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Future Internet 2017, 9(4), 68; doi:10.3390/fi9040068
Challenges When Using Jurimetrics in Brazil—A Survey of Courts
Law School, Mackenzie University, São Paulo, SP 01302-907, Brazil
Informatics and Computing Department, Mackenzie University, São Paulo, SP 01302-907, Brazil
Correspondence: Tel.: +55-11-2114-8301
Received: 1 October 2017 / Accepted: 16 October 2017 / Published: 25 October 2017
Jurimetrics is the application of quantitative methods, usually statistics, to law. An important step to implement a jurimetric analysis is to extract raw data from courts and organize that data in a way that can be processed. Most of the raw data is unstructured and written in natural language, which stands as a challenge to Computer Science experts. As it requires expertise in law, statistics, and computer science, jurimetrics is a multidisciplinary field. When trying to implement a jurimetric system in Brazil, additional challenges were identified due to the heterogeneity of the different court systems, the lack of standards, and how the open data laws in Brazil are interpreted and implemented. In this article, we present a survey of Brazilian courts in terms of readiness to implement a jurimetric system. Analyzing a sample of data, we have found, in light of Brazil’s open data regulation, privacy issues and technical issues. Finally, we propose a roadmap that encompasses both technology and public policy to meet those challenges.
Keywords:jurimetrics; legal informatics; public policy; open data; computacional law; e-government
Jurimetrics is the application of quantitative methods, usually statistics, to law. By using a quantitative approach to analyze judicial decisions, it is possible to identify patterns and outliers, making it possible to forecast the outcome of a court decision and thus making the law more predictable. Due to its nature Jurimetrics requires a multidisciplinary approach in which statistics and computer science and law experts work together to solve framework and access problems . Such an approach also requires computer systems able to store and process the judicial decision, but mostly important an online access to such decisions are required.
In Brazil, judicial process has been required to implement a digital mandatory procedure by 2006, when Federal Act n. 11.419/06  fostered the use of electronic documents in the proceedings of a court of law. The law allowed the courts to implement systems to handle the judicial processes, but it did not require them to do so and did not define any standards for its format. It recommended the use of standards, open source, and that it should be accessible through the internet, but the courts were not legally required to do so. Slowly, many courts adopted the use of electronic documents but followed different paths. The Brazilian Freedom of Information Act (FIA)—Federal Act n. 12.527/2011 —gave the courts the obligation to make the data available to every citizen, but the implementation of this law also varied widely.
Empirical research in law is not a new field: jurimetric was defined in 1949 . However, in Brazil, due to the late arrival of electronic documents and the difficulty to access information from courts, quantitative-driven research agendas gained some visibility only in 2011, when first papers were published in local journals. They were mainly focused in reviewing jurimetrics state of art and mostly did not use statistics or computational techniques. The use of statistical analysis and the use of computational techniques for access and analysis of judicial decisions became more frequent by 2013 . For instance, Castro  uses descriptive statistics in order to identify the percentage of use of protective measures different from imprisonment by the judiciary, and Nunes and Trecenti  made use of computational techniques to capture, processing, and analyze 157,379 court rulings.
This paper presents an exploratory study of the Brazilian courts through which we address the subject from a legal and technological point of view. The paper is composed of five parts. In the next section, we present the methodology used in the survey. Then we present the Brazilian Freedom of Information Act (FIA)  and all the legal framework in which we are inserted and how the laws are helping or hampering the implementation of jurimetric systems. Following that, we present the survey results and finally, the conclusions of this study.
This work aims to determine the readiness of Brazilian courts for the implementation of jurimetric systems. In order to assess that, we started with the following hypothesis:
- Hypothesis 1: The legal framework is not enough;
- Hypothesis 2: Current systems are preventing progress in this area as they do not follow any standard and many have implemented measures that do now allow automated data gathering (robots);
- Hypothesis 3: Courts are not prepared and neither abide by the current laws.
In order to validate these hypothesis, this paper uses a multimethod approach. To validate hypothesis 1, we promote a review of the methodological literature regarding access to judicial data and the current laws in Brazil. To validate hypothesis 2, we evaluated courts website. Finally, to validate hypothesis 3, we employed a tool regulated by the Brazilian Freedom of Information Act (FIA) , entitled as Access to Information Procedure (AIP).
