article should contain; the elements that should appear in these sections, and some pointers for making the overall result attractive and acceptable for publication. Previousarticlein issue. Nextarticlein issue.
This article presents a detailed guide for high school through graduate level instructors that leads students to write effective and well-organized scientific papers. Interesting research emerges from the ability to ask questions, define problems, design ...
18 tips to improve your science writing - organize your thoughts, ideas, and action in a logical manner - simplify word choices - write concisely - more.
A science essay is a piece of writing that requires students to carry out an examination or evaluation of a scientific subject and propose a corresponding solution based on factual evidence.
Introduction Writing is an integral part of science at every stage; it is how we outline a project idea, communicate with collaborators, draft a grant application, synthesize our insights into a manuscript, and share science beyond academia.
Since science essays rely on facts, falsified information can cost a student a grade in an essay. What is more, proofread your work to identify any mistakes in spelling and grammar or if possible run your work through grammar and spelling checking websites to avoid common mistakes, or you can even ask a friend to proofread your paper.
There are 8 modules in this course. This course teaches scientists to become more effective writers, using practical examples and exercises. Topics include: principles of good writing, tricks for writing faster and with less anxiety, the format of a scientific manuscript, peer review, grant writing, ethical issues in scientific publication, and ...
A science essay focuses on a scientific topic from physics, chemistry, biology, or any other scientific field. These custom essays can be expository, descriptive, or exploratory.
Writing the personal essay for your college application can be tough, but we're here to help. Sometimes the hardest part is just getting started, but the sooner you begin, the more time and thought you can put into an essay that stands out. Check out some tips: 1. Keep it real.
Ok they weren't perfect⊠but they definitely worked so... what did i write about??? in my comm app, i wrote about language. my mom's experience in...
Tools like ChatGPT are notorious for writing text that sounds robotic, repetitive, and just plain awkward. If you've ever had it write your emails or essays (we won't tell), you already know ...
Tutorial Essays for Science Subjects It's important for scientists at all stages of their careers to be able to write clearly and concisely, to present their data and conclusions effectively. This guide is designed to provide you with some tips and advice as you write your first tutorial essays at Oxford.
As radioisotopes power the Perseverance rover to explore Mars, perseverance "powered" three winners to write essays each year till they achieved their mission goal of winning NASA's Power to Explore Challenge.These students explored behind the scenes at NASA's Glenn Research Center and Great Lakes Science Center (GLSC) in Cleveland after writing the top essays in the national contest.
Despite all the mind-blowing things artificial intelligence already can do â from writing essays and creating visual art to assisting doctors with diagnosing disease â it still lacks a basic understanding of what makes humans tick.AI can make quick, lifesaving decisions â such as finding the fastest route to victims in a collapsed building â but it cannot understand why the rescue team ...