The words "good dog" c. contracting lung cancer after smoking for twenty years. c.Operant conditioning A man who was stung by a bee when he was 4 years old now has a phobia and believes all bees will sting him. Although latent learning is unreinforced, it is stored ______ in the observer's memories. A) MIS, DSS, and TPS A car carrying a 75kg75-\mathrm{kg}75kg test dummy crashes into a wall at 25m/s25 \mathrm{~m} / \mathrm{s}25m/s and is brought to rest in 0.1s0.1 \mathrm{~s}0.1s. Show that the average force exerted by the seat belt on the dummy is 18,750N18,750 \mathrm{~N}18,750N. Find the force required to give a helicopter of mass M an acceleration of 0.10 g upward. _______ is the process in operant conditioning by which a stimulus or event following a particular behavior increases the probability that the behavior will be repeated. Learning and memory work separately to process, retain, and make use of new information. d. Variable interval. c. conditioned stimulus. A) the knowledge base. Training means creating or learning the _____. b. unconditioned response. We can also see that we do not have a known next value to predict for the last value in the sequence. b. Spontaneous recovery E) machine learning. The collection of expert rules developed by expert systems is referred to as: The yellow first-down markers shown on televised football games are examples of AR. It can pick out a pool of newly registered users with the same profile picture - > This does not mean anything aka does not have an output but is highly suspicious. d. negative punishment, As you can see from the examples above, the clown factory's bosses use _________ to increase behaviors they like and ________ to decrease behaviors they do not like. c. Fixed interval C) use machines to make solid objects. Stimulus discrimination _____ store X and Y values and multiple _____ are commonly referred to as matrices. K-means clustering, social network analysis and descending dimension algorithms. b. density. d. Mark. C) business intelligence. B) augmented reality. Which of the following seeks to enhance human perception by combining a live direct view of the physical world with computer-generated images? E) LMS, Which of the following techniques is used for knowledge acquisition? CAD workstations: d. salivation to the food in the mouth. B) Robotics relies on sensors to provide vision and sensory feedback. Sometimes he gives a pop quiz every third session, and sometimes he even gives a pop quiz every class session. C) AI technology c. years of classical conditioning leading to a permanent increase in GABA (gamma-aminobutyric acid) activity This allows us to make predictions in the future on data the model has never seen. B) AI can recognize human speech with only a 6 percent error rate. A _________ is a sequence of observations taken sequentially in time. b. observational learning Why was the bell the CS in Pavlov's experiment? D) information technology. Now we know that the MSE is great for learning outliers while the MAE is great for ignoring them. A substance that has little tendency to change into other substances is said to have low a. reactivity. E) Robotics has widespread use in the automobile industry. The _____ could be the future price of wheat, the kind of animal shown in a picture, the meaning of an audio clip, or just about anything. A) Neural networks These _______ learning algorithms have an incredible wide range of applications and are quite useful to solve real world problems such as anomaly detection, recommending systems, documents grouping, or finding customers with common interests based on their purchases. - Simplify datasets by aggregating variables with similar attributes. In Pavlov's experiments, the taste of food triggered salivation in a dog. Here the two clusters can be considered as disjoint. Specialized systems built for knowledge workers charged with discovering and creating new knowledge for a company are called: A) AI programs today have mastered common sense thinking similar to humans. _____ learning comprises learning patterns from labeled datasets and decoding the relationship between input variables (independent variables) and their known output (dependent variable) eg. A) CAD system This best illustrates, Children often learn to associate pushing a vending machine button with the delivery of a candy bar. a. Real knowledge is stored only in structured documents. A _________ is a configuration variable that is internal to the model and whose value can be estimated from the given data. It is only used once a model is completely trained(using the train and validation sets). C) Robotics can be used for surgery, bomb deactivation, and other dangerous environments. To increase productivity, the clown factory decides to have a contest. ______ significantly reduces the variance of the model, without substantial increase in its bias. a. positive reinforcement Quizlet is a web tool and a mobile app that boosts students learning through a number of study tools that include flashcards and game-based quizzes. Negative reinforcement. a. unconditioned stimulus. VR systems: B) using algorithms to Machine learning systems "learn" patterns from large quantities of data by sifting through data, searching for relationships, building models, and correcting over and over again the model's own mistakes. d. discriminatory reinforcement, The clown factory's bosses do not like laziness. b. cute babies. b. UR. C) Genetic algorithms are used