The aforementioned tool allows citizens or researchers to contact public agencies either to obtain answers concerning their routines or to have access to whatever data sets they are responsible for. Once provoked, the agency has a 20-day period to provide an answer (which can be extended to a 30-day response time deadline) .
Due to this tool, we have addressed a court website survey before the 26 state courts, the DC court, and two national courts (Supreme Court of Justice and Superior Court of Justice), a set comprised of 29 observations.
With the results of the survey, we have organized the information into an analytical framework.
3. Brazil’s Freedom of Information Act
3.1. Legal Framework
Access to information is a universal right, and the legal framework for it dates back to the Universal Declaration of Human Rights , where article 19 declares that every human being has the right to freedom of opinion and expression. The United Nations Convention against Corruption , in articles 10 and 13, also recommends that each state party shall take the necessary measures and actions to improve the transparency of public administration, thus providing access to information about your organization, operation, and, above all, of its decision-making processes. Finally, the fourth item of the Inter-American Declaration of Principles of Freedom of Speech  reaffirms the need for access to information and proclaims this as a fundamental right of the individual.
In Brazil, the guarantee of access to information is ensured by item XXXIII of article 5 of the Brazilian Federal Constitution (1988) , which says: “everyone has the right to receive information from public information bodies of one’s particular, or collective or general interest.” However, despite the existence of this provision, formal and structured access only become nationally enforceable in 2011 due to the enacting of a bill that regulated the forms of access to information , establishing that the information produced by the state is public and its secrecy the exception.
This bill is the Federal Act 12,527/2011—Brazilian Freedom of Information Act (FIA) —which establishes that the activity of agencies throughout the public administration shall be available to the public by default. In addition, sets forth a minimum list of information to be included in the agency internet sites, for example, institutional information, records of expenditure values and transfers, bids, contracts, general data allowing the monitoring of programs and projects, among others.
In this context, the transparency of information can be divided into two categories: active and passive transparency. The first relates to the publication of information on the agency internet site. The second category relates to information that is not published and therefore there is a need to request it to the holder of the information. To make sure that information in the second category was made available, the law established a mechanism—the Access to Information Procedure (AIP) to request it as well as the duty of the agency to provide it when requested .
Since 2009, the Brazilian National Council of Justice (CNJ) established the need for dissemination of information about the activities performed by Brazilian courts. Examples include the issue of Resolutions 79  and 102 , both from 2009, which advocate for the dissemination of budget, management, governance, revenues, expenses and payroll. When the FIA was issued , the CNJ published a new resolution in order to clarify the need for dissemination of information on the amount spent with travel expenses, bonuses and reimbursements—Resolution 151/2012-CNJ .
Finally, in 2015, the CNJ edited new Resolution 215/2015 , which incorporated the legal concepts of the previous regulations and compiled them in a single instrument that regulates the access to information. This normative instrument reaffirmed the guidelines and principles of FIA and, among other measures, determined the dissemination of information on the functioning of the Brazilian Justice in plain and accessible language, presented the minimum information that needs to be published, established which types of information will not be given and what information is restricted, and defined which trials should be publicized, establishing the need of live video stream for such sessions and that the recording and minutes should be available on the internet.
3.2. Judicial Courts and the Access to Information Procedure (AIP)
Despite the legal framework, which aims to ensure access to information, whenever one is willing to access information that goes beyond a query to a single process, the user finds many barriers, as computer systems to access data are not available for most information, and there are anti-robot barriers, including captchas that make downloading data in bulk, advanced searches, and other tasks important in a research a tedious, repetitive, and error prone task .
The Open Society Justice Initiative , by analyzing this subject in countries of the Americas, stressed that the development of access to judicial information must follow the same purposes adopted by the Executive power: the guarantee of transparency, greater efficiency and effectiveness, and greater confidence in the Judiciary, and the concern about the exposure of sensitive information and how to curtain it without censorship. In this context, judicial information systems should be able to ensure: the independence of the judiciary; fair and efficient administration of Justice; protecting the privacy of the judges, the parties and other participants in the judicial process; ensure the safety of parties, judges and other participants in the process and guarantee the public and media access to the proceedings, in order to ensure the right of society to know what occurs in the Justice system.
The study “Access to information and Transparency in the Judiciary developed by the World Bank Institute”  suggests that, with regard to the judicial function, access to information in the courts includes topics such as the publishing of rulings, access to proceedings in cases of corruption involving public officials, information on the operation of Upper Courts, transparency in the judicial sessions, and mechanisms for the participation of the civil society. According to this study, it is up to the Judiciary to ensure the transparency of the information while it is executing its core activities .
