Model: MaxNoichl/discipline-tuned_specter_2_015
Author: MaxNoichl
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:43494, loss:TripletLoss, arxiv:1908.10084, arxiv:1703.07737, base_model:allenai/specter2_aug2023refresh_base, base_model:finetune:allenai/specter2_aug2023refresh_base, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: allenai/specter2_aug2023refresh_base
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:43494, loss:TripletLoss
base_model: allenai/specter2_aug2023refresh_base
widget: source_sentence: This paper reviews the social embeddedness theory and digital governance theory by reviewing literature. The author believes that digital technology embeddedness refers to that in order to improve governance efficiency, grass-roots governments incorporate digital technology, digital resources and digital platforms into the overall governance mode by embedding sexy knowledge, monitoring, prevention and control methods under the background of digital government transformation. Such embedment can not only efficiently integrate scattered social resources, but also enable government departments at all levels and social forces to share big data and realize precise governance. The definition of the concept of smart community emphasizes that it takes residential areas as the unit, takes modern information technology as the means, integrates high-quality resources of all parties, relies on the comprehensive information service platform as the support, and relies on the relatively advanced infrastructure construction to achieve an intelligent and convenient community management innovation mode of high-quality development of community governance. The integration system of sports and pension services emphasizes the governance of service contents such as venue planning, event organization, information service, fitness guidance, physical fitness monitoring, etc. to meet the public sports needs of the elderly under the leadership of the government. Through field investigation and case analysis, it is found that there are three realistic dilemmas in the integrated service system of smart community sports for the elderly. The division of power and responsibility between the government and society is vague, and the policy system is not perfect. Smart community digital technology is not embedded enough, smart service has shortcomings. The intelligent transformation of community public sports service is restricted, and the planning of community governance is inaccurate. Based on the analysis of the dilemma of the integrated service system of sports and old-age care in smart communities, this paper introduces the theory of social embedment and the theory of digital governance, and proposes the optimization path of public sports service governance in smart communities with digital technology embedment.
sentences: Lingnan dance culture, as an important art form, holds significant value in the construction of common human values in the new era. Through education and training, we can inherit and promote Lingnan dance culture, allowing more people to understand, appreciate, and participate in it. Innovation and preservation are key to driving the development of Lingnan dance culture, as we need to creatively adapt it to meet the needs of modern audiences while preserving its traditional characteristics. Additionally, cross-cultural exchange and cooperation serve as vital pathways to fostering common human values. By engaging in cultural and artistic exchanges with other regions, we can learn from and inspire one another, promoting understanding and integration between different cultures. The utilization of media and technology can enhance the dissemination and promotion of Lingnan dance culture. Through online platforms and digital technologies, it can reach a wider audience, allowing more people to experience its unique charm. With its distinctive artistic expression and profound historical heritage, Lingnan dance culture guides people in their pursuit of beauty, exploration of truth, and search for common values. It is not only an art form but also a symbol of culture and a manifestation of spirit. In the process of constructing a harmonious, diverse, and mutually respectful common human values in the new era, Lingnan dance culture provides us with valuable resources and insights, making a positive contribution to the progress and development of human society., Adoptive cell therapy (ACT) and chimeric antigen receptor (CAR) T cell therapy in particular represents an adaptive, yet versatile strategy for cancer treatment. Convincing results in the treatment of hematological malignancies have led to FDA approval for several CAR T cell therapies in defined refractory diseases. In contrast, the treatment of solid tumors with adoptively transferred T cells has not demonstrated convincing efficacy in clinical trials. One of the main reasons for ACT failure in solid tumors is poor trafficking or access of transferred T cells to the tumor site. Tumors employ a variety of mechanisms shielding themselves from immune cell infiltrates, often translating to only fractions of transferred T cells reaching the tumor site. To overcome this bottleneck, extensive efforts are being undertaken at engineering T cells to improve ACT access to solid tumors. In this review, we provide an overview of the immune cell infiltrate in human tumors and the mechanisms tumors employ toward immune exclusion. We will discuss ways in which T cells can be engineered to circumvent