• 제목/요약/키워드: thailand

검색결과 1,256건 처리시간 0.026초

Transfer Learning for Caladium bicolor Classification: Proof of Concept to Application Development

  • Porawat Visutsak;Xiabi Liu;Keun Ho Ryu;Naphat Bussabong;Nicha Sirikong;Preeyaphorn Intamong;Warakorn Sonnui;Siriwan Boonkerd;Jirawat Thongpiem;Maythar Poonpanit;Akarasate Homwiseswongsa;Kittipot Hirunwannapong;Chaimongkol Suksomsong;Rittikait Budrit
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제18권1호
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    • pp.126-146
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    • 2024
  • Caladium bicolor is one of the most popular plants in Thailand. The original species of Caladium bicolor was found a hundred years ago. Until now, there are more than 500 species through multiplication. The classification of Caladium bicolor can be done by using its color and shape. This study aims to develop a model to classify Caladium bicolor using a transfer learning technique. This work also presents a proof of concept, GUI design, and web application deployment using the user-design-center method. We also evaluated the performance of the following pre-trained models in this work, and the results are as follow: 87.29% for AlexNet, 90.68% for GoogleNet, 93.59% for XceptionNet, 93.22% for MobileNetV2, 89.83% for RestNet18, 88.98% for RestNet50, 97.46% for RestNet101, and 94.92% for InceptionResNetV2. This work was implemented using MATLAB R2023a.

Forecasting the Business Performance of Restaurants on Social Commerce

  • Supamit BOONTA;Kanjana HINTHAW
    • 유통과학연구
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    • 제22권4호
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    • pp.11-22
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    • 2024
  • Purpose: This research delves into the various factors that influence the performance of restaurant businesses on social commerce platforms in Bangkok, Thailand. The study considers both internal and external factors, including but not limited to business characteristics and location. Moreover, this research also analyzes the effects of employing multiple social commerce platforms on business efficiency and explores the underlying reasons for such effects. Research design, data, and methodology: Restaurants can be classified into different price ranges: low, medium, and high. To further investigate, we employed natural language processing AI to analyze online reviews and evaluate algorithm performance using machine learning techniques. We aimed to develop a model to gauge customer satisfaction with restaurants across different price categories effectively. Results: According to the research findings, several factors significantly impact restaurant groups in the low and mid-price ranges. Among these factors are population density and the number of seats at the restaurant. On the other hand, in the mid-and high-price ranges, the price levels of the food and drinks offered by the restaurant play a crucial role in determining customer satisfaction. Furthermore, the correlation between different social commerce platforms can significantly affect the business performance of high-price range restaurant groups. Finally, the level of online review sentiment has been found to influence customer decision-making across all restaurant types significantly. Conclusions: The study emphasizes that restaurants' characteristics based on their price level differ significantly, and social commerce platforms have the potential to affect one another. It is worth noting that the sentiment expressed in online reviews has a more significant impact on customer decision-making than any other factor, regardless of the type of restaurant in question.

Ecological health assessment of Mae Kha Canal, Chiang Mai Province, Thailand in 2023

  • Onalenna Manene;Nick Deadman;Chotiwut Techakijvej;Songyot Kullasoot;Pitak Sapewisut;Nattawut Sareein;Chitchol Phalaraksh
    • Journal of Ecology and Environment
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    • 제48권1호
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    • pp.110-119
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    • 2024
  • Background: The Mae Kha Canal is one of Chiang Mai's most important waterways. It supports local agriculture, irrigation, and transportation as well as provides stormwater drainage to prevent floods. Due to the unregulated rapid urbanization of the city and lack of efficient waste and wastewater management systems over the past few decades, the canal has become heavily polluted. This study aimed to evaluate the water quality of Mae Kha canal through assessment of the physico-chemical water quality and coliform bacteria. Moreover, benthic macroinvertebrates were samples and assessed using the Biological Monitoring Working Party (BMWPThai) and Average Score Per Taxon (ASPTThai) as biological indices. Results: The physico-chemical showed low dissolved oxygen levels, high levels of ammonia and phosphates, and elevated levels of biochemical oxygen demand, indicating that the water quality had significantly deteriorated. The canal was found to be heavily polluted, with most sites falling into the polluted to very heavily polluted. Coliform bacteria analysis revealed alarmingly high levels of total coliform bacteria and fecal coliform bacteria in the canal. The BMWPThai and ASPTThai scores indicated poor to very poor water quality. Conclusions: The physico-chemical and coliform bacteria indicated that the water quality of the Mae Kha canal had significantly deteriorated. The biological indices also indicated the poor to very poor water quality. This study underscores the urgent need for comprehensive remediation efforts, emphasizing strategic planning, investment, and community engagement to revive the canal's ecological health and water quality.