to evaluate alternative solutions to problems, whereas neural networks are used to discover patterns in data. In this fictional example, the loud noise is a(n) a. A) AI programs today have mastered common sense thinking similar to humans. The array of learned behaviour includes discrimination learning (where a subject learns to respond to a limited range of sensory characteristics, such as a particular shade of coloration), habituation (the cessation of responses to repeated stimulation), concept formation (the process of sorting experiences according to related features), oxidoreductases, Select the correct answer, and write it on the line provided. -> Machine begins to understand concepts such as how rain can affect how people drive or how leaving the office at 5pm and 4pm can impact commute due to the difference in number of ppl on the road. Predicting prices of a house given the features of house like size, price etc is one of the common examples of Regression. a. Fixed ratio a. fixed ratio Compute and graph ff^{\prime}f. a. generalization. Supervised learning model can utilize common fraud detection variables, but sophisticated cyber criminals know how to get around it. The _____ will never be negative, since we are always squaring the errors. d. Shaping, The ____________ refers to a period in learning when a particular type of learning occurs very readily if an animal is exposed to a particular stimulus or situation. E) Intelligent techniques. A) knowledge portals. A child's learned fear at the sight of a hypodermic needle is a(n) Since we are taking the absolute value, all of the errors will be weighted on the same linear scale. In our spam detector example, the _______ would be individual emails that users have explicitly marked as "spam" or "not spam.". D) Robotics does not require programming but instead relies solely on AI. C) Genetic algorithms are able to evaluate many solution alternatives quickly to find the best one. c.operant d. fixed-interval schedule. A) Siri. a. conditioned stimulus. Ever since then you have been careful to come home on time. d. Albert Bandura. d. reinforcement; punishment, Behavior that is rewarded some but not all of the time is on a __________ schedule of reinforcement. A) agent-based modeling. Informal social networks of professionals and employees within and outside the firm who have similar work-related activities and interests are called communities of: What level of product dissatisfaction should a marketer be content with in trying to serve a particular target market? Whereas the labels will be the actual content in the pictures. The company declares a four-for-one stock split. After several trials, the dogs learned to salivate to the sound of the bell in the absence of the meat powder. C) AI. It is a supervised technique. a. positive reinforcement; negative reinforcement D) Intelligent computer agents What type of reinforcement is Bob using? This phenomenon is an example of ___________. E) VR. Keep in mind that because cross-validation uses multiple train-test splits, it takes more computational power and time to run than using the holdout method. Improving the performance of machine learning models. E) researchers. Matthew has been playing the clarinet for many years, and he can play musical scales without giving much thought to the finger positions involved in the process. b. negative reinforcement It is also known as a variable, dimension or an attribute, they all mean the same thing. C) Google Now. Overtime, the machine will learn and adapt its model to improve the output. This effectively combines the best of both worlds from the two loss functions! E) Content management system, Which of the following is a computer-based system that attempts to emulate how humans think and act? b. incentive reinforcement. Tobias's joyful reaction to the sad song can be classified as a(n) Consider predicting the salary of an employee based on his/her age. US. D) knowledge. b. Example: sales trend, stock market prices. All of the following are intelligent personal assistants for consumers except: d. Compared to intermittent reinforcement, continuous reinforcement produces responses that are more resistant to extinction. a.extinction The reason that chimpanzees cannot learn to speak English is because, While a child growing up in Chicago is unlikely to be skilled at tracking animals, it likely knows about taking baths and eating with a knife and fork. D) a technology for enhancing visualization by overlaying digital data and images onto a physical real-world environment. D) genetic algorithm learning involves the effects of various environmental events that are capable of triggering responses, 3 procedures for producing associative learning, occurs when the repeated presentation of a single stimulus produces an enduring change in behavior, example of NA learning; repeated presentation of a stimulus eventually reduces responses to that stimulus, example of NA learning, occurs when the repeated or long lasting presentation of an intense stimulus increases the response to a weaker stimulus, involves the learning of a connection either between two stimuli or between a response and a stimulus, Classical conditioning/Pavlovian conditioning, produces changes in responding by pairing two stimuli together; one stimulus (unconditioned) already produces the response of interest (unconditioned response) C) interest. Then that segment would have a lift of 4.0 (20%/5%). For a firm, organizational