these barriers. We give an outlook on ongoing clinical trials targeting immune cell migration to improve ACT and its perspective in solid tumors., Future possibilities for resuscitation must take into account our still limited understanding of the reperfusion syndrome. Clinical resuscitation research must incorporate the use of prolonged life-support techniques. These may depend on the use of cardiopulmonary bypass to provide improved reperfusion of vital organs and to permit the time necessary to evaluate and treat the mediators and modifiers of the reperfusion syndrome. It is likely that some patients who require prolonged life support will need replacement organs or, should their brains fail to survive resuscitation, become organ donors. Physicians involved in resuscitation and transplantation must come to grips with the logistic problems of techniques for prolonged resuscitation., source_sentence: Tympanoplasty is done to eradicate ear pathology and to restore the conductive hearing mechanism (eardrum and ossicles). Some patients, however, do not tolerate tinnitus and question physicians about the results of surgery when tinnitus persists.to evaluate the progression of tinnitus in patients with conductive hearing loss after tympanoplasty.a prospective cohort study.00 consecutive patients with tinnitus due to chronic otitis media underwent tympanoplasty. The patients underwent a medical and audiological protocol for tinnitus before and after tympanoplasty.00.0% of patients had improvement or elimination of tinnitus after tympanoplasty The mean score of postoperative intolerance to tinnitus ( for and days) was significantly different from preoperative scores ( ). As to hearing loss, patients improved medically and days after surgery ( and ) compared to the preoperative condition ( ). Audiometry revealed improvement at all frequencies from to 0KHz, except at 0KHz. The air-bone gap was closed or was within 00dB in cases ( %). An intact tympanic membrane was achieved in % of the cases.Aside from the classical improvement of hearing loss, tympanoplasty also offers good control of tinnitus.
sentences: To evaluate the effect of glass-ionomer cement (GIC) on gene expression (gtfC, gtfD, covR, and vicR) of Streptococcus mutans (S. mutans) biofilms at , and hours.Six groups were tested according to the materials and time observation, as follows: ceramic (IPS Empress Esthetic), as the control group, and GIC (Ketac Molar Easymix); and time points of S. mutans biofilm formation ( , , and hours). Round-shaped samples ( x mm) of each material were prepared according to the manufacturers' specifications. GIC discs were handled in a laminar flow hood under aseptic conditions and stored at % relative humidity at 00C for hours to complete setting reaction. The samples were placed in a -well plate and immersed in ml BHI + % sucrose with an inoculum of S. mutans UA000 to allow biofilm growth during , , and hours. Next, the samples were removed, vortexed and centrifuged to collect cell pellets (n= ) for each material and time point. Pellets were stored at -00C. Then, RNA was purified using the RNeasy Mini Kit protocol. The RNA was converted in cDNA using iScript cDNA Synthesis according to the manufacturer's recommendations. Analysis of gtfC, gtfD, vicR, and covR expressions was performed using Step One Real-Time qPCR device with specific primers for each gene and the analysis normalized by 00S reference gene expression. Data from gtfC, gtfD, and vicR were analyzed by t-test to compare between groups while Mann-Whitney was used to analyze covR expression (= ).No significant differences at and hours between materials for all analyzed genes were noted. However, in the -hour period, a significant decrease in gtfC and vicR expressions were observed, while covR expression increased when GIC was compared to ceramic.The use of glass-ionomer cement decreased the virulence of S. mutans biofilms, which may imply a reduced bacterial cariogenic potential., To evaluate the degree of compliance with pharmacological therapy, and to identify predictors of non-compliance in outpatients from a cardiology referral center in Sao Paulo, Brazil, we studied outpatients, ( percent) males and ( percent) females, through an interview guided by a questionnaire during medical consultation. The ages ranged between and (mean , standard deviation ) years. Heart disease and socioeconomic factors (residence, means of transport, educational level and professional status) were studied. In addition, we examined the drugs prescribed including: difficulties in taking them; the source of supply; and the patient's knowledge of the drugs. Assessment of compliance was based on the patients' response. The patients' answers were compared with the prescription and progress notes. Errors were recorded if the patient reported using one or more nonprescribed medicines. Compliance with therapy was recorded if the patient said the prescription was taken correctly without interruption and without error. The variables with significant differences in univariate analysis were further analyzed by multivariate log-linear regression analysis. Noncompliance occurred in ( percent) of the patients, and was predicted by the reported difficulty in taking medication (P< ), and by the lack of knowledge of medication names (P< ).Thus, noncompliance with medical therapy was common. The main predictors of non-compliance were the reported difficulty in taking medication and inability to identify medicines' names., Oral cancer