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What is Alphabet’s record in the following areas of corporate citizenship?

What is Alphabet’s record in the following areas of corporate citizenship? If they have fallen short, how are they addressing the problem? You will find some information about corporate citizenship, including lawsuits outstanding against the company in the “Risks” section of the Annual Report.

Write about:

1-Global production (labor rights/use of prisoners abroad for manufacturing/exporting pollution etc.)

2-Diversity and inclusion (which is associated with greater profitability for companies)

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Links that can help:

https://abc.xyz/investor/static/pdf/20220202_alphabet_10K.pdf?cache=fc81690
https://hbr.org/2017/05/the-ceo-view-defending-a-good-company-from-bad-investors#the-error-at-the-heart-of-corporate-leadership
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Using RStudio, obtain the following descriptive measures for alcohol consumption when drinking alone

You have to use R studio to make this assignment. Look the questions to answer are in the SDM applied project and excel dataset can be found in the excel file attached. A screenshot and r studio needs to be attached to the relevant question.

The College
APPLIED PROJECT – TERM 3 2021
STUDENT NAME STUDENT ID SIGNATURE

UNIT NAME: Statistical Decision Making
UNIT NUMBER: MATH1029
NUMBER OF QUESTIONS: 4
VALUE OF QUESTIONS: Applied project questions are worth 30 marks in total.
ANSWERING QUESTIONS: This applied project is to be completed using RStudio. All handwritten answers are to be written on the space provided in this project.
8 pages INSTRUCTIONS TO STUDENTS
• The file containing the data sets for the following questions can be downloaded from the e-learning site vUWS.
• You should use RStudio to carry out all calculations and statistical analysis which must be shown in the file to be submitted on vUWS. You will be required to submit the R-Script used to perform all the calculations for all the questions. This R-Script should run without errors.
• All answers in this booklet must match your calculations done and submitted in the R-Script.
• To complete this project, you must provide the RStudio outputs for each of the questions.
• Individual projects submitted after the due date will attract a late penalty in accordance with the late penalty policy stated on the Western Sydney University – The College Website.
To upload your R-Script file follow these instructions:
a. Login to “vUWS”.
b. Select the Statistical Decision Making folder.
c. Under the Assessment tab (from the left hand side of the screen), select “Assessment 4:Applied Project (10%)” and select your group.
d. Use “Add attachment” to select the file to be submitted.
e. Double-check to make sure you have the correct file.
f. “Submit” your file.
g. A written hard copy of your applied project containing the
solutions to each question must be handed in by the due date of
this project.
Description of the assignment and data
The assignment centres around a study of drinking habits of young adults.
The data stored in the Microsoft Excel file named SDM AppliedProject 2021.3.xlsx is to be used for the assignment. It can be downloaded from vUWS.
You are to use the data set assigned to you by your teacher to answer all the questions in this assignment.
The data in this file were gathered from young adults aged between 18-30. The participants were surveyed about their drinking behaviour on the previous weeks, while drinking alone, and while drinking with a romantic partner.
The data set comprises of the following variables:
Gender Gender of the participants:
1=Female
2=Male
Age Age of the participants, in years
Alcohol (Drink Alone) Amount of alcohol consumed (per week) by the participants when drinking alone, in standard drinks
Alcohol (Drink with Partner) Amount of alcohol consumed (per week) by the participants when drinking with a romantic partner, in standard drinks
(a standard drink is any drink containing 10 grams of alcohol)
NOTE: The data was randomly created for the sole purpose of this assignment.

Question 1 (6 marks) Marks
In this question you are to investigate the distribution of the amount of alcohol consumption when drinking alone by using descriptive statistics, and a visual depiction of your results.

a) Using RStudio, obtain the following descriptive measures for alcohol consumption when drinking alone. * [2]
i) Mean
ii) Median
iii) Standard deviation
iv) Range
b) Using RStudio, construct a histogram with 5 classes* [2]
You must clearly label the axes and title the graph. [2]
c) Using RStudio, construct a 90% confidence interval for the population mean alcohol consumption when drinking alone*. [2]
* Evidence of work in RStudio is required