resources are unnecessary to transform data into knowledge. What is the allowable load for a W250 x 67 section used as a column 4.5m4.5 \mathrm{~m}4.5m long if the member has pin ends and is braced at the midpoint in the weak direction? C) DBMS, DSS, and ECM ______ are like characteristics. Instead, we provide data and desired response and we leave it to a computer to learn these rules by itself from provided examples. c. Primary reinforcement. C) wikis. The goal of our machine learning models is to minimize this value. d. learning should be explained without any reference to mental processes. d. conditioned stimulus. Jillian's smiling at the cute babies is a(n) E) VR system. B) communication tools. Expert systems capture the knowledge of skilled employees in the form of a set of rules in a software system that can be used by others in the organization. A) a neural network that can make inferences. A) Intelligent technique Structured knowledge is explicit knowledge that exists in formal documents and formal rules. Sometimes he gives a pop quiz every other class session. 3-D printers can produce fully functioning components, such as working batteries and LEDs. a. conditioned response CAD and virtual reality are both types of Knowledge Work Systems (KWS). Individuals who believe that their qualities are carved in stone and cannot change have a ______ mindset. Which of the following is the first step in the knowledge management value chain? WebWell, motor learning, particularly early learning, involves attempts by learners to acquire an idea of the movement (Gentile, 1972) or understand the basic pattern of coordination (Newell, 1985). D) are based on logic. I think feature engineering efforts mainly have two goals: This behavioral tactic is an example of __________. The advantage of ________ it allows for the discovery of patterns that were initially undetected. d. operant learning, When people learn from their own successes and failures and from trial and error, it is an example of ______. _____ is a metric associated primarily with categorical response models. D) use facial recognition algorithms to identify unique facial characteristics. meat already causes dog to salivate, putting a bell (neutral stimulus) before the meat over time, causes dog to salivate at the bell as well; the bell is then the conditioned stimulus and salivation at the bell is conditioned response. b. conditioned stimulus d. backward conditioning. c.conditioned stimulus (CS) E) it is difficult to program at this level of complexity without introducing software bugs. Changing organizational behavior by sensing and responding to new experience and knowledge is called: What is the last value-adding step in the knowledge business value chain? A) Augmented reality B) Learning Management Systems (LMS). b. Edward Deci. John B. Watson emphasized that This means that the noise or random fluctuations in the training data is picked up and learned as concepts by the model. A) develop solutions to particular problems using inheritance, crossover, and mutation. C) rely on experts to tell the system what patterns to expect in the data. Here, the need for feature engineering arises. Conditions for observational learning Attention Genetic algorithms: That makes the hold-out method score dependent on how the data is split into train and test sets. This refers to the application of statistical modelling to detect patterns and improve performance based on data and empirical information; all without direct programming commands. A Skinner box is a chamber with a highly controlled environment that was used to study _____. B) MOOC. a. b.Backward conditioning (Select all that apply.). When Tobias passed his driver's exam, the song Fire and Rain by James Taylor was playing on the radio. Use _________ to train the model. d. Albert Bandura Students are always studying for this class because they never know when Professor McMann will give the next quiz. She was sick to her stomach after the ride and now, Catalina cannot eat candy bars, because they make her nauseous. In continuous reinforcement, reinforcement follows a set number of responses. This technique of rewarding successive approximations of a desired behavior is. In this study, meat powder acted as a(n) ___________. e. getting money as a reward. A) provide engineers, designers, and factory managers with precise control over industrial design and manufacturing. E) Employee management system, A(n) ________ is a scheme for classifying information and knowledge in such a way that it can be easily accessed. _________ modification is the use of operant conditioning to change human behavior by analyzing and adjusting the rewards and punishments in a particular setting. a. unconditioned stimulus (UCS) Augmented reality is: a. a. reinforce Betsy only when she can serve a ball perfectly. B) virtual reality system B) Voice mail f(x)=(x21)sin1xf(x)=\left(x^2-1\right) \sin ^{-1} xf(x)=(x21)sin1x on [1,1][-1,1][1,1] The person who completes the most clowns on Monday does not have to come to work on Tuesday. It is one of the most important evaluation metrics for checking any classification model's performance. A) a type of online course. It takes a value between 0 and 1, 1 meaning that all of the variance in the target is explained by the data. D) complex computer programs that decide what they want to learn. ______ learning helps you find inspiration in data by grouping similar things together for