in Brazil still presents high levels of incidence and mortality bearing different traits throughout the national territory. In most of the cases the diagnosis is late; however there is a great possibility for cure when treated early on.to assess factors associated with the late diagnosis of oral cancer in the state of Alagoas.a prospective cross-sectional study was carried out in patients, all of them diagnosed with oral squamous cell carcinoma in a hospital of Alagoas, between July of and September of . A semi-structured interview was given, obtaining socio-demographic data, the type of professional help sought, symptom onset, referrals and tumor clinical stage at the moment of diagnosis.According to the results obtained in this study, the patients usually sought professional medical help, rather than dental help when a lesion in the mouth appeared, being always referred to a specialist by the dentist, in advanced stages of the disease.This study suggests the need for continued education programs for the population and professionals aiming at the early identification of symptoms of the illness; however needing further studies., source_sentence: Between and South Asia absorbed about a fifth of the new silver injected into the global economy and a number of historians have documented the commercial boom and monetization of economic life that followed. This article, which draws on evidence from South India, examines the use of money in rituals that marked life-cycle events such as birth, marriage and death, which is an element of monetization that has thus far gone unrecognized. Money was a critical part of the gifts that were given at ritual moments and coins were an essential object in rituals as they were believed to possess magical powers. The ubiquity of money in South Indian ritual life and its role in solidifying personal relations suggests that the classic social theories of money, which drew upon European thought and viewed it as a force that destroyed connections between people, must be rethought.
sentences: This article reviews the evolution of Ottoman fiscal institutions and analyses long-term trends in the revenues of the Ottoman central administration from the sixteenth century until World War I. It also compares long-term trends in Ottoman revenues with those of European, and to a lesser extent, Asian states. The Ottomans were often involved in wars with their European neighbours but much less so with their neighbours in Asia where interstate rivalry was less intense. Wars put enormous pressure on the states and their survival depended closely on their ability raise revenue. As a result, wars, centralisation of finances and emergence of centralised states were interrelated processes. Revenues of the Ottoman central administration lagged well behind its European neighbours until the end of the eighteenth century because local elites retained large part of the revenues. However, the centralising reforms of the nineteenth century enabled the Ottomans to raise their central revenues significantly and survive until World War I., The article tells about the industrial unit for production of liquid sulfur dioxide based on sulfur and oxygen, which has been developed by Research Institute of Fertilizers and Insectofungicides(patent No. dated / / ). The principal difference of the proposed industrial process is the use of technical oxygen instead of FDF and the use of a sulfur furnace and a sulfur vapor condenser combined in one housing. To determine the design parameters of equipment and to master the process, the article describes a lab unit for production of liquid sulfur dioxide, developed by and implemented at Research Instituteof Fertilizers and Insectofungicides. At the moment, the lab unit is run to adjust the operating mode., Since its launch on December , the joint ESA/NASA SOHO mission has provided a wealth of information about the Sun, from its interior, through the hot and dynamic atmosphere, to the solar wind and its interaction with the interstellar medium. At the same time, SOHO's easily accessible images and movies have captured the imagination of the science community and the general public alike. This article summarizes some of the key findings from years of SOHO.To search for other articles by the author(s) go to:, source_sentence: Objective: To investigate the bacteria adhesion conditions on the dental curing light-guide rods overnight placement disinfection for controlling nosocomial cross infection. Methods: Fifty light-guide rods in six dental clinics of one hospital were chosen, and the bacteria adhesion conditions on the light-guide rods overnight placement disinfection were examined with ATP bioluminescence method. The test was conducted every morning before the clinic opens and repeated for consecutive days. Results: The relatively light units(RLU) value of the light-guide rods for children dental clinic, dental pulp clinic, oral comprehensive clinic, dental repair clinic, maxillofacial surgery clinic and dental periodontal clinic are000 , .0, .0, , , . The difference between each clinic's RLU value is significantly different(P ). Conclusions: All the bacteria adhesion conditions on the light-guide rods overnight placement disinfection in each dental clinic before openning are out of the standards that stipulated by the Ministry of Health, and the dental curing lights should be disinfected prior to usage. And significant difference is found between all the bacteria adhesion conditions in each dental clinic.