Artigo 19, a Brazilian watchdog NGO concerned about the FIA  implementation, draws attention to the gray area that exists between the administrative and judicial information. This is because some court decisions go beyond individual conflicts and impact society as a whole, as for example in conflicts involving freedom of expression and information. In this regard, it is suggested that the observance of the FIA, in fact, is only one aspect of transparency in the judiciary .
Therefore, the actions of the judiciary can only be considered transparent if the dissemination of information goes far beyond those determined by FIA. According to Artigo 19, the Judiciary must also publish information produced as result of its main activities, such as information about access to the judicial system and jurisprudence, information about an ongoing case progress, forms of social participation, disclosure of agendas and schedules of hearings of the magistrate,; information about the election of the Presidents of the courts and magistrate assignments, and information about the process of nomination and appointment of Ministers to the Supreme Court .
3.3. Jurimetrics in the Context of the Fredoom of Information Act (FIA)
Research in Law, as an applied social science, tends to produce qualitative studies, which is why quantitative research in this field is not common. The doctrine says that the quantitative method, although not very usual in this field, can be of great value when you want to understand legal phenomena of greater complexity .
The advent of law 11.419/06 , which rules on the digitalization of the judicial process and the consequent use of integrated systems to handle the legal process, improved it productivity and it allowed for the registration, storage, and retrieval of information quickly and reliably, making room for the collection and analysis of judicial decisions to become systemic. This fact creates the possibility of a new analytical approach, where the jurimetric approach becomes feasible and can come into play. It allows for fast and objective gathering of data about how the law is being applied by querying massive amounts of rulings and other jurisprudence from the legal court databases.
In 1971, Loevinger , in the article “Jurimetrics the Next Step Forward” published by the Minnesota Law Review, coined the term “jurimetrics” to conceptualize the union of legal theory with the computational and statistical methods with the purpose of analyzing jurisprudence in order to make use of the law more predictable. Brazilian authors such as Nunes  defined the study of jurimetrics as a form of empirical research that relies on a statistical approach. Nunes also says that jurimetrics is the discipline that aims to investigate the law through the application of statistics. Its purpose is to understand what the real causes that lead to the creation of standards that make up the legal system are and what effects they produce in society .
In this context, the quantitative method depends on data collection and analysis to respond to research questions and test the assumptions laid down previously and relies on numerical measurement, counting of occurrences and in the use of statistics to establish with accuracy the behavior patterns of a given population .
The legal system adopted in Brazil is civil law, and its legal system comprises ordinary justice, which is divided into State and Federal courts, and special justice, which is divided into Labor, Electoral, and Military specialties. Anything that falls outside the jurisdiction of the Federal or the Special Justice is handled by the State System. The organizational standards of the judicial branch are defined in the Federal Constitution [9,20].
Currently, the Brazilian judicial system has the following courts: the Federal Supreme Court (STF), the Superior Court of Justice (STJ), the Superior Military Court (STM), the Superior Labor Court (TST), the Superior Electoral Court (TSE), five Federal regional courts (TRFs), 24 Regional Labor Courts (TRTs), 27 Regional Electoral Courts, three State Military Courts of Justice (TJMs), and 27 State Courts of Justice (TJs) .
The Brazilian judiciary has 74 million litigations pending trial, where the State Courts are responsible for 69.3% of all the claims presented before the Judicial Branch, nonetheless being responsible for 79.8% of the pending courts’ docket . For this reason, this research focuses its analysis on the 27 State Courts of Justice.
3.4. Jurimetrics in the Context of Data Access
Implementing jurimetric studies presents technological challenges, as the data is usually in a free form text, and a variety of techniques need to be applied to extract the requested information. Typically, a jurimetric study involves establishing a hypothesis and then gathering and processing the data that could corroborate or refute the hypothesis. Some other studies are meant to provide statistical information. In this case, instead of a hypothesis, we start with the definition of the data that we want to consolidate, but in the end, it boils down to gathering and processing data. In order to gather the data, information can be manually collected and typed in, or a script can be developed to gather the data. Needless to say, data gathering will be more effective when it can be automated by a script .