Question 2 (8 marks)
It is believed that to reduce the risk of harm from alcohol-related disease or injury, healthy men and women should drink no more than 6 standard drinks a week.
In this question you are to investigate if the average alcohol consumption when drinking alone is within the healthy limit, by carrying out a hypothesis test.

a) Using RStudio, obtain an output for a hypothesis test at a 5% level of significance to determine if the alcohol consumption when drinking alone is less than 6 standard drinks. (Assume that the amount of alcohol consumption when drinking alone are normally distributed). * [2]

b) Using the information in the output, conduct a hypothesis test at a 5% level of significance to determine if the alcohol consumption when drinking alone is less than 6 standard drinks:
i) State the null and alternative hypothesis [1]
ii) State the test statistic including the degrees of freedom [1]
iii) State the decision rule [1]
iv) State the p-value [1]
v) State the decision by giving reasons [1]
vi) Write down the conclusion [1]
* Evidence of work in RStudio is required

Question 3 (8 marks)
In this question you are to investigate if there is a significant difference between the alcohol consumption when drinking alone and when drinking with a partner, by carrying out a hypothesis test for the paired difference.
Marks
a) Using RStudio, obtain an output for a hypothesis test at a 10% level of significance. Assume that the paired differences are normally distributed. * [2]

b) Using the information in the output, conduct a hypothesis test at a 10% level of significance to determine if the alcohol consumption differs significantly when drinking alone and when drinking with a partner:
i) State the null and alternative hypothesis [1]
ii) State the test statistic including the degrees of freedom [1]
iii) State the decision rule [1]
iv) State the p-value [1]
v) State the decision by giving reasons [1]
vi) Write down the conclusion [1]

* Evidence of work in RStudio is required

Question 4 (8 marks) Marks
In this question you are to investigate if there is a correlation between the age and the alcohol consumption (when drinking alone), by performing a regression analysis.
a) Using RStudio, obtain a linear regression output. You must include both the graphical display and statistical analysis summary. * [2]
b) By examining the scatter plot discuss if there is a correlation between the age and the alcohol consumption (when drinking alone). [2]
c) State the coefficient of determination. [1]
d) Obtain the correlation coefficient. [1]
e) Discuss the correlation between the age and the alcohol consumption (when drinking alone) by referring to the numerical values obtained in part c) and part d). [2]
* Evidence of work in RStudio is required

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points at 1000 psia and 500 psia with the following data in both vertical and horizontal cases

Using the Beggs and Brill model, find the length of pipe between the points at 1000 psia and 500 psia with the following data in both vertical and horizontal cases. Compare the results for the flow pattern, liquid hold up and the pipe length in both cases. The flow and PVT data at average T and P conditions are given as:

QO=400

GLR=500 scf/STB Qw=600 bbl/D (STB/D) API=22

Gas gravity= 0.65

D= 1.995 in Bo=1.063 Rs= 92 scf/STB Z=0.91

μL= 17 cp

μw= 0.63 cp μg= 0.013 cp σL= 30 dyns/cm σw= 70 dyns/cm

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Using your knowledge of BITS, determine the functional dependencies that exist in the
following table.

Exercise “Project” -2
1. Using your knowledge of BITS, determine the functional dependencies that exist in the
following table. After determining the functional dependencies, convert this table to an
equivalent collection of tables that are in third normal form:



2. List the functional dependencies in the following table that concern invoicing (an
application BITS is considering adding to its database), subject to the specified
conditions. For a given invoice (identified by the InvoiceNum), there will be a single
client. The client’s number, name, and complete address appear on the invoice, as does
the date. Also, there may be several different tasks appearing on the invoice. For each
task that appears, display the TaskID, description, category, and price. Assume that each
client that requests a particular service task pays the same price. Convert this table to an
equivalent collection of tables that are in third normal form:



3. BITS wants to store information about the supervisors, including their supervisor number
and the relationship to consultants. Supervisors can work with multiple consultants, but
consultants only have one supervisor. In addition, supervisors specialize in working with
clients in specific task categories. Using this information, convert the following
unnormalized relation to fourth normal form:

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Add appropriate comments to your code created, following machine learning best practices for clean coding: https://towardsdatascience.com/clean-machine-learning

You need a Google account to do this assessment. You can create a free Google account here: https://myaccount.google.com/. 