sentences: After falling asleep in the film projection booth, Buster Keaton, the lover/dreamer in Sherlock Junior, stages a brief but perilous theory of simulation, a conjurer/ vaudevillian's treatise on representation which literally and metaphorically incorporates the body of the performer as spectator in the theatre, in process with technical wizardry. The dreamer/projectionist, the doubled body of Keaton, jumps onstage into the melodrama of Hearts and Pearls, assaulting theatrical protocol with its divide between spectator and spectacle, and confounding the screen's surface flatness, converting the illusions of depth and space into a theatrical real. This condensed sequence in the narrative serving as a complex bridge between the outside film and the dreamed film takes Keaton's manipulable body and stoically amazed face on location, with drastic temporal and spatial changes of locale which are filmically 'real' and which theatrical space can only represent. Editing, the arch fabricator, catapults his body in mid action from one geography to another in this justly famous nine shot sequence (shots to ). The film's audience of Hearts and Pearls (the film within a film) is visible in all the shots, as is the frame/curtain around the screen. The convention of the fourth wall, the immaterial but impermeable barrier between spectator and spectacle, is what must be overcome in this escalation of an illusory 'real.' Matching action or cutting on movement which enables a seamless match between cuts is, in this instance, a dangerous and careless weapon., The identification of poor medicinal adherence is difficult because direct observation of medication use is usually impractical. Up to % of individuals on chronic therapies may not be taking their medication as prescribed. This study is one of the first to explore possible risk factors for over-reporting of antihypertensive adherence using electronic medication monitoring.The adherence of individuals on single-drug antihypertensive therapy in a large managed care organization was electronically monitored for approximately three months. Questionnaires on socioeconomic background, adherence to therapy, health beliefs, and social support before and after adherence monitoring were completed. Over-reporting of antihypertensive adherence was assessed by comparing the self-reported frequency of noncompliance with that determined from electronic dosing records. Risk factors for over-reporting were identified by contingency table analysis and step-wise logistic regression.Although only % of participants acknowledged missing doses on one or more days per week, electronic monitoring documented nonadherence at this or a higher level in % of participants. The following variables were associated with over-reporting: > versus daily dose (OR = ; % CI = - ; p = ), lower perceived health risk from nonadherence (OR = ; % CI = - ; p = ), and annual household income of < dollars versus > dollars (OR = ; % CI = - ; p = ).Over-reporting of adherence may be affected by factors related to dosing frequency, health beliefs and socioeconomic status. This topic deserves further investigation in other patient populations to elucidate possible underlying behavioral explanations., Objective:The evaluate the attitudes of different people towards several dental esthetic concepts. Methods: several computer-aided imagings were used to evaluate the attitudes towards several dental esthetic concepts as followed: . The visible portion of upper central incisor at rest position. .Teeth color. The survey was conducted on the web. A web page of questionnaire was made, the link address was put on the homepage of Peking University School of Stomatology 0nd Dental Center. The replies were counted and analyzed. Results: A total of responses were received and analyzed, most informants appreciated upper central incisor exposing 0mm ( %) at rest position, as well as 0mm ( %). People with high educational level preferd upper anterior teeth exposing 0mm,while people with low educational attainment chose 0mm. Also, most dentists chose 0mm while most laymne chose 0mm. Further more, teeth with high and normal brightness were preferred than dark ones. More dentists, rather than laymne, chose original teeth colour while more laymne perfered brighter teeth. Conclusion: most people appreciate upper central incisor exposing 0mm and 0mm at rest position. Moreover, bright teeth are more popular than dark ones. There are significant differences between dentist and layman as to the choice of visible portion of anterior teeth at rest position and teeth colour. In addition, educational background will affect informants'choices when looking at varied visible portion of upper central incisor at rest position., source_sentence: The recursive circulant network G(N,d) can be widely used in the design and implementation of parallel processing architectures. It consists of N identical nodes, each node is connected through bidirectional, point-to-point communication channels to different neighbors by jumping  d^i , where  {\leq}i{\leq}{\lceil}{\log}_dN{ ceil}  - . In this paper, we investigate the routing of a message on  G( ^m,0) , a special kind of RCN, that is key to the performance of this network. On  G( ^m,0)  we would like to transmit k packets from a source node to k destination nodes simultaneously along paths on this network, the  i^{th}  packet will be transmitted along the  i^{th}  path, where  {\leq}k{\leq}m- ,  {{\leq}}i{{\leq}}m- . In order for all packets to arrive at a destination node quickly and securely, we present an  O(m^ )  routing algorithm on  G( ^m,0)  for generating a set of one-to-many node-disjoint and nearly shortest paths, where each path is either shortest or nearly shortest and the total length of these paths is nearly minimum since the path is mainly determined by employing the Hungarian method.