To automate data gathering, one must create queries to get this data from its sources. Depending on how the data is organized and what interfaces are available to the source, this task may be simple or nearly impossible. Many sources impose blocks to automated querying, requiring human intervention. The most common implementation of this blocks are CAPTCHAS, where before delivering the results, a challenge that a machine would normally not be able to answer must be responded to . These blocks are usually implemented for two reasons: to prevent data theft and to prevent the server from being overloaded from excessive queries. In the case of the courts, data theft is not an issue. However, there are some cases where allowing someone to download the entire court database might become an issue. For example, it is illegal for a potential employer to search for the labor lawsuits of a candidate. The Labor Court handles that by only allowing users to query data from the process number. Also, the second reason is relevant, as it may not be the best use of public money to finance servers that can handle automated queries.
To allow automated queries, some companies adopt an API (Application Program Interface), which is a set of routines, protocols, and tools that allows software applications to talk to each other. In order to avoid excessive use and therefore extra costs, an API requires the user to register before using and imposes limits on hourly, daily, and/or monthly number of queries per user .
When an API is not available, automated queries will likely resort to web-scraping, a technique that involves emulate a human browsing a web-site to gather the data. This process requires much more programming effort and consumes more client and server process and data-transfer, as most of the data is to make the information visually appealing to humans. To make matters worse, whenever a website layout changes, even if the same information is displayed, the web-scraping program likely stops working and needs to be updated. When a CAPTCHA is present, it is sometimes possible to implement some routine to automatically “break” the CAPTCHA. In most cases, the process becomes partially automatic, and the program halts for a human to answer the challenge to then resume web-scraping .
Another important barrier to automate data gathering is the lack of standards. To make computer processing easier, the data should be organized and available in the same format in order to avoid expensive ETL (Extract, Transform, Load) processes. The FIA  makes no provision in this sense, and neither does any other regulation that followed it.
4. Results and Discussion
In order to verify if it was possible to gather judicial data from the Brazilian courts and its readiness for jurimetric research, we developed an exploratory survey encompassing 29 Brazilian courts of which two are Supreme Courts (STF and STJ) and 27 are the State Court of Justice belonging to of each one of the States and the Federal District and Territories of Brazil.
The present study was divided into two parts. The first looked for official websites/search engines/APIs available for each court included in this study. They were evaluated regarding (1) standardization of systems available to search jurisprudence data, (2) standardization in relation to the data returned by search, (3) difference in attributes returned by the search, (4) use of CAPTCHA, and (5) possibility to download the full text of decisions.
The second part was concerned with how the Access of Information Procedure (AIP)  was being implemented in the researched courts in terms of law abiding and information management. The survey looked into how each court handled the AIP requests sent, checking if they issue control number for the requests, if all the court cases were available in digital format, which cases are published, if the documents are universally accessible, and how often they update their public jurisprudence database. In total, 145 requests were sent to request this information using the FIA  as the legal base for the request.
4.1. Court Web Systems Survey
After looking into each of the 27 State Courts and two Supreme Courts, we found that no API is provided to gather jurisprudence data, which means that any jurimetric study has to rely on web-scraping of the court website. By reviewing each court website, it was found that there are no standards in terms of search engine, search fields, and data shown as result of a search. Many courts had a CAPTCHA in place, making automated queries harder to implement. Also, not all of the courts allowed the download of the full court decision for a given case.
During the research, we found that the courts of the States of Santa Catarina and Rio de Janeiro are changing their systems and provide two search engines for court cases, thus raising the total number of court case search engines to 31 systems.
Regarding the development of these systems, the most commonly found option was in-house development by the information technology staff member of the courts. Twenty-two of the 31 systems were developed by the court’s own staff. As each one of these 22 systems were developed by a different team, one would end up with 22 different proprietary systems to interface with and to build a web-scraper for. In the case of the Rio de Janeiro State Court, the original system was developed in-house, and in the case of the second one, called GSA, we could not identify whether it was in-house or not. The remaining eight courts adopted the same system, called e-SAJ (Electronic System of Automated Justice), developed by Softplan, one of the largest software development companies in Brazil in the Justice, Infrastructure, and e-government segments (Figure 1). They did that regardless of the fact that the National Justice Council (CNJ) determined that the courts should adopt another system the Judicial Process Electronic System (PJe) [3,25].
As to how one can search for information, the present study showed that there are no standards in the number and type of fields available to find court cases. Two courts offer only one field, namely search text, while there are courts that provide up to 20 fields. The same applies to the search results: there are no standards in what is displayed as result, and the number and type of attributes vary widely, as it can be seen in Figure 2.