Once created, you need to navigate to the Google created lab: “Intro to Modelling” here: https://colab.research.google.com/github/google/engedu/blob/master/ml/fe/exercises/intro_to_modeling.ipynb?utm_source=ss-dataprep&utm_campaign=colab-external&utm_medium=referral&utm_content=intro_to_modeling

In addition to following the instructions outlined in the lab, you must: 

• Implement a possible solution to each of the tasks outlined in the lab 

• Add appropriate comments to your code created, following machine learning best practices for clean coding: https://towardsdatascience.com/clean-machine-learning-codebd32bd0e9212 

• Identify various different models that would be appropriate to use as alternatives for the tasks presented by the lab by varying hyperparameters and features. There is also an opportunity for you to create your own custom model by using different regressor functions  within TensorFlow. 

For more details, see: https://www.tensorflow.org/tutorials/customization/basics 

• Familiarise yourself with the assessment’s rubric to understand how the various assignment grades are assigned. 

• Produce a manual of 500 words in length outlining: 

o The answers to the questions posed in each of the tasks within the lab.

 o The choice of models you made during your assessment including the various hyperparameters you chose and feature engineering performed for the appropriate task. 

o An analysis of the various models created and an evaluation of their efficiency

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Calculate the accumulated depreciation balance at the end of the second year using each of the following depreciation bases: (a) straight-line

Assessment Weight: 50 total marks
Instructions:
• All questions must be answered by using the answer boxes provided in this paper.
• Completed answers must be submitted to Blackboard by the published due date and time.
Submission instructions are at the end of this paper.
Purpose:
This assessment consists of six (6) questions and is designed to assess your level of knowledge of the key topics covered in this unit

Question 1 (7 marks)
Miss Nancy started a lawn moving business in Gold Coast, Queensland, Australia. For this purpose, she purchased a group of new lawn mowers for $20 000. The accountant of Miss Nancy told her that she must have to decide the useful life and residual value of these new lawn mowers. After an initial consultation with the stakeholders, she decided that the mowers to last five years and have negligible resale value at that point. The business plan projects cutting 5000 lawns over five years. The yearly projection is as follows:
• 1st Year: 500 lawns,
• 2nd Year: 1 000 lawns,
• 3rd Year: 1 200 lawns,
• 4th Year: 1 800 lawns, and
• 5th Year: 500 lawns.
Required:

