SOA (Begins to Make) Inroads: The New/old Approach to Technology Design Edges into "Early Majority" Use
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
For the skeptics there, word has it that service-oriented is real and it's really being done--however incrementally. Consultants say many of the largest U.S. banks are a fast follow to the activities of European and Asian leaders. One the largest Dutch banks, for instance, has adopted SOA broadly to initiate a major redesign of all lending and customer service processes. transition has led to more efficiency and a better customer experience. Senior research analyst Jerry Silva, with TowerGroup, Needham, Mass., says that the SOA projects he's helped on here are mostly tactical and even modest. But this isn't bad news, says Silva. In fact, most of the banks are thinking very strategically about services, and seeing how they could get to an enterprise play. Silva explains that there is a think global, act local mindset, in order to work the kinks with the technology and get some immediate investment return. He and others offer these elusive tidbits: One global giant based here is counting on SOA to retool its complete product origination activity the online channel--meaning every loan product under the sun will share common screen designs and workflow configuration. Another bank, far smaller, has taken a approach to synchronize data between the online and ATM channels so that, the words of a consultant, a customer could reset ATM interface preferences from a home computer, as an example. TD BankNorth, according to an executive at the Halifax, Canada, IT consulting firm Keane, Inc., has relied on web services, a predecessor form, part to enact a speedier conversion process post merger. Citibank has gone on the record at a recent Burton Group Catalyst Conference, describing its SOA infrastructure roadmap plan. Several more institutions have similar integration projects the works, and this is just the start of what could be the next fundamental shift how automation gets built. And yet, misunderstandings about the technique and tools prevail even though many the banking industry are taking great strides with SOA the last 18 months, and at least 80% of the top 50 banks are doing something with the method, according to sources. One root issue is whether a bank question emphasizes the services aspect of the technology (what it can do to modernize business process for clients and employees) or the architecture aspect, that is, the idea of code becoming uniform and reused. latter scenario, obviously, is more of a geeky, IT kind of initiative that might leave business people not understanding what value they've gotten. What makes a service SOA recap, case you've missed the basics elsewhere: are more like a method of computing and software design than a technology like, say, Linux. Think of it as a concept about how business logic is supposed to be structured with a decidedly pragmatic implication for business agility and development speed. A service is somewhat analogous to a mini program and it does some fundamental unit of work; moreover, it's designed to be reused and recombined with other mini programs to build what's referred to as a composite application. Services really are like today's Legos with multiple custom shapes, says Jim Adamczyk, senior executive, Accenture, New York City. The pieces aren't the uniform blocks of my youth, yet each piece still has that same great uniform connector that makes it easily linked to get work done. consultant and IT expert was talking toys to make a bigger point, that SOA is, the view of many, a logical extension of web (discussed here and elsewhere between 2000 and 2004) built with WSDL, SOAP, and other standards that yield interoperability. Where web were humble and relied a lot on the imagination of the handler--just like those old-fashioned plastic blocks hunter green, bold blue, and siren red--next generation have more specialty and shape out of the box. …
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Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.003 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it