That difference between court data available and search parameters carries significant impact on any research that involves a nationwide view of a comparison between Courts, as the search methodology may not be available or the desired attribute may not be in the result data. This finding corroborates with a report from Artigo 19 , which strongly advocates for standards in the jurisprudence search engines, as they see it as fundamental for judicial transparency.
In relation to the use of CAPTCHA (Figure 3), which hinders the information requests that are made by a machine, it was found that of the 29 surveyed, nine courts use it, and six of the courts that use e-SAJ force the user to go through the challenge before have effective access to the content of decisions. Finally, with respect to access and download of the full text of the decisions, the courts of Justice of Espírito Santo and Goiás do not have this feature in their search engines. Another four courts, namely Pará, Pernambuco, Rio de Janeiro (both systems), and Tocantins have the feature in their web-system, but the feature does not work, which for practical terms is no different than the former. This is not in compliance with the second article of resolution 121/2010-CNJ , which ensures, to any person, the right to access to procedural information and the basic data of the processes, such as the number, class and process issues, name of the parties, and their lawyers, procedural timelines in lawsuits, and full text of the decisions, sentences, rulings, and votes, all of which should be available at any time. The consolidated results can be seen in Figure 3.
4.2. Access Information Procedure Survey
Law 12,527/11  brings fundamental rules to ensure that a citizen can find information on government websites (active transparency) and is able to request information not previously provided by the government (passive transparency) through the Access Information Procedure (AIP) . Thus, the second part of the study sought to assess how the courts comply with the AIP and (i) assess the information websites, (ii) map the procedure to be followed by a citizen if you want to formulate request under the AIP, (iii) identify whether the courts searched have information management policy, and (iv) analyze empirically the compliance by the courts that composed the sample surveyed.
The study evaluated 29 Brazilian courts, the Courts of Justice of 27 States and Federal District and Territories, and two superior courts. Thus, 145 requests for access to information were formulated and sent from a single identity, through the internet, using the most relevant system in each court: platforms dedicated to FIA, Ombudsman, contact us tools, email, or any other means identified on their websites. For each court in the survey, we issued five requests under the AIP. All requests were submitted in a single day, 5 September 2017.
The access requests had the following questions: (1) Does the Court have an information management policy? If so, please specify the normative instrument that defines it and where it can be found? (2) Are all court cases available in digital format? If so, are they available in the Court website? (3) What procedural parts of a Court case are published (application, contestation, dispatches, sentence, etc.)? (4) Are these documents universally accessible? In case of negative answer, what was the reason for such restriction? (5) How often is the court case database available in the Court website is updated?
Once the requests were sent, we waited for the replies until 25 September 2017, which is the last day according to the AIP for the court to reply, in accordance with paragraph 1, article 11 of the LAI , which states that under the AIP, it shall not take longer than twenty days to provide a response or request for an extension of deadline.
4.2.1. Comparative Analysis of Information Access Platforms
The data contained in the Table 1 below refer to the platforms of all 29 courts that were object of analysis. The first column identifies whether the court possesses specific platform for submissions of applications for access to information request, in addition to the columns confirmation email, registration required, email notification, and if it was possible to make an appeal. These attributes were selected because they must be present in good transparency passive platforms, according to the Brazilian State and Transparency-Evaluating the implementation of the Freedom of Information Act (FIA) . The authors highlight that international best practices of transparency advocate that government agencies, including courts, making use of technology and adopt digital platforms to requests for access to information, as it already occurs in Mexico, Chile, Canada, and other countries .
Whereas the FIA  aims to guarantee constitutional right of access to information, the definition and use of a web-based platform different from the traditionally used channels for other purposes assumes importance in the implementation of law . In this respect, it was found that 86.2% of the courts searched do not have their own platform to meet the requests for access to information, and make use of communication channels designed for other purposes, such as Ombudsman and Contact Us.
There is, therefore, a misuse of communication channels that were meant for another purpose in order to provide a means to reply to information access requests, which many times does not comply with the FIA  and compromises the rights guaranteed by the Constitution . As an example, the response sent by the Ombudsman of the Court Justice of Bahia informed us that the request was beyond their competence and forwarded the request to the Modernization and Information Secretary (SETIM), which then said that such request should be sent to the Information and Documentation Agency (NDI), without giving the NDI’s address or contact, which is clearly against what is stated in the AIP .