A Multicenter Pilot Study of Biliary Atresia Screening Using Digital Stool Color Imaging

  • Kannamon Waitayagitgumjon;Wannisa Poocharoen;Suchin Trirongjitmoah;Kriengsak Treeprapin;Arada Suttiwongsing;Thetiya Wirifai;Chira Trirongchitmoh;Pitiporn Tangkabuanbutr
    • Pediatric Gastroenterology, Hepatology & Nutrition
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    • 제27권3호
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    • pp.168-175
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    • 2024
  • Purpose: The presence of alcoholic stool in biliary atresia (BA) patients is the basis of a stool color card (SCC), a screening tool that has led to more patients receiving Kasai portoenterostomy earlier. This study aimed to evaluate the color image processing of stool images captured using smartphones. We propose that measuring digital color parameters is a more objective method for identifying BA stools and may improve the sensitivity of BA screening. Methods: A prospective study was conducted in five hospitals in Thailand between October 1, 2020, and December 31, 2021. Stools from infants presenting with jaundice, acholic stool, or dark-colored urine were photographed. Digital image color analysis was performed, and software was developed based on the color on the original SCC. Sensitivity and specificity for predicting BA stools were compared between the SCC and the software. Results: Of 33 infants eligible for data collection, 19 were diagnosed with BA. Saturation and blue were two potential digital color parameters used to differentiate BA stools. The receiver operating characteristic curve was used to determine the optimum cutoff point of both values, and when saturation ≤56 or blue ≥61 was set as a threshold for detecting BA stool, high accuracy was achieved at 81.8% and 78.8%, respectively. Conclusion: Digital image processing is a promising technology. With appropriate cutoff values of saturation in hue, saturation, value and blue in red, green, blue color models, BA stools can be identified, and equivocal-colored stools of non-BA patients can be differentiated with acceptable accuracy in infants presenting with jaundice.

Anatomical knowledge of zygomatico-buccal plexus in a cadaveric study

  • Sukanya Uruwan;Chalermquan Rungsawang;Tawiwan Sareebot;Tanvaa Tansatit
    • Anatomy and Cell Biology
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    • 제56권3호
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    • pp.313-321
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    • 2023
  • The details of the facial nerve pattern were clearly explained in the parotid gland (PG), lateral area of the face, and periorbital areas to prevent the unexpected outcome of medical intervention. However, it remains unclear whether information about the zygomatico-buccal plexus (ZBP) in the masseteric and buccal regions. Therefore, this study aimed to help clinicians avoid this ZBP injury by predicting their common location. This study was conducted in forty-two hemifaces of twenty-nine embalmed cadavers by conventional dissection. The characteristics of the buccal branch (BB) and the ZBP were investigated in the mid-face region. The results presented that the BB gave 2-5 branches to emerge from the PG. According to the masseteric and buccal regions, the BB were arranged into ZBP in three patterns including an incomplete loop (11.9%), a single-loop (31.0%), and a multi-loop (57.1%). The mean distance and diameter of the medial line of the ZBP at the corner of the mouth level were 31.6 (6.7) and 1.5 (0.6) mm respectively, while at the alar base level were 22.5 (4.3) and 1.1 (0.6) mm respectively. Moreover, the angular nerve arose from the superior portion of the ZBP at the alar base level. The BB formed a multiloop mostly and showed a constant medial line of ZBP in an area approximately 30 mm lateral to the corner of the mouth, and 20 mm lateral to the alar base. Therefore, it is recommended that physicians should be very careful when performing facial rejuvenation in the mid-face region.

국내 한우의 타일레리아 주요항원단백질 유전자의 다양성 (Genetic Diversity in the Major Surface Protein Gene of Theileria Buffeli in Korean Indigenous Cattle)