  1. Calculate the accumulated depreciation balance at the end of the second year using each of the following depreciation bases: (a) straight-line [1.5 Marks]; (b) reducing balance (25 per cent rate) [2 Marks]; and (c) units-of-production [1.5 Marks].
  2. Based on your calculations, which depreciation basis would produce the highest retained profits at the end of the second year? (2 Marks)
    ANSWER: ** Answer box will enlarge as you type
    Question 2 (7 marks)
    We have discussed the accounting for liabilities in Week 10 and 11. Based on this discussion, please explain the relationship between liabilities and expenses. Provide five examples where they both increase at the same time (4 Marks). Why are some liabilities interest-bearing and others are not (3 Marks). [Words Limit: Up to 100 Words]
    ANSWER:
    Question 3 (11 marks)
    The accountant of ABC Limited has prepared the following unadjusted trial balance of ABC Limited on 30th June 2021.
    Yellow Limited
    TRIAL BALANCE
    AS AT 30th JUNE 2021
    Accounts Debit ($) Credit ($)
    Cash at bank 13 985
    Account receivables 26 200
    Prepaid insurance 3 900
    Office Supplies 4 680
    Office equipment 14 100
    Accumulated depreciation – equipment 2 850
    Accounts payable 315
    Salary payable
    Unearned service revenue 1 230
    Loan payable 10 500
    Capital 33 300
    Drawings 60 000
    Service revenue 159 270
    Salary expenses 66 000
    Depreciation expenses – equipment
    Miscellaneous expenses 18 600
    TOTAL 207 465 207 465
    The following additional information is available at the end of June for adjustments:
    • Mr Emmanuel is working as the inventory clerk. He performs the physical count of the office supplies on 30th June 2021. This physical count reveals that the unused office supplies of $550 are on hand.
    • The rate of depreciation for the office equipment is 15% per annum and ABC Limited used the straight-line method of depreciation.
    • Of the $1230 unearned service revenue, $300 is still unearned
    • 60% of prepaid insurance is expired during this period.
    • Salaries owed but not yet paid $1920.
    • Provided consultancy service of $2000 on credit. This was not recorded for the month.
    Required:
    a) Prepare adjusting entries at the end of 30 June, 2019. (6 marks)
    b) Calculate the balance of the total revenue of the company after adjustment. (2 marks)
    c) Explain why accrual accounting adjustments are required? (3 marks)
    ANSWER:
    Question 4 (11 marks)
    HARDA Limited is a retailer of office stationery and art supplies. The internal auditor of the business is concerned about the inventory management of the speciality pen (a product with the highest level of sale). The following information is extracted from the records of HARDA Limited. The company uses the perpetual inventory system to record the inventory of its products. Its monthly reporting date is 30 October.
    Date Purchased Sold Balance
    1/10 600 @ 5.00
    6/10 400 @ 5.20
    15/10 800 @ 10
    20/10 600@4.75
    25/10 400@12
    30/10 100 (Sales Return from 25/10 Sales)
    Total 1000 1100
    Required:
    a) Complete the inventory stock record below for the speciality pen of HARDA Limited. All transactions occurred in the month of October. Ignore GST. (7 marks)
    b) Calculate the Cost of Sales (COS) for 30 October, assuming the FIFO Method. (2 mark)
    c) Calculate the Ending Inventory on 30 October, assuming the FIFO Method. (2 mark)
    (Note: please write your answers in by completing the table, as provided below.)
    Date Purchases Cost of Goods Sold Balance
    Units Unit
    cost Total
    $ Units Unit cost Total
    $ Units Unit cost Total
    $

ANSWER:
Question 5 (7 marks)
The accountant of Paul Shop Fitter Private Limited has provided the following data on the Assets, Liabilities, Equity, Income and Expense amounts as at 30th June 2021.
$ $
Equipment 221,800 Supplies 84,200
Prepaid Insurance 24,000 Cash in Bank 88,400
Accounts receivable 182,800 Accounts payable 101,100
Capital ? Bank loan 30,000
Service income 1,158,000 Salary expense 483,000
Advertising expense 15,000 Supplies expense 142,500
Required:
a) Prepare a Balance Sheet in the narrative (vertical) format as at 30th June 2021. (5 marks)
b) Explain what key information the Balance Sheet provides to users of the financial statements. (2 marks)
ANSWER:
Question 6 (7 marks)
The bank statement balance and cash account balance do not agree. The owner of E-Bite Limited has requested to prepare a bank reconciliation to reconcile these balances. For this purpose, the following information is given.
a) Deposits in transit are $9,800.
b) Outstanding cheques totalled are $3200.
c) The bank service charge is $24.
d) The collection of note by the bank is $800.
e) The bank statement balance is $9,000.
f) The cash account balance is $14,824.
ANSWER:
END OF FINAL ASSESSMENT
Submission Instructions:
• Save submission with your STUDENT ID NUMBER and UNIT CODE e.g. EMV54897 HA1020
• Submission must be in MICROSOFT WORD FORMAT ONLY
• Upload your submission to the appropriate link on Blackboard
• Only one submission is accepted. Please ensure your submission is the correct document.
• All submissions are automatically passed through SafeAssign to assess academic integrity

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Imagine that you just received the following e-mail from the CEO of the organization that you work for:

Everything that you write has a goal and an audience. Your message and the way that you write that message will change depending on the audience and your goal. This is why it is important to carefully plan messages before writing them. When you plan your message, you ask yourself questions about your audience, your goal, and the situation.

Imagine that you just received the following e-mail from the CEO of the organization that you work for:

Team,

Thank you for your hard work and dedication as we have navigated the difficulties of this past year. As you know, the vast majority of our team has been working from home for many months now. This has not been without its challenges, but there have also been some distinct benefits to our remote work arrangements.