Regarding the issuance of a control number for requests and a confirmation email, 24.1% and 17.2% courts surveyed, respectively, do not provide a request control number nor a confirmation email. This practice does not allow citizens to check whether your demand was in fact received and registered by the Court and whether the necessary measures have been taken to respond to the request, making any attempt to follow up more difficult.
In the study, transparency in the Brazilian State  that evaluated the application of FIA  by the Brazilian State, it was found that the various platforms used only allowed the citizen to access the response to request for information after inserting the control number generated at the moment of the request. They warn, however, that the platforms do not offer alternate means to access the response in the case of a loss of that number. In this context, the situation found by this survey verified that some platforms allow user registration to implement this alternative means. However, 62% of the analyzed platforms do not make use of the Login.
Also, we found that the Court of Justice of the States of Ceará, Pará, Rio Grande do Norte, and Roraima are really behind because they do not provide a control number, do not send confirmation email, nor have a platform with Login or any other mean to follow up on the request for information.
4.2.2. Analysis of Information Access Request Responses
Once the deadline for the responses to the information access requests passed, analysis started including (i) response rate, (ii) response time, and (iii) quality of the answers. For each court surveyed, five requests for access to information were sent, totaling 145 requests, all sent from the same citizen, through the internet, using the most relevant system in each court dedicated to the AIP : Ombudsman, Contact Us form, email, or any other mean available identified in their respective websites. The results were summarized on Table 2.
In terms of response rate, from a quantitative perspective, only 53 of the 145 requests were answered, which means that 63.4% of requests were unanswered. Of the 29 courts surveyed, only nine of them answered the five requests, and two courts responded to four of the five requests. The response rate found in this study concurs with the Transparency in the Brazilian State Study , which found similar numbers of unanswered requests (61%).
It was noted also that the courts surveyed did not take advantage of requesting an extension to reply, which allowed than to extend their deadline by 10 days, as stated in the paragraph 1, Article 11 of the FIA . Only two courts requested an extension: the Court of the State of Pernambuco (TJPE) and the Superior Court of Justice (STJ). However, only the Superior Court of Justice offered the mandatory justification for the request for an extension.
Thus, the fact that only two courts requested the extension shows that most of the courts either ignore that is possible to extend the deadline or do not care about complying with the FIA . It also reinforces the fact that, on average, two in every three requests for information have been completely ignored and that, after two years of development of the Transparency in the Brazilian State study , nothing has changed.
Furthermore, paragraph 4 of article 11 of the FIA  establishes the possibility of requesting an appeal in case of the denial of access to the request made by the Court, which remains impaired, since 92 requests went unanswered. However, it should be noted that none of the surveyed platforms has a field for sending of an appeal. The Court of Justice of Santa Catarina denied the request for information to identify whether the Court possesses an information management policy, reasoning that the AIP request was incomprehensible or generic (art. 12, I, Resolution CNJ 215/2015) . In spite of having been informed in the response that we could appeal to an authority that is hierarchically superior, it was not clarified how or where the appeal may be filed.
In regard to the quality of the responses forwarded by the courts, the 53 responses were analyzed, and these are the findings:
The first question asked about the court information management policy and the availability of the normative that defined it. It was identified that the theme of information management is still not properly understood in the context of the Brazilian judiciary, as most responses were confusing and mixed the concepts of information management and document management.
Information management, broadly, can be understood as the management of processes and systems that create, acquire, organize, store, distribute and use information. The objective of information management is to help people and organizations to access, process and use information efficiently and effectively . On the other hand, document management is the set of procedures and technical operations regarding the production, processing, use, evaluation, archiving, and disposal of documents . Therefore, it represents first step towards the establishment of information management.
In this context, the Court of Justice of the Federal District and Territories is the most advanced on the topic of information management. It has several regulatory norms on the subject outlining how the policy on the management of information security and has established a Corporate Information Security Policy that aims to establish, implement, maintain, and improve controls and mechanisms to promote the management of information security. To do so, they claim to have three norms that regulates this subject.
The Court of the State of São Paulo and the Brazilian Supreme Court replied to the first question with classification of document rules and rules for disposal of the documents, which means that they can be considered in the first stage of information management.
The most extreme case that confirms the difficulty of the courts to act in the subject was the denial of request for access by the Court of Justice of Santa Catarina, who argued that the concept of information management is very complex that such a request for access was not sufficiently clear to be responded to by the Court.