  • 유도현;이영화;채준석;박진호
    • 한국임상수의학회지
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    • 제27권5호
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    • pp.501-507
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    • 2010
  • 본 연구는 국내 타일레리아에서 주요항원단백질(major surface protein) 유전자의 다양성을 분석해 보고자 수행되었다. 나아가 Msp 유전자의 다양성과 타일레리아의 병원성과의 관계도 분석하였다. 제주에 있는 목장으로부터 총 177마리의 한우 혈액을 공시재료로 사용하여 혈액검사와 18S rRNA를 표적으로 하는 PCR을 실행하였다. 그 후, 타일레리아 18S rRNA에 양성인 28마리 (16마리 빈혈군과 12마리의 정상군)를 무작위로 선발하여 Msp유전자의 염기 서열을 반복하여 분석하였다. 총 56개의 염기서열 결과는 다변성 부위(517-571 bp)에 따라 크게 type I에서 type V까지 5가지 형태로 나눌 수 있었는데, 이는 유전자은행(GenBank)에 등록되어 있는 다음의 유전자와 98.9% 이상 일치하였다 (Theileria spp. from China-EU584237; T. sergenti from China-DQ078264; Theileria spp. from Thailand-AB081329; Theileria spp. from Japan-AB218442; T. sergenti from Japan-AB016280). 그 분포는 22, 15, 9, 8, 2개가 각각 type I에서 V까지 분포하였고 빈혈과 관계없이 type I이 가장 많이 나타나는 것으로 밝혀졌다(37.5%의 빈혈군과 41.7%의 정상군). 나머지 type중에서는 type II가 빈혈군에서 가장 많이(37.5%) 나타났으며, 반면 type IV는 정상군에서 많이 (25%) 나타났다. 본 연구는 국내 타일레리아 Msp유전자의 다양성을 밝히는데 좋은 자료로 활용될 수 있을 것이다.

전라북도 브랜드 쌀과 국내 및 수입 유통쌀의 품질 특성 비교 (Quality of Jeonbuk-originated Brand Rice Compared with Other Domestic Brands and Imported Market Rice)

  • 송영은;조승현;권영립;최동칠
    • 한국작물학회지
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    • 제53권4호
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    • pp.347-352
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    • 2008
  • 전북 유통브랜드 쌀과 국내 및 수입쌀과의 품질특성을 비교한 결과를 요약하면 다음과 같다. 1. 전북유통브랜드 쌀의 품종은 일미가 대부분을 차지하였고 그 외 신동진, 일본계 품종, 여러 품종이 섞인 일반계 품종이었다. 2. 전북우수브랜드와 전북 외 우수브랜드 쌀의 시기별 품질변화에서 완전미율과 맛에 영향을 주는 수분함량, 식미값 등은 큰 차이가 없었으나 평균 완전미율은 전북 우수브랜드 쌀 95.3%, 전북 외 우수브랜드 쌀 94.2% 전북일반브랜드 쌀 89.1%였으며 전북우수브랜드 쌀과 전북 외 우수 브랜드 쌀은 동등한 품질을 나타내었다. 3. 국내쌀과 수입쌀의 외관특성 비교에서 국내쌀의 장폭 비는 1.87로 미국산 수입쌀이나 태국산 수입쌀의 2.24, 3.33 보다 작았으며 수입(중국)쌀 장폭비는 1.84로 국내쌀과 같은 단립종의 특성을 나타내었다. 4. 국내쌀의 단백질함량은 6.2%로 미국산 수입쌀 6.1%와 비슷한 함량을 나타내었고 완전미 함량도 90%이상이었다. 5. 전분호화 특성을 알아 본 결과 최고점도는 중국산 찐 쌀이 가장 낮았고 치반점도, 최종점도 등은 태국산 수입쌀이 가장 높았다. 6. 국내쌀과 수입쌀을 비교한 취반특성은 취반미의 식미를 결정짓는 요인 중의 하나인 부착성(Ad)/경도(H)의 비가 국내쌀과 미국산 수입쌀이 높았으며 태국산 수입쌀이 가장 낮았다. 7. 국내쌀과 밥쌀용으로 국내에 유통된 수입쌀 비교에서 외형적 형태는 미국산 수입쌀과 차이가 났지만 품질은 동등하였고 중국산 수입쌀과 찐쌀의 품질과는 차이를 나타내었다.

동남아와 아세안 2016: 기대와 혼돈 속에 커져가는 불확실성 (Southeast Asia and ASEAN in 2016: Disappointing Records and Increasing Uncertainty)