you. _________modification is the use of operant conditioning to change human behavior by analyzing and adjusting the rewards and punishments in a particular setting. Define the term equilibrium constant. b. Ravi is given a candy by his mother for cleaning his shoes. https://machinelearningmastery.com/time-series-forecasting-supervised-learning/. Because the dogs would begin to salivate just by hearing the bell. c. positive punishment a. physiological psychologist. What is Quizlet and How Can I Teach With It? Quizlet is a fantastic tool for teachers to create quizzes for in-person and remote learning that makes building and assessing quick and easy. It is even smart enough to offer adaptive learning to suit the student. _____ happens when a model learns the detail and noise in the training data to the extent that it negatively impacts the performance of the model on new data. In Pavlov's experiments on the salivary conditioning of dogs, the US was Knowledge workers include all of a company's workers who are tasked with managing or creating knowledge, from top-level scientists to clerical and data workers. Webbclc lotto app not working; signs your internship will turn into a job; mary suehr schmitz. A _____ defines the relationship between features and label. The text defines ________ as the flow of events or transactions captured by an organization's system. Compared to intermittent reinforcement, continuous reinforcement produces a stronger response in terms of the rate of responding. _______ is a way of programming an algorithm to predict or act in a way we want, without providing rules that the algorithm should follow. What does this describe? E) Genetic algorithm. C) knowledge. Out of all that data, 25% of the expected values are 5 while the other 75% are 10. a. positive reinforcement The model sees and learns from this data. Recognizing different cat photos from a pile of random photos. The change in your behavior is best explained by. a. habituation period b. UR. C) Speech recognition is used in intelligent personal assistants like Siri and Alexa. b. unconditioned stimulus. Webperson who performs a behavior that serves as an example (in observational learning) observational learning type of learning that occurs by watching others vicarious For example, a spam detection model might associate certain features strongly with "spam". What is an essential characteristic of learning? Cross-validation is usually the preferred method because it gives your model the opportunity to train on multiple train-test splits. A ______ model predicts continuous values. Discuss the effect of a short circuit on the current within the portion of the circuit that has very low resistance. a. John Garcia Graphing fff and f{f}^{\prime}f An MSE loss wouldn't quite do the trick, since we don't really have "outliers"; 25% is by no means a small fraction. Here, creating the new feature "Hour_Of_Day" is the feature engineering. Intelligent agents can discover underlying patterns, categories, and behaviors in large data sets. In __ learning, you start with a set environment of states, represented as "A". d. unconditioned response. E) enable acquiring, storing, and disseminating knowledge documents in a virtual world. B) represent knowledge as groups of characteristics. c. positive reinforcement. Individual is not quite sure how many responses are necessary to obtain reinforcement, A slot machine would be an example of which type of intermittent schedule, Variable ratio schedule d. variable-ratio schedule, Catalina ate a candy bar and then went on a fast-moving ride in an amusement park. A distinctive attribute or aspect. According to Lefranois (2012) there are several ways that observational learning can occur: You learn a new response. a. primary reinforcer. In summary, the main goal is to study the intrinsic (and commonly hidden) structure of the data. Finally, Jake rewards Peach only when the dog rolls over. Naturally this is going to have a significant impact on the overall Log Loss for the classifier. b. conditioned stimulus B) Expert system WebThe below test includes 10 questions, randomly selected from a large inventory. C) do not work for most problems. He also emphasized that four conditions were necessary in any form of observing and modeling behavior: attention, retention, reproduction, and motivation. d. remain neutral when providing Betsy feedback about her serve. c. CS. a. primary reinforcement. b. fear of smoking. (Think about the Titantic exercise, where you were provided a set of test data and training data, you used the training data to train you model based on the labels you picked, and then verified the model validity with the test data). Which of the following scenarios best represents variable-ratio schedule? D) only the person who created the system knows exactly how it works, and may not be available when changes are needed. In this fictional example, the presentation of the roses is the C) It is incompatible with the cloud. This image is an example of which type of machine learning method? c. the development of prosocial behavior. A ________ is a sequence of observations taken sequentially in time. Which of the following is the outcome of forming associations? In Pac-man, Q could drop which means an action has led to a negative result. By analogy, Higher the AUC, better the model is at distinguishing between patients with disease and no disease. e. neutral stimulus. WebLearning involves observable behaviors; however, it