The second question was about whether the court cases were available in the digital form and if so, if they are publicly available for consultation. It was found that after 11 years of the law 11,419/2006 , which established the electronic process in the Brazilian courts, physical processes on paper still coexist. There is thus a hybrid situation, since the courts still allow paper processes, where some courts are still scanning paper processes to convert it to digital format and comply with the law, while others only scan it after the case is closed.
The third question asked about which procedural parts of the court case are published (petition initial dispute, dispatches, sentence, etc.). In this sense, it was identified that the courts follow the resolution 121/2010-CNJ , which determines the publication of the full text of the decisions, sentences, rulings and votes.
The fourth question asked whether documents are universally accessible. If they were not, we also asked what criteria motivated the restricted access. The courts stated that documents were restricted only when demanded by confidentiality or secrecy of justice and that there was no technical issue preventing the universal access.
Finally, the fifth question sought to identify the frequency of updating the database of judicial proceedings. With the exception to the Court of the Federal District and Territories that updates their database weekly, all others stated that the update occurs on a daily basis.
The survey found that doing quantitative research  or jurimetrics by querying jurisprudential databases of the Brazilian courts faces technical barriers and other non-technical barriers, as despite the legal framework provided by the FIA  and subsequent resolutions from the CNJ [10,11,12,13,25,26], few Courts comply with the law to its full extent. Also, the lack of standards to access those courts makes querying this information more resource intensive, requiring more programmer-hours to be implemented. The use of CAPTCHA in many search engines also makes the automation of the queries even harder. That did not prevent the growth of jurimetrics in Brazil, and some interesting results have been published since the enactment of the FIA [3,4,5,16,18,30]. Nevertheless, it is an important barrier and slows progress in this area. It would be of great value if the courts defined a common API to access their jurisprudential databases, where limits could be imposed per user, as it is done by many software companies.
From the point of view of the access of information process (AIP) requests, when the researcher needs to address the court in search of an answer that is not published, even with the establishment of FIA  and the development of platform for the sending of requests, the courts in general do not comply with the regulations. There is also a great deficiency in the platforms used for the submission of requests for access to information that sometimes come with the minimum requirements set out in FIA (for example, the frequent absence of the field to appeal). At this point, the unification of platforms between the courts would represent a great gain.
Also, it was found that is the courts are really behind in the application of current information management practices, since there is a confusion between the concepts of information management and document management.
Regarding our initial hypothesizes:
- Hypothesis 1: The legal framework is not enough—The framework provided by the FIA  is a great first step, and the resolutions from the CNJ [10,11,12,13] provided some progress in the right direction, but as it was pointed out by Artigo 19 , and comparing our current framework with international references as the Inter-American Declaration of Principles on Freedom of Expression , that we still have a long way to go;
- Hypothesis 2: Current systems are preventing progress in this area—As the survey showed, current systems are heterogeneous, many prevent automated queries, lots of processes are not digital, but digitized as paper scans, making the progress harder;
- Hypothesis 3: Courts are not prepared and neither abide by the current laws—As the AIP survey showed, 63% of the courts did not reply the AIP  and there are no mechanisms for appealing to denied requests even if the law says so.
Based on this results, we made the following recommendations as the next steps to a more transparent system:
- Ban the use of CAPTCHA, favoring the imposition of number of requests per user as a way to avoid server overloads, and have mechanisms for a user to request an increase on these limits upon justification (research for instance);
- Adopt a common API for all courts;
- Increase the supervision and establish mechanisms to punish courts that are not abiding by laws;
- Increase resources, training, and provision of technical expertise to the courts that are lacking that to be compliant.
Even though our gloomy hypothesis were confirmed by our research, we see a positive future for our society, as some progress was made, and watchdogs NGO like Artigo 19  are putting more pressure on our judiciary. As a next step, our research will continue trying to determine what are the barriers to the implementation of jurimetric systems by developing our own legal database, as was done at Washington University with the implementation of the US Supreme Court Database . Also, we want to look in how to generalize these findings from the Brazil’s example and how other countries are dealing with it. Finally, we want to get deeper when researching a given court, trying to find explanations for why the different states apply the law in different ways.
B.A.C., P.B., and V.M.B. conceived and designed the experiments; B.A.C. performed the experiments; B.A.C., P.B., and V.M.B. analyzed the data; B.A.C., P.B., and V.M.B. wrote the paper.