As the situation in the world looks to be improving, we are now considering whether or not to bring the team back to the office or continue to allow working from home. I am very much interested in your feedback. What’s working with the current arrangement? What’s not working? If given the choice, would you want to come back to the office or continue working from home?

Please reply to this message with your feedback.

Thanks for all that you do!

[CEO Signature Block]

Using the template provided, answer the following questions to help you think through how you would respond to the CEO’s e-mail. (Note that you are not actually writing a response to the e-mail. The goal of this assignment is to answer the questions below to help you think through how you would respond.)

  • Who is your audience?
  • What is your goal in this e-mail?
  • What are the pros and cons of working from home?
  • What are the pros and cons of working in the office?
  • What are 2 reasons for your choice (to work from home or work in the office)?
  • What writing choices will you use to get your point across to your audience? (For example, some choices to consider might include: What greeting would you use to begin your e-mail? Do you think using numbering or bullet points to organize your e-mail would help? How will you close your e-mail?)

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An analysis of how global population growth has caused the following problem and how it affects climate change

Imagine you have been hired as a consultant for the United Nations. You have been asked to write an analysis of how global population growth has caused the following problem and how it affects climate change or population growth in a developing country of your choosing:

A growing global population that consumes natural resources is partially to blame for the release of greenhouse gases since human consumption patterns lead to deforestation, soil erosion, and farming (overturned dirt releases CO2). However, the critical issue is the burning of fossil fuels (hydrocarbons) such as coal, oil, and natural gas to produce energy that is used for things such as electricity production, and vehicle, heating, and cooking fuels.

The UN has asked that you choose a developing country from this list: https://www.mrs.org/developing-countries-list.

The UN has also given you the following guidelines.

Content

The UN has asked that your paper contain three sections. It has asked that each section be one page (or approximately 300 words) in length and answer specific questions, identified in the outline below. The UN also asks that you use examples from your developing country when answering the questions.

Introduction

Provide an introduction (a half-page minimum) that addresses points a-e below.

  • Explains the problem the UN has asked you to address in your own words;
  • Identifies the three sections your paper will cover;
  • Identifies the developing country you will consider;
  • Tells the UN which causes of greenhouse gases you will explore; and
  • Provides a one-sentence statement of your solutions at the end of your introduction paragraph.

Section I. Background

  • What are greenhouse gases?
  • How do greenhouse gases contribute to global warming?

Section II. How Emissions Cause Problems for the Developing World

  • Which countries produce the most greenhouse gases?
  • What are the economic challenges of these emissions (include examples from your chosen country)?
  • What are the security challenges of these emissions (include examples from your chosen country)?
  • What are the political challenges of these emissions (include examples from your chosen country)?

Section III. Causes of Greenhouse Gases and Solutions to the Problems Greenhouse Gases Cause

  • Name two causes of greenhouse gases.
  • What are the potential solutions that address each of the causes you identified?
  • What is the relationship between population control and greenhouse gas emissions?

Conclusion

  • Provide a conclusion (a half-page minimum) that includes a summary of your findings that the United Nations can use to inform future policy decisions.

Success Tips

In answering each question, use examples from your developing country to illustrate your points.

The UN needs facts and objective analysis on which to base future policy decisions; avoid personal opinion and make sure your answers are based on the information you find through research.

Formatting Requirements

  • Make sure your paper consists of four to six pages (1,200 words minimum, not including the cover page, reference page, and quoted material [if any]).
  • Create headings for each section of your paper as follows:

Section I. Background

Section II. How Emissions Cause Problems for the Developing World

Section III. Causes of Greenhouse Gases and Solutions to the Problems Greenhouse Gases Cause

  • Use and cite at least five credible sources in your research. A list of potential resources is available below.
  • No plagiarism!

Potential Sources

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Using one of the following programs, create an infographic that promotes your theory in a convincing way as an ideal guide for future moral

Throughout the course you encountered a number of different moral theories. While you had enough exposure in the first few weeks to build a moral compass, you have had more time to get to know the theories better and may be morally motivated by a different primary theory or set of theories than you used for the week three assignment. The goal here is to pick just one theory you feel is a “best guide” for moral behavior.