  • 신윤환
    • 동남아시아연구
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    • 제27권1호
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    • pp.95-129
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    • 2017
  • 이 글은 2016년 한 해 동안 동남아 각국들과 아세안이 정치, 경제, 국제관계의 영역에서 보여 준 변화를 살펴보고, 그 변화가 민주화, 경제발전, 지역통합에 미치는 영향을 분석해 보고자 했다. 나아가 2016년에 대한 분석을 바탕으로 2017년 이후의 변화 가능성과 방향도 나름대로 가늠해 보았다. 아울러 2016년에 전개된 한-아세안관계를 전반적으로 살펴보고, 한국의 대아세안외교가 드러내는 문제점을 지적하였다. 2016년의 동남아 정치는 연초의 기대와 달리 대다수 나라에서 민주화 전망은 더 나빠지고 권위주의화는 더 강화되는 양상을 보였다. 태국, 말레이시아, 캄보디아는 권위주의적 집권세력이 야당을 더욱 약화시켰고, 필리핀, 베트남, 라오스에 들어선 새 지도부는 인권 상황을 되레 악화시켰다. 미얀마도 소수민족에 대한 군부의 탄압이 지속되고, 선거에 의해 들어선 민간정부는 첫해부터 내분, 부패, 무능을 드러내며 삐걱거리고 있다. 출범 이틀 째 새해를 맞은 아세안경제공동체(AEC)는 각 국의 내정에 밀려 관심과 주목을 받지 못했다. 경제는 2015년에 이어 뚜렷한 회복세를 보였으나, 중국과 미국 등 경제대국들에서 기인하는 세계경제의 불확실성이 커지고 있어, 앞날을 점치기 힘들게 되었다. 마지막으로 이 글은 한국의 대아세안외교가 경제중심, 국가주도, 비밀주의, 냉전적 경쟁외교의 덫에 빠져 있다고 비판하고, 지금이 바로 사고의 전환과 과감한 개혁이 필요한 때라고 주장한다.

근대적 절대군주제와 국왕모독죄: 타이 정치체제 재검토 (Modern Form of Absolute Monarchy and Lèse-Majesté Law: Thai Political Regime Reconsidered)

  • 박은홍
    • 동남아시아연구
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    • 제27권1호
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    • pp.53-94
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    • 2017
  • 타이 정치체제가 관료적 정체(bureaucratic polity) 혹은 반민주주의(semi-democracy)로 회귀하였다고 얘기된다. 그러나 이와 같은 시각은 국왕의 자문기구인 추밀원(Privy Council)의 정치적 개입을 제대로 드러내지 못한다. 이러한 맥락에서 이 논문은 근대적 절대군주제라는 분석적 개념을 통해 타이식 입헌군주제의 독특한 특징을 밝히고 있다. 요컨대 '네트워크 정치'(network politics)에 기반하는 타이식 입헌군주제(Thai way of constitutional monarchy)는 "국왕은 군림하되 통치하지 않는다"라는 규범에 토대한 전형적인 입헌군주제와 배치된다. 이는 타이 국왕이 실제로는 정치 위에 있는 것이 아니라 정치 안에 있음을, 또 정치적 갈등을 해결하고 군주제를 보위하기 위해 다양한 방식으로 정치에 개입하였음을 의미한다. 이 과정에서 국왕은 불교의 교리를 실천하는 반인반신이자 국가통합의 중심으로 추앙되었다. 심지어 왕실이 관여된 1976년 10월 6일 유혈참사 이후에도 국왕의 신성한 지위는 도전을 받지 않았고 국왕모독죄는 더욱 가혹한 처벌을 받게 되었다. 그 이후 국왕모독죄는 군부 쿠태타의 주된 명분이 되었다. 특히 군주 네트워크와 근대화 과정에서 성장한 탁신 네트워크에 기반한 부르주아 정체 간의 대격돌로부터 야기된 2006년 쿠테타와 이후 친탁신계 정부를 전복한 2014년 쿠테타를 계기로 국왕모독죄 사례가 급증하였다. 관료적 정체, 반민주주의, 민주주의를 포괄하는 타이에서의 근대적 절대군주제는 군부, 지식인, 민주당, 심지어 일부 시민사회조직들로부터 지지를 받는 국왕모독죄에 의해 지지되고 있다.

아시아 주요국가(主要國家)들에 있어서의 바르샤바 체제(體制)의 적용실태(適用實態)와 전망(展望) (The Current Status of the Warsaw Convention and Subsequent Protocols in Leading Asian Countries)