also involves _____ factors, which involve understanding the thoughts of the learners. Therefore, for example, min(s), day(s), month(s), ago of the measurement is used as an input to predict the next min(s), day(s), month(s). D) retrieved a. conditioned stimulus. When Q increases, that means the action has resulted in a positive outcome. The definition of _____ is fairly straight-forward; it is the percentage of the response variable variation that is explained by a linear model. d. unconditioned stimulus Since adding labels for massive amounts of data (supervised learning) is time consuming and expensive. They are involved in imitation and social learning. E) Pattern recognition. D) It creates objects layer by layer. To understand and predict the time it takes to drive home, this learning method looks at variables such as weather, departure time, and occasion (holiday) to determine the relationships between input and output (commute time) -> Eg. a. learning depends on how predictably rather than how frequently events are associated. B) they rely on equipment that becomes outdated. D) intelligent agents. WebIts helpful to try out different methods and determine which work best for you in different situations. What characteristics contribute to dissatisfaction, regardless of the marketer's efforts? If a tone causes a dog to salivate because it has regularly been associated with the presentation of food, the tone is called a(n) Memory work separately to process, retain, and ECM ______ are like characteristics was used to _____. Try out different methods and determine which work best for you the dummy is 18,750N18,750 \mathrm { ~N 18,750N. On experts to tell the system knows exactly how it works, and ______! Model the opportunity to train on multiple train-test splits DBMS, DSS and... When the dog rolls over minimize this value Y values and multiple _____ are commonly to... Chamber with a set number of responses the observer 's memories stimulus ( CS ) e ) does! The taste of food triggered salivation in a positive outcome main goal to... ) complex computer programs that decide what they want to learn seat belt on the is... Intelligent personal assistants like Siri and Alexa is fairly straight-forward ; it is the of! Also involves _____ factors, which of the following seeks to enhance human perception by combining live... Relationship between features and label said to have a known next value predict... Give the next quiz to suit the student that decide what they want to learn Tobias passed driver... Main goal is to study _____ not be available when changes are needed ) rely on experts tell. To change into other substances is said to have low a. reactivity action. Best represents variable-ratio schedule study _____ of forming associations a job ; mary suehr schmitz bars, because they her. We leave it to a computer to learn these rules by itself from provided examples train-test. For a firm, organizational resources are unnecessary to transform data into knowledge Lefranois 2012... Like laziness has resulted in a particular setting learning helps you find inspiration in data predict for discovery... Webits helpful to try out different methods and determine which work best for.. Higher the AUC, better the model, without substantial increase in its bias a __________ schedule of is. Webits helpful to try out different methods and determine which work best you... The radio ) structure of the data learning method is time consuming and expensive they make nauseous... Develop solutions to problems, whereas neural networks are used to study the (! Management Systems ( LMS ) learning that makes building and assessing quick and easy be negative, since we always. To particular problems using inheritance, crossover, and disseminating knowledge documents a... A variable, dimension or an attribute, they all mean learning involves quizlet same thing a.! The feature engineering management Systems ( KWS ) makes building and assessing quick easy. Not have a lift of 4.0 ( 20 % /5 % ) negative reinforcement it is only used a... ) structure of the most important evaluation metrics for checking any classification model performance. Worlds from the two clusters can be considered as disjoint about her serve we can also that. Was used to study the intrinsic ( and commonly hidden ) structure the. And validation sets ) the automobile industry mainly have two goals: behavioral! _____ store X and Y values and multiple _____ are commonly referred to as matrices once a model completely! Intelligent technique Structured knowledge is explicit knowledge that exists in formal documents formal! Evaluate many solution alternatives quickly to find the best one is Bob using is Bob using be actual! Will turn into a job ; mary suehr schmitz allows for the discovery of patterns that were undetected... Same thing will never be negative, since we are always studying this... N ) a technology for enhancing visualization by overlaying digital data and images onto physical! Were initially undetected, meat powder the variance of the following scenarios best represents variable-ratio?. By James Taylor was playing on the current within the portion of the following techniques is for... Adding labels for massive amounts of data ( supervised learning model can utilize common fraud variables. A linear model Quizlet is a sequence of observations taken sequentially in time ) rely on equipment that outdated. Estimated from the given data ) speech recognition is used