Conflicts of Interest
The authors declare no conflict of interest.
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Figure 1. Distribution of jurisprudential search engines regarding how they were developed.
Figure 2. Number of fields available in the search engine per court and corresponding number of attributes shown in results.
Figure 3. Number of courts using CAPTCHA compared with the number of courts that allows download of the entire content of a case.
Table 1. Comparative analysis of information access platforms.
|Court Name||Web Interface||Issues Control Number||Sends E-mail Confirmation||Registered Users|
|TJ do Acre||No||Yes||Yes||No|
|TJ de Alagoas||No||Yes||Yes||No|
|TJ do Amapá||No||Yes||Yes||Yes|
|TJ do Amazonas||No||Yes||Yes||Yes|
|TJ da Bahia||No||Yes||Yes||Yes|
|TJ do Ceará||No||No||No||No|
|TJ do Distrito Federal e Territórios||No||No||Yes||No|
|TJ do Espírito Santo||No||Yes||Yes||No|
|TJ de Goiás||No||Yes||No||Yes|
|TJ do Maranhão||No||Yes||Yes||Yes|
|TJ do Mato Grosso||No||Yes||Yes||No|
|TJ do Mato Grosso do Sul||No||No||Yes||No|
|TJ de Minas Gerais||No||Yes||Yes||No|
|TJ do Pará||No||No||No||No|
|TJ da Paraíba||No||No||Yes||No|
|TJ do Paraná||No||Yes||Yes||Yes|
|TJ de Pernambuco||No||Yes||Yes||No|
|TJ do Piauí||No||Yes||Yes||No|
|TJ do Rio de Janeiro||No||Yes||Yes||Yes|
|TJ do Rio Grande do Norte||No||No||No||No|
|TJ do Rio Grande do Sul||Yes||Yes||Yes||Yes|
|TJ de Rondônia||No||Yes||Yes||Yes|
|TJ de Roraima||No||No||No||No|
|TJ de Santa Catarina||No||Yes||Yes||No|
|TJ de São Paulo||Yes||Yes||Yes||No|
|TJ de Sergipe||No||Yes||Yes||Yes|
|TJ de Tocantins||No||Yes||Yes||No|
|Superior Tribunal de Justiça||Yes||Yes||Yes||Yes|
|Supremo Tribunal Federal||Yes||Yes||Yes||No|
Table 2. Information access request responses.
|Court Name||Respected Deadline||E-mail Notification||Requested Deadline Extension||Justified||Allows Appeal|
|TJ do Acre||No||No||No||-||-|
|TJ de Alagoas||Yes||Yes||No||-||No|
|TJ do Amapá||No||No||No||-||-|
|TJ do Amazonas||No||No||No||-||-|
|TJ da Bahia||Yes||Yes||No||-||No|
|TJ do Ceará||No||No||No||-||No|
|TJ do Distrito Federal e Territórios||Yes||Yes||No||-||No|
|TJ do Espírito Santo||No||No||No||-||-|
|TJ de Goiás||No||No||No||-||-|
|TJ do Maranhão||No||No||No||-||-|
|TJ do Mato Grosso||Yes||Yes||No||-||No|
|TJ do Mato Grosso do Sul||No||No||No||-||-|
|TJ de Minas Gerais||No||No||No||-||-|
|TJ do Pará||No||No||No||-||-|
|TJ da Paraíba||No||No||No||-||-|
|TJ do Paraná||No||No||No||-||-|
|TJ de Pernambuco||Not Yet 1||Not Yet 1||Yes||No||-|
|TJ do Piauí||No||No||No||-||-|
|TJ do Rio de Janeiro||Partial Answer||No||No||-||No|
|TJ do Rio Grande do Norte||No||No||No||-||-|
|TJ do Rio Grande do Sul||Yes||Yes||No||-||No|
|TJ de Rondônia||No||No||No||-||No|
|TJ de Roraima||No||No||No||-||-|
|TJ de Santa Catarina||Yes||Yes||No||-||No|
|TJ de São Paulo||Yes||Yes||No||-||No|
|TJ de Sergipe||Partial Answer||Yes||No||-||No|
|TJ de Tocantins||Yes||Yes||No||-||No|
|Superior Tribunal de Justiça||Not Yet 1||Not Yet 1||Yes||Yes||-|
|Supremo Tribunal Federal||Yes||Yes||No||-||No|
1 These courts requested an10-day extension, as provided by the FIA .
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