sentences: The localised corrosion resistance (pitting and crevice corrosion) of the high alloy .0Cr00Ni0.0Mo superaustenitic stainless steel has been studied in solutions with chloride concentrations between and ppm. A similar study has been carried out using mixtures of equal concentrations of chloride and fluoride ions in the range of to ppm. pH values varied from to . The critical temperatures for pitting and crevice corrosion have been calculated for these test media using electrochemical techniques (direct current). From the results obtained by cyclic polarisation, the critical pitting temperature (CPT) and the critical crevice temperature (CCT) have been determined for this material in each of tested media. The resistance of this material to localised corrosion is high, mainly due to the high repassivation rate in the tested media. At the highest tested concentration of chloride and fluoride ions and at pH , the material undergoes a generalised attack., The separation and recovery of NaF from fluorine containing solution by the common ion effect of Na+ was studied. The solubility of NaF in the solutions of NaCl, NaNO0, Na0CO0, Na0SO0 and NaOH at C was determined. It was found that when the compound containing sodium, such as Na0CO0 or Na0SO0 was added into NaF saturated solution to product the common ion effect of Na+, most of the NaF can be crystallized without evaporating concentration, and the added Na0CO0 or Na0SO0 can be recovered by cooling crystallization. Combining cooling crystallization with the common ion effect of Na+, different processes can be designed to recover NaF from different fluorine containing solutions. This will have a significant impact on the treatment of fluorine containing wastewater and the recycling of fluorine resources., Wireless Mesh Networks aim to attain large connectivity with minimum performance degradation, as network size is increase. As such, scalability is one of the main characteristics of Wireless Mesh Networks that differentiates it from other wireless networks. This characteristic creates the need for bandwidth efficiency strategies to ensure that network performance does not degrade as the size of the network increase. Several researches have been done to realize mesh networks. However, the researches conducted were mostly focused on a per TCP/IP layer basis. Also, the studies on bandwidth efficiency and bandwidth improvement are usually dealt with as separate issues. This paper aims to simultaneously study bandwidth efficiency and improvement. Aside from optimizing the bandwidth given a fixed capacity, the capacity is also increased using results of physical layer studies. In this paper, the capacity is improved by using the concept of non-overlapping channels for wireless communication. A channel allocation scheme is conceptualized to choose the transmission channel that would optimize the network performance parameters with consideration of chosen Quality of Service (QoS) parameters. Network utility maximization is used to optimize the bandwidth after channel selection. Furthermore, a routing scheme is proposed using the results of the network utilization method and the channel allocation scheme to find the optimal path that would maximize the network gain.
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: cosine_accuracy
model-index: name: SentenceTransformer based on allenai/specter2_aug2023refresh_base
results: task: type: triplet
name: Triplet
dataset: name: specter 2 
type: specter_2_
metrics: type: cosine_accuracy
value: 0.9705747126436781
name: Cosine Accuracy
verified: no
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Created: 2025-01-11 15:20:30