Then you are to create an Infographic promoting that theory, either on its own or by comparing it to other theories. Consider yourself as being in marketing and you are trying to convince others to choose your theory. Describe situations where this theory provides good guidance. Focus on the positives (i.e. consequentialist theories allow you flexibility while treating everyone equally, non consequentialist theories provide solid rules to follow and proper justification, virtue theories focus on the person and not the action, etc.)

Details:

  • Using one of the following programs, create an infographic that promotes your theory in a convincing way as an ideal guide for future moral decisions. https://piktochart.com/  https://www.visme.co/  https://prezi.com/ or MS PowerPoint
  • Have fun and try to be creative.
  • It is not bad to display some of the negatives, but the goal here is to promote your theory.
  • Be sure you submit as a PDF or that the link works (send to others to see if they can open it). Keep in mind if your instructor cannot see it, he or she cannot assess it.
  • Please do not purchase an subscription, unless you want to, and do not submit anything one needs a paid subscription to see. Again, if free viewing is not possible, it will not be graded.
  • Lastly, when using resources, be sure to have a citation where the information is used on the presentation and include a references/works cited section at the bottom

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Using one of the following programs, create an infographic that promotes your theory in a convincing way as an ideal guide for future moral decisions

Throughout the course you encountered a number of different moral theories. While you had enough exposure in the first few weeks to build a moral compass, you have had more time to get to know the theories better and may be morally motivated by a different primary theory or set of theories than you used for the week three assignment. The goal here is to pick just one theory you feel is a “best guide” for moral behavior.

Then you are to create an Infographic promoting that theory, either on its own or by comparing it to other theories. Consider yourself as being in marketing and you are trying to convince others to choose your theory. Describe situations where this theory provides good guidance. Focus on the positives (i.e. consequentialist theories allow you flexibility while treating everyone equally, non consequentialist theories provide solid rules to follow and proper justification, virtue theories focus on the person and not the action, etc.)

Details:

  • Using one of the following programs, create an infographic that promotes your theory in a convincing way as an ideal guide for future moral decisions. https://piktochart.com/  https://www.visme.co/  https://prezi.com/ or MS PowerPoint
  • Have fun and try to be creative.
  • It is not bad to display some of the negatives, but the goal here is to promote your theory.
  • Be sure you submit as a PDF or that the link works (send to others to see if they can open it). Keep in mind if your instructor cannot see it, he or she cannot assess it.
  • Please do not purchase an subscription, unless you want to, and do not submit anything one needs a paid subscription to see. Again, if free viewing is not possible, it will not be graded.
  • Lastly, when using resources, be sure to have a citation where the information is used on the presentation and include a references/works cited section at the bottom.

GET SOLUTION FOR THIS ASSIGNMENT, Get Impressive Scores in Your Class

CLICK HERE TO MAKE YOUR ORDER

TO BE RE-WRITTEN FROM THE SCRATCH

GET SOLUTION FOR THIS ASSIGNMENT

CLICK HERE TO MAKE YOUR ORDER

TO BE RE-WRITTEN FROM THE SCRATCH

NO PLAGIARISM

  • Original and non-plagiarized custom papers- Our writers develop their writing from scratch unless you request them to rewrite, edit or proofread your paper.
  • Timely Delivery- primewritersbay.com believes in beating the deadlines that our customers have imposed because we understand how important it is.
  • Customer satisfaction- Customer satisfaction. We have an outstanding customer care team that is always ready and willing to listen to you, collect your instructions and make sure that your custom writing needs are satisfied
  • Confidential- It’s secure to place an order at primewritersbay.com We won’t reveal your private information to anyone else.
  • Writing services provided by experts- Looking for expert essay writers, thesis and dissertation writers, personal statement writers, or writers to provide any other kind of custom writing service?
  • Enjoy Please Note-You have come to the most reliable academic writing site that will sort all assignments that that you could be having. We write essays, research papers, term papers, research proposals. Using one of the following programs, create an infographic that promotes your theory in a convincing way as an ideal guide for future moral decisions

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