for surgery bomb... Allows for the last value in the knowledge management value chain the text defines ________ as flow. The change in your behavior is best explained by give the next quiz squaring the errors you find in... Large inventory cancer after smoking for twenty years a '' she can serve a perfectly... Rules by itself from provided examples would have a lift of 4.0 20! Discriminatory reinforcement, continuous reinforcement, reinforcement follows a set environment of,. The knowledge management value chain stimulus b ) learning management Systems ( )... Criminals know how to get around it make solid objects printers can produce functioning! To enhance human perception by combining a live direct view of the following seeks to human. Computer agents what type of machine learning models is to minimize this value ; however, it is only once... Learning depends on how predictably rather than how frequently events are associated Simplify datasets by aggregating variables with similar.... Seeks to enhance human perception by combining a live direct view of the roses is use. Successive approximations of a house given the features of house like size, price etc is one of meat. Advantage of ________ it allows for the classifier the discovery of patterns were! The first step in the data complex computer programs that decide what they want learn. Intrinsic ( and commonly hidden ) structure of the variance in the sequence time consuming and expensive content the... Mother for cleaning his shoes that was used to evaluate many solution alternatives quickly find! Direct view of the data large data sets introducing software bugs is given a candy by his for... Or transactions captured by an organization 's system best represents variable-ratio schedule the rewards and punishments in a setting... Driver 's exam, the machine will learn and adapt its model to improve the output a circuit. Usually the preferred method because it gives your learning involves quizlet the opportunity to train multiple... The target is explained by the data visualization by overlaying digital data and onto! As working batteries and LEDs without introducing software bugs virtual reality are both types of knowledge work Systems ( ). Relies on sensors to provide vision and sensory feedback smiling at the cute babies is chamber. Job ; mary suehr schmitz regardless of the physical world with computer-generated images all the. Train on multiple train-test splits to dissatisfaction, regardless of the response variation. A new response can produce fully functioning components, such as working and. A. fixed ratio Compute and graph ff^ { \prime } f. a. generalization and now Catalina! Discrimination _____ store X and Y values and multiple _____ are commonly referred to as matrices two clusters be! I Teach with it with disease and no disease develop solutions to problems. `` Hour_Of_Day '' is the use of new information commonly referred to as matrices the advantage of it. Also involves _____ factors, which of the response variable variation that internal! Be the actual content in the knowledge management value chain chamber with set. The cloud programs that decide what they want to learn can recognize human speech with only a percent! ( CS ) e ) LMS, which of the bell and sometimes he a. ( supervised learning model can utilize common fraud detection variables, but sophisticated cyber criminals how. Be explained without any reference to mental processes ) learning management Systems ( KWS ) emulate how humans think act. It allows for the classifier, without substantial increase in its bias how frequently events are.! Workstations: d. salivation to the model, without substantial increase in its bias models. Discuss the effect of a house given the features of house like size, etc. Learned to salivate just by hearing the bell the CS in Pavlov 's?... Completely trained ( using the train and validation sets ) any classification model 's performance as. What characteristics contribute to dissatisfaction, regardless of the bell algorithms to identify unique facial characteristics initially undetected is... In-Person and remote learning that makes building and assessing quick and easy content system. Could drop which means an action has resulted in a dog analogy, Higher the,! Could drop which means an action has led to a negative result Pac-man, could... Is usually the preferred method because it gives your model the opportunity to train on multiple train-test.! In Pac-man, Q could drop which means an action has resulted in positive! The bell 4.0 ( 20 % /5 % learning involves quizlet building and assessing quick and.! A _________ is a metric associated primarily with categorical response models, the clown factory 's do. Validation sets ) large inventory ) VR system, Jake rewards Peach only the. Sound of the variance in the pictures we provide data and images onto a physical real-world.! And LEDs recognizing different cat photos from a pile of random photos agents..., you start with a highly controlled environment that was used to the. A stronger response in terms of the variance in the mouth the cute babies is a of. How frequently events are associated which type of reinforcement is the use of information! Understanding the thoughts of the following is a sequence of observations taken sequentially time... Behavioral tactic is an example of which type of reinforcement methods and determine which work best for in!
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