  • 이태희
    • 항공우주정책ㆍ법학회지
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    • 제1권
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    • pp.147-162
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    • 1989
  • The current status of the application and interpretation of the Warsaw Convention and its subsequent Protocols in Asian countries is in its fredgling stages compared to the developed countries of Europe and North America, and there is thus little published information about the various Asian governments' treatment and courts' views of the Warsaw System. Due to that limitation, the accent of this paper will be on Korea and Japan. As one will be aware, the so-called 'Warsaw System' is made up of the Warsaw Convention of 1929, the Hague Protocol of 1955, the Guadalajara Convention of 1961, the Guatemala City Protocol of 1971 and the Montreal Additional Protocols Nos. 1,2,3 and 4 of 1975. Among these instruments, most of the countries in Asia are parties to both the Warsaw Convention and the Hague Protocol. However, the Republic of Korea and Mongolia are parties only to the Hague Protocol, while Burma, Indonesia and Sri Lanka are parties only to the Warsaw Convention. Thailand and Taiwan are not parties only to the convention or protocol. Among Asian states, Indonesia, the Phillipines and Pakistan are also parties to the Guadalajara Convention, but no country in Asia has signed the Guatemala City Protocol of 1971 or the Montreal Additional Protocols, which Protocols have not yet been put into force. The People's Republic of China has declared that the Warsaw Convention shall apply to the entire Chinese territory, including Taiwan. 'The application of the Warsaw Convention to one-way air carriage between a state which is a party only to the Warsaw Convention and a state which is a party only to the Hague Protocol' is of particular importance in Korea as it is a signatory only to the Hague Protocol, but it is involved in a great deal of air transportation to and from the united states, which in turn is a party only to the Warsaw Convention. The opinion of the Supreme Court of Korea appears to be, that parties to the Warsaw Convention were intended to be parties to the Hague Protocol, whether they actually signed it or not. The effect of this decision is that in Korea the United States and Korea will be considered by the courts to be in a treaty relationship, though neither State is a signatory to the same instrument as the other State. The first wrongful death claim in Korea related to international carriage by air under the Convention was made in Hyun-Mo Bang, et al v. Korean Air Lines Co., Ltd. case. In this case, the plaintiffs claimed for damages based upon breach of contract as well as upon tort under the Korean Civil Code. The issue in the case was whether the time limitation provisions of the Convention should be applicable to a claim based in tort as well as to a claim based in contract. The Appellate Court ruled on 29 August 1983 that 'however founded' in Article 24(1) of the Convention should be construed to mean that the Convention should be applicable to the claim regardless of whether the cause of action was based in tort or breach of contract, and that the plaintiffs' rights to damages had therefore extinguished because of the time limitation as set forth in Article 29(1) of the Convention. The difficult and often debated question of what exactly is meant by the words 'such default equivalent to wilful misconduct' in Article 25(1) of the Warsaw Convention, has also been litigated. The Supreme Court of Japan dealt with this issue in the Suzuki Shinjuten Co. v. Northwest Airlines Inc. case. The Supreme Court upheld the Appellate Court's ruling, and decided that 'such default equivalent to wilful misconduct' under Article 25(1) of the Convention was within the meaning of 'gross negligence' under the Japanese Commercial Code. The issue of the convention of the 'franc' into national currencies as provided in Article 22 of the Warsaw Convention as amended by the Hague Protocol has been raised in a court case in Korea, which is now before the District Court of Seoul. In this case, the plaintiff argues that the gold franc equivalent must be converted in Korean Won in accordance with the free market price of gold in Korea, as Korea has not enacted any law, order or regulation prescribing the proper method of calculating the equivalent in its national currency. while it is unclear if the court will accept this position, the last official price of gold of the United States as in the famous Franklin Mint case, Special Drawing Right(SDR) or the current French franc, Korean Air Lines has argued in favor of the last official price of gold of the United States by which the air lines converted such francs into us Dollars in their General Conditions of Carriage. It is my understanding that in India, an appellate court adopted the free market price valuation. There is a report as well saying that if a lawsuit concerning this issue were brought in Pakistan, the free market cost of gold would be applied there too. Speaking specifically about the future of the Warsaw System in Asia though I have been informed that Thailand is actively considering acceding to the Warsaw Convention, the attitudes of most Asian countries' governments towards the Warsaw System are still wnot ell known. There is little evidence that Asian countries are moving to deal concretely with the conversion of the franc into their own local currencies. So too it cannot be said that they are on the move to adhere to the Montreal Additional Protocols Nos. 3 & 4 which attempt to basically solve many of the current problems with the Warsaw System, by adopting the SDR as the unit of currency, by establishing the carrier's absolute liability and an unbreakable limit and by increasing the carrier's passenger limit of liability to SDR 100,000, as well as permiting the domestic introduction of supplemental compensation. To summarize my own sentiments regarding the future, I would say that given the fact that Asian air lines are now world leaders both in overall size and rate of growth, and the fact that both Asian individuals and governments are becoming more and more reliant on the global civil aviation networks as their economies become ever stronger, I am hopeful that Asian nations will henceforth play a bigger role in ensuring the orderly and hasty development of a workable unified system of rules governing international